Sam Altman
A Clarification
I made a point in this post inelegantly in a way that was
easy to misunderstand, so I’d like to...
over a year ago
I made a point in this post inelegantly in a way that was
easy to misunderstand, so I’d like to clarify it.
I didn’t mean that we need to tolerate brilliant homophobic
jerks in the lab so that we can have scientific progress.
Although there are famous...
AI Snake Oil
We Looked at 78 Election Deepfakes. Political Misinformation is not an AI Problem.
Technology Isn’t the Problem—or the Solution.
a month ago
Technology Isn’t the Problem—or the Solution.
One Useful Thing
Innovation through prompting
Democratizing educational technology... and more
9 months ago
Democratizing educational technology... and more
Matt Mazur
Friday Updates: Prepping TimelineGPT for Launch, Viva la EmergentMind
Preceden This week consisted of Milan (Preceden’s designer) and I getting TimelineGPT (the AI...
a year ago
Preceden This week consisted of Milan (Preceden’s designer) and I getting TimelineGPT (the AI content generator we’re working on) from 80% ready to ship to 98%. Lots of small, boring tasks like: Hopefully can launch the v1 early next week, rolling it out to 25% of users and then...
IEEE Spectrum
Robot Photographer Takes the Perfect Picture
Finding it hard to get the perfect angle for your shot? PhotoBot can take the picture for you. Tell...
a month ago
Finding it hard to get the perfect angle for your shot? PhotoBot can take the picture for you. Tell it what you want the photo to look like, and your robot photographer will present you with references to mimic. Pick your favorite, and PhotoBot—a robot arm with a camera—will...
Rozado’s Visual...
What is the IQ of ChatGPT?
Making an AI model take an IQ test
over a year ago
Making an AI model take an IQ test
AI Snake Oil
Eighteen pitfalls to beware of in AI journalism
A checklist for avoiding hype
over a year ago
A checklist for avoiding hype
The Gradient
We Need Positive Visions for AI Grounded in Wellbeing
Introduction
Imagine yourself a decade ago, jumping directly into the present shock of conversing...
5 months ago
Introduction
Imagine yourself a decade ago, jumping directly into the present shock of conversing naturally with an encyclopedic AI that crafts images, writes code, and debates philosophy. Won’t this technology almost certainly transform society — and hasn’t AI’s impact on us so...
Sam Altman
Hard Startups
The most counterintuitive secret about startups is that it’s often easier to succeed with a hard...
over a year ago
The most counterintuitive secret about startups is that it’s often easier to succeed with a hard startup than an easy one. A hard startup requires a lot more money, time, coordination, or technological development than most startups. A good hard startup is one that will be...
Matt Mazur
My Indie SaaS Revenue has Grown 37% per Year for 13 Years
Unlike many indie founders, I’ve never shared revenue numbers for Preceden, my SaaS timeline maker...
a year ago
Unlike many indie founders, I’ve never shared revenue numbers for Preceden, my SaaS timeline maker tool. Even if they were remarkable – which they are not really – I just don’t think there are many good reasons to publicly share revenue numbers, and there are lots of downsides....
One Useful Thing
A prosthesis for imagination: Using AI to boost your creativity
AI can already beat humans in many measures of creativity. Let's use that to our advantage.
a year ago
AI can already beat humans in many measures of creativity. Let's use that to our advantage.
Daniel Miessler
The UL Boost Protocol
This is a member-only post. Thank you for being part of this. This is UL Member Content Subscribe...
over a year ago
This is a member-only post. Thank you for being part of this. This is UL Member Content Subscribe Already a member? Login
Society's Backend
Clarifying DEI
What makes DEI important and where it fails
a year ago
What makes DEI important and where it fails
Daniel Miessler
Something is Up With Meritocracy
I’ve been thinking a lot about meritocracy lately, and I’ve come to believe that opportunity...
over a year ago
I’ve been thinking a lot about meritocracy lately, and I’ve come to believe that opportunity magnifies inequality. Here’s one way I’ve seen it explained: If there are two main reasons for outcome differences: innate talent and environment, and if you equalize environment you will...
Artificial Ignorance
AI Roundup 055: Race conditions
February 23, 2023.
11 months ago
Daniel Miessler
Would You Put AI Art In Your House?
I’ve been thinking for a couple of weeks about making and hanging some AI art in my house. But I...
over a year ago
I’ve been thinking for a couple of weeks about making and hanging some AI art in my house. But I immediately faced some internal resistance. Like, I wasn’t (and still am not) sure whether this is the right way to “do” art. And that got me thinking what that really means. What...
Strange Loop Canon
Life in India is a series of bilateral negotiations
finding the new equilibrium for the next superpower
3 months ago
finding the new equilibrium for the next superpower
Artificial Ignorance
I fell for a deepfake Elon Musk’s cryptocurrency scam bait
A lesson in deepfakes, Ponzi schemes, and YouTube algorithm manipulation.
7 months ago
A lesson in deepfakes, Ponzi schemes, and YouTube algorithm manipulation.
Marcus on AI
Could 2025 see the largest cyberattack in history?
In a just-published series of very brief essays called “The Incredible, World-Altering ‘Black Swan’...
2 weeks ago
In a just-published series of very brief essays called “The Incredible, World-Altering ‘Black Swan’ Events That Could Upend Life in 2025”, Politico asked “15 futurists, foreign policy analysts and other prognosticators”, including me, “to provide some explosive potential...
Andrej Karpathy blog
(started posting on Medium instead)
The current state of this blog (with the last post 2 years ago) makes it look like I’ve disappeared....
over a year ago
The current state of this blog (with the last post 2 years ago) makes it look like I’ve disappeared. I’ve certainly become less active on blogs since I’ve joined Tesla, but
whenever I do get a chance to post something I have recently been defaulting
to doing it on Medium because...
IEEE Spectrum
Boston Dynamics’ Latest Vids Show Atlas Going Hands On
Boston Dynamics is the master of dropping amazing robot videos with no warning, and last week, we...
2 months ago
Boston Dynamics is the master of dropping amazing robot videos with no warning, and last week, we got a surprise look at the new electric Atlas going “hands on” with a practical factory task.
This video is notable because it’s the first real look we’ve had at the new Atlas doing...
AI Snake Oil
Licensing is neither feasible nor effective for addressing AI risks
Non-proliferation only benefits incumbents
a year ago
Non-proliferation only benefits incumbents
One Useful Thing
Not much is changing, a lot is changing
OpenAI, Microsoft, and the OpenOffspring
a year ago
OpenAI, Microsoft, and the OpenOffspring
Artificial Ignorance
AI Roundup 046: AI has a CSAM problem
December 22, 2023.
a year ago
Marcus on AI
On hype, and the unbearable banality of ChatGPT’s poetry
A new AI study is making the rounds, claiming that ChatGPT can write poetry that is...
2 months ago
A new AI study is making the rounds, claiming that ChatGPT can write poetry that is “indistinguishable” from William Shakespeare.
Daniel Miessler
NO. 369 | Reddit Hack, Deepfake Scams, Embracing Change…
✅ Please subscribe to and give a 17-star review to this show on Apple Podcasts and Spotify. Thank...
a year ago
✅ Please subscribe to and give a 17-star review to this show on Apple Podcasts and Spotify. Thank you! SECURITY Reddit has confirmed it was hacked, and it’s recommending users add 2FA. The attack started by phishing Reddit employees and stealing credentials and 2FA codes. After...
The Berkeley...
How to Evaluate Jailbreak Methods: A Case Study with the StrongREJECT Benchmark
When we began studying jailbreak evaluations, we found a fascinating paper claiming that you could...
4 months ago
When we began studying jailbreak evaluations, we found a fascinating paper claiming that you could jailbreak frontier LLMs simply by translating forbidden prompts into obscure languages. Excited by this result, we attempted to reproduce it and found something unexpected.
The...
AI Snake Oil
Evaluating LLMs is a minefield
Annotated slides from a recent talk
a year ago
Annotated slides from a recent talk
Society's Backend
Scaling Laws for LLMs, the Actual Cost of Frontier Models, 3 Key Principles for AI at Scale, and...
Society's Backend Reading List 01-10-2025
a week ago
Society's Backend Reading List 01-10-2025
Strange Loop Canon
Google had a very bad week
Gemini's paradox
10 months ago
Andrej Karpathy blog
A from-scratch tour of Bitcoin in Python
.wrap {
max-width: 900px;
}
p {
font-family: sans-serif;
font-size: 15px;
...
over a year ago
.wrap {
max-width: 900px;
}
p {
font-family: sans-serif;
font-size: 15px;
font-weight: 300;
overflow-wrap: break-word; /* allow wrapping of very very long strings, like txids */
}
.post pre,
.post code {
background-color: #fafafa;
font-size: 13px; /*...
IEEE Spectrum
Video Friday: Trick or Treat, Atlas
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE...
2 months ago
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion.
Humanoids 2024: 22–24 November...
Andrej Karpathy blog
A Recipe for Training Neural Networks
Some few weeks ago I posted a tweet on “the most common neural net mistakes”, listing a few common...
over a year ago
Some few weeks ago I posted a tweet on “the most common neural net mistakes”, listing a few common gotchas related to training neural nets. The tweet got quite a bit more engagement than I anticipated (including a webinar :)). Clearly, a lot of people have personally encountered...
The Berkeley...
Training Diffusion Models with <br> Reinforcement Learning
function reveal() {
const replay = document.querySelector('.ddpo-replay');
...
a year ago
function reveal() {
const replay = document.querySelector('.ddpo-replay');
replay.style.display = 'flex';
}
window.onload = () => {
const replay = document.querySelector('.ddpo-replay');
replay.addEventListener('click', () => {
...
Sam Altman
Reflections
The second birthday of ChatGPT was only a little over a month ago, and now we have transitioned into...
2 weeks ago
The second birthday of ChatGPT was only a little over a month ago, and now we have transitioned into the next paradigm of models that can do complex reasoning. New years get people in a reflective mood, and I wanted to share some personal thoughts about how it has gone so far,...
Artificial Ignorance
AI Roundup 054: Ten million tokens
February 16, 2024.
11 months ago
Artificial Ignorance
AI Roundup 030: OpenAI's $1B revenue
September 1, 2023
a year ago
Artificial Ignorance
AI Roundup 028: Sunak's Safety Summit
August 18, 2023
a year ago
One Useful Thing
Latent Expertise: Everyone is in R&D
Ideas come from the edges, not the center
7 months ago
Ideas come from the edges, not the center
Society's Backend
All Machine Learning Resources and Updates 06/14/2024
Below are all machine learning resources and updates from the past week you don't want to miss. I’ve...
7 months ago
Below are all machine learning resources and updates from the past week you don't want to miss. I’ve decided to try out separating paid/free updates. I’m constantly trying new ways to make information consumption easier for you while working within the confines of the platforms...
Sam Altman
US Digital Currency
I am pretty sure cryptocurrency is here to stay in some form (at least as a store of value, which is...
over a year ago
I am pretty sure cryptocurrency is here to stay in some form (at least as a store of value, which is the only use case we have seen work at scale so far). There was possibly a time when governments could have totally stopped it, but it feels like that’s in the rearview mirror.
...
Daniel Miessler
NO. 363 | FrontView Mirror: 2023 Edition
New Content 💡FRONTVIEW MIRROR: 2023 EDITION 💡MY PHILOSOPHY AND RECOMMENDATIONS ON THE LASTPASS...
over a year ago
New Content 💡FRONTVIEW MIRROR: 2023 EDITION 💡MY PHILOSOPHY AND RECOMMENDATIONS ON THE LASTPASS BREACHES SECURITY NEWS In a bit of Deja Vu from LastPass, Okta has now revealed that attackers have stolen source code from its GitHub repositories. This comes after it was hit by...
Artificial Ignorance
Honey, I joined a cabal
Or: Mainstream media still isn't great at covering tech and AI ideologies
7 months ago
Or: Mainstream media still isn't great at covering tech and AI ideologies
Society's Backend
The Attention Thief: Machine Learning as a Monetization Weapon
How your greatest asset is silently stolen by technology every day
a year ago
How your greatest asset is silently stolen by technology every day
The Gradient
Why Doesn’t My Model Work?
Have you ever trained a model you thought was good, but then it failed miserably when applied to...
11 months ago
Have you ever trained a model you thought was good, but then it failed miserably when applied to real world data? If so, you’re in good company.
Artificial Ignorance
Stop begging for JSON
How OpenAI's Structured Outputs makes building with AI much more reliable.
a month ago
How OpenAI's Structured Outputs makes building with AI much more reliable.
fast.ai
There’s no such thing as not a math person
Many cultural factors, misconceptions, stereotypes, and obstacles turn people off to math.
over a year ago
Many cultural factors, misconceptions, stereotypes, and obstacles turn people off to math.
Sam Altman
Idea Generation
The most common question prospective startup founders ask is how to get ideas for startups. The...
over a year ago
The most common question prospective startup founders ask is how to get ideas for startups. The second most common question is if you have any ideas for their startup.
But giving founders an idea almost always doesn’t work. Having ideas is among the most important qualities for...
Artificial Ignorance
AI Roundup 061: The AI innovator's dilemma
April 5, 2024.
9 months ago
Weighty Thoughts
The Fall of Data Moats
AI actually makes most data moats weaker
a year ago
AI actually makes most data moats weaker
Rozado’s Visual...
Mentions of Prejudice in Academic Papers: A Declining Trend Amidst Ongoing DEI Growth?
Prejudice-denoting terms in academic research have recently decreased while some DEI-related terms...
4 months ago
Prejudice-denoting terms in academic research have recently decreased while some DEI-related terms continue to rise—what does this shift reveal?
IEEE Spectrum
5 Questions for Robotics Legend Ruzena Bajcsy
Ruzena Bajcsy is one of the founders of the modern field of robotics. With an education in...
a month ago
Ruzena Bajcsy is one of the founders of the modern field of robotics. With an education in electrical engineering in Slovakia, followed by a Ph.D. at Stanford, Bajcsy was the first woman to join the engineering faculty at the University of Pennsylvania. She was the first, she...
Rozado’s Visual...
Out-of-office Donald Trump still more prominent in news media content than the current U.S....
In 2019, I helped my colleague Musa al-Gharbi document the extraordinary prominence of Donald Trump...
a year ago
In 2019, I helped my colleague Musa al-Gharbi document the extraordinary prominence of Donald Trump in news media content (see here). I have recently updated that previous analysis. Briefly stated, no U.S. president in recent history has received a similar amount of media...
Andrej Karpathy blog
Deep Neural Nets: 33 years ago and 33 years from now
.post-header h1 {
font-size: 35px;
}
.post pre,
.post code {
background-color: #fcfcfc;
...
over a year ago
.post-header h1 {
font-size: 35px;
}
.post pre,
.post code {
background-color: #fcfcfc;
font-size: 13px; /* make code smaller for this post... */
}
The Yann LeCun et al. (1989) paper Backpropagation Applied to Handwritten Zip Code Recognition is I believe of some...
Society's Backend
AI Reading List 1: Understand Transformers, Reflection-70B Update, and LLMs Still Cannot Reason
Society's Backend Reading List 10-07-2024
3 months ago
Society's Backend Reading List 10-07-2024
Strange Loop Canon
Why AI hasn’t shown up in the GDP statistics yet
AI is meant to bring us closer to utopia, according to its builders.
5 months ago
AI is meant to bring us closer to utopia, according to its builders.
Rozado’s Visual...
The Political Biases of GPT-4
Things are not always what they seem
a year ago
Things are not always what they seem
Society's Backend
Backend Biweekly #2: 112 Total Updates and Resources
Details on Metas training clusters, analysis of ML competitions in 2023, AI's impact on water...
10 months ago
Details on Metas training clusters, analysis of ML competitions in 2023, AI's impact on water resources, and more
Artificial Ignorance
I gave ChatGPT access to my Gmail
I'm sure this will end well.
a year ago
I'm sure this will end well.
Society's Backend
Why Machine Learning Technical Debt is Especially Bad
And effective ways to mitigate it
10 months ago
And effective ways to mitigate it
Marcus on AI
Update re: Microsoft and training data
Relevant to the post I sent earlier today,...
a month ago
Relevant to the post I sent earlier today, https://www.howtogeek.com/is-microsoft-using-your-word-documents-to-train-ai/says that an unnamed spokesperson at Microsoft claims that “Microsoft does not use customer data from Microsoft 365 consumer and commercial applications to...
Artificial Ignorance
How Shopify is making AI Magic
A case study on turning competitive advantages into useful AI.
a year ago
A case study on turning competitive advantages into useful AI.
Daniel Miessler
Generate AI Art Using Your Own Writing
One of the most challenging parts of finishing a post is coming up with a good image. The AI art...
over a year ago
One of the most challenging parts of finishing a post is coming up with a good image. The AI art tools like DALL-E, Midjourney, and Stable Diffusion are cool, but a lot of the magic comes down to prompt engineering, which is non-trivial. Prompt Engineering is almost equal parts...
One Useful Thing
Working with AI: Two paths to prompting
Don't overcomplicate things
a year ago
Don't overcomplicate things
The Berkeley...
Koala: A Dialogue Model for Academic Research
In this post, we introduce Koala, a chatbot trained by fine-tuning Meta’s LLaMA on dialogue data...
a year ago
In this post, we introduce Koala, a chatbot trained by fine-tuning Meta’s LLaMA on dialogue data gathered from the web. We describe the dataset curation and training process of our model, and also present the results of a user study that compares our model to ChatGPT and...
Artificial Ignorance
The ideologies fighting for the soul (and future) of AI
EAs, e/accs, decels, and doomers.
a year ago
EAs, e/accs, decels, and doomers.
fast.ai
nbdev+Quarto: A new secret weapon for productivity
Our favorite tool for software engineering productivity–nbdev, now re-written with Quarto
over a year ago
Our favorite tool for software engineering productivity–nbdev, now re-written with Quarto
Daniel Miessler
NO. 360 | NEWS, ANALYSIS & DISCOVERY SERIES
SECURITY NEWS Security researchers found that Chinese electronics company Eufy (part of Anker) has...
over a year ago
SECURITY NEWS Security researchers found that Chinese electronics company Eufy (part of Anker) has major vulnerabilities in its security cameras. The issues include uploading data to the cloud when they said they weren't, and the existence of a URL endpoint that allows an...
Strange Loop Canon
Evaluations are all we need
On analysing talent in LLMs
a year ago
On analysing talent in LLMs
AI Snake Oil
Does the UK’s liver transplant matching algorithm systematically exclude younger patients?
Seemingly minor technical decisions can have life-or-death effects
2 months ago
Seemingly minor technical decisions can have life-or-death effects
Marcus on AI
An epidemic of weirdly precise AI butt facts
The parade of made-up numbers never stops
2 months ago
The parade of made-up numbers never stops
Weighty Thoughts
Software Engineering is Doomed
Or is it?
6 months ago
One Useful Thing
Google's Gemini Advanced: Tasting Notes and Implications
And then there were two.
11 months ago
Artificial Ignorance
AI Roundup 029: Hug all the faces
August 25, 2023
a year ago
Rozado’s Visual...
The political orientation of the ChatGPT AI system
Applying the Pew Research Political Typology Quiz to a state-of-the-art AI Language model
over a year ago
Applying the Pew Research Political Typology Quiz to a state-of-the-art AI Language model
AI Snake Oil
One year update: book submitted; TIME 100; Sep 21 online workshop
It's been an eventful year
a year ago
It's been an eventful year
One Useful Thing
On speaking to AI
Voice changes a lot of things
5 months ago
Voice changes a lot of things
AI Snake Oil
A misleading open letter about sci-fi AI dangers ignores the real risks
Misinformation, labor impact, and safety are all risks. But not in the way the letter implies.
a year ago
Misinformation, labor impact, and safety are all risks. But not in the way the letter implies.
The Berkeley...
Asymmetric Certified Robustness via Feature-Convex Neural Networks
Asymmetric Certified Robustness via Feature-Convex Neural Networks
TLDR: We propose the asymmetric...
a year ago
Asymmetric Certified Robustness via Feature-Convex Neural Networks
TLDR: We propose the asymmetric certified robustness problem, which requires certified robustness for only one class and reflects real-world adversarial scenarios. This focused setting allows us to introduce...
Matt Mazur
LearnGPT is now EmergentMind
Naming things is hard. Shortly after ChatGPT launched at the end of November, I decided to build a...
a year ago
Naming things is hard. Shortly after ChatGPT launched at the end of November, I decided to build a site to share ChatGPT examples and eventually be the home to educational content to help people learn more about GPT. To my surprise, there were a lot of relevant available .com...
Society's Backend
No One Should Be GPU Poor
For everyone to have access to AGI, everyone must also have access to the compute to use it
8 months ago
For everyone to have access to AGI, everyone must also have access to the compute to use it
Society's Backend
Run Your Own Race
What Bluey can teach us about machine learning
9 months ago
What Bluey can teach us about machine learning
One Useful Thing
On-boarding your AI Intern
There's a somewhat weird alien who wants to work for free for you. You should probably get started.
a year ago
There's a somewhat weird alien who wants to work for free for you. You should probably get started.
Strange Loop Canon
Seeing Like A Network
Dark Forests, Dense Networks
7 months ago
Dark Forests, Dense Networks
The Berkeley...
Interactive Fleet Learning
Figure 1: “Interactive Fleet Learning” (IFL) refers to robot fleets in industry and academia that...
a year ago
Figure 1: “Interactive Fleet Learning” (IFL) refers to robot fleets in industry and academia that fall back on human teleoperators when necessary and continually learn from them over time.
In the last few years we have seen an exciting development in robotics and artificial...
The Berkeley...
Rethinking the Role of PPO in RLHF
Rethinking the Role of PPO in RLHF
TL;DR: In RLHF, there’s tension between the reward learning...
a year ago
Rethinking the Role of PPO in RLHF
TL;DR: In RLHF, there’s tension between the reward learning phase, which uses human preference in the form of comparisons, and the RL fine-tuning phase, which optimizes a single, non-comparative reward. What if we performed RL in a comparative...
Sam Altman
Reinforcement Learning Progress
Today, OpenAI released a new result. We used PPO (Proximal Policy Optimization), a general...
over a year ago
Today, OpenAI released a new result. We used PPO (Proximal Policy Optimization), a general reinforcement learning algorithm invented by OpenAI, to train a team of 5 agents to play Dota and beat semi-pros.
This is the game that to me feels closest to the real world and complex...
Strange Loop Canon
AI embraces its product arc
fuzzy processors are entering mass production
8 months ago
fuzzy processors are entering mass production
Marcus on AI
AGI isn’t coming in 2025 — and GPT-5 may well not emerge this year, either.
Much was quietly revealed yesterday
a week ago
Much was quietly revealed yesterday
IEEE Spectrum
Drones with Legs Can Walk, Hop, and Jump into the Air
“Whenever I encountered crows on the EPFL campus, I would observe how they walked, hopped over or...
a month ago
“Whenever I encountered crows on the EPFL campus, I would observe how they walked, hopped over or jumped on obstacles, and jumped for take-offs,” says Won Dong Shin, a doctoral student at EPFL’s Laboratory of Intelligent Systems. “What I consistently observed was that they always...
IEEE Spectrum
Video Friday: Unitree Talent Awakening
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE...
3 weeks ago
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion.
ICRA 2025: 19–23 May 2025, ATLANTA,...
Andrej Karpathy blog
What a Deep Neural Network thinks about your #selfie
Convolutional Neural Networks are great: they recognize things, places and people in your personal...
over a year ago
Convolutional Neural Networks are great: they recognize things, places and people in your personal photos, signs, people and lights in self-driving cars, crops, forests and traffic in aerial imagery, various anomalies in medical images and all kinds of other useful things. But...
One Useful Thing
How to... use AI to unstick yourself
We often lose momentum because of something small. AI can help.
a year ago
We often lose momentum because of something small. AI can help.
Sam Altman
Please Fund More Science
Experts on the COVID-19 pandemic seem to think there are three ways out—that is, for life, health,...
over a year ago
Experts on the COVID-19 pandemic seem to think there are three ways out—that is, for life, health, and the economy to return roughly to normal.
Either we get a vaccine good enough that R0 for the world goes below 1, a good enough treatment that people no longer need to be...
Daniel Miessler
What Made the 90’s So Awesome?
I just read a brilliant essay about the 90’s by Freddie de Boer, and it got me thinking. What made...
a year ago
I just read a brilliant essay about the 90’s by Freddie de Boer, and it got me thinking. What made the 90’s so great? Here’s GPT’s answer: Give a 90’s lover’s view of what made the 90’s awesome. Include everything from parenting, art, entertainment, games, childhood, movies, TV,...
One Useful Thing
One sentence.
Prompting for maximum impact (and why that is a bad idea)
a year ago
Prompting for maximum impact (and why that is a bad idea)
Sam Altman
The Virus
Although I still hope things will go differently, the experts I’ve spoken to think we are likely to...
over a year ago
Although I still hope things will go differently, the experts I’ve spoken to think we are likely to face a global tragedy—hundreds of thousands of deaths from Covid-19.
I hope that society views this as a warning for the future. Covid-19 is bad, but only a warm-up. I think it’s...
Matt Mazur
Don’t Self Host Unlicensed Proxima Nova Fonts
I’m a big fan of the Proxima Nova font and have been using it on Preceden for years: For a long time...
a year ago
I’m a big fan of the Proxima Nova font and have been using it on Preceden for years: For a long time I was loading Proxima Nova on Preceden via Typekit (a hosted web font service) for $49.99/year, but at some point I decided to self-host it to avoid the third party request which...
Society's Backend
The Metrics Machine Learning Engineers Care About That Modelers Don't
And a brief overview of TPUs in Google data centers
10 months ago
And a brief overview of TPUs in Google data centers
Society's Backend
An Overview of Text Summarization Methods from Simple to Complex
We went through a bit of a rebrand. Let me know what you think about Society’s Backend’s new color...
a year ago
We went through a bit of a rebrand. Let me know what you think about Society’s Backend’s new color scheme and logo! :) - Logan I've been researching text summarization methods for a project I'm working on. Since the advent of Large Language Models (LLMs), LLMs have become a go-to...
Artificial Ignorance
AI Roundup 097: Model Mayhem
December 13, 2024.
a month ago
Artificial Ignorance
AI Roundup 035: Me or your lying eyes
October 6, 2023.
a year ago
fast.ai
Can LLMs learn from a single example?
We’ve noticed an unusual training pattern in fine-tuning LLMs. At first we thought it’s a bug, but...
a year ago
We’ve noticed an unusual training pattern in fine-tuning LLMs. At first we thought it’s a bug, but now we think it shows LLMs can learn effectively from a single example.
Rozado’s Visual...
Frecuencia de términos en el periódico generalista más leído de España
Frecuencia de términos en el periódico generalista más leído de España: El País Twitter post...
over a year ago
Frecuencia de términos en el periódico generalista más leído de España: El País Twitter post Verification of integrity of frequency counts: https://zenodo.org/record/5674590
Strange Loop Canon
Whither Utopia?
The mystery of why we don't dream of building perfect societies anymore
7 months ago
The mystery of why we don't dream of building perfect societies anymore
Rozado’s Visual...
Pessimism in News Media Headlines
In previous work, I documented the growing emotional negativity (anger, fear, sadness, etc) of...
a year ago
In previous work, I documented the growing emotional negativity (anger, fear, sadness, etc) of American news media headlines between the years 2000 and 2019. Here, I extend that work by examining the attitudinal tone (pessimism, optimism or neutrality
Artificial Ignorance
AI Roundup 074: Amazon's Adept acquisition
July 5, 2024.
6 months ago
Society's Backend
Open Models Catching Up, SearchGPT Release, Deepfake Victims Protected by Regulation, and More
Weekly updates and resources 7/29/24
5 months ago
Weekly updates and resources 7/29/24
Daniel Miessler
Frontview Mirror: 2023 Edition
This is member content. Thank you for being a subscriber. This is UL Member Content Subscribe...
over a year ago
This is member content. Thank you for being a subscriber. This is UL Member Content Subscribe Already a member? Login
Rozado’s Visual...
A brief response to a reader regarding prejudice denoting terms in Swedish media
Regarding when Swedish media started to increase mentions of prejudice denoting terminology and a...
a month ago
Regarding when Swedish media started to increase mentions of prejudice denoting terminology and a reader comments about it, several things to note:
One Useful Thing
Everyone is above average
Is AI a Leveler, King Maker, or Escalator?
a year ago
Is AI a Leveler, King Maker, or Escalator?
Society's Backend
Machine Learning Infrastructure: The Bridge Between Software Engineering and AI
What makes machine learning infra so important and why I find it so interesting
a year ago
What makes machine learning infra so important and why I find it so interesting
Artificial Ignorance
Funding a new generation of AI companies
Listen now | A conversation with Evan Stites-Clayton, partner at HF0 and CTO of Teespring.
12 months ago
Listen now | A conversation with Evan Stites-Clayton, partner at HF0 and CTO of Teespring.
The Gradient
Interpretability Creationism
On “interpretability creationism” – interpretability methods that only look at the final state of...
a year ago
On “interpretability creationism” – interpretability methods that only look at the final state of the model and ignore its evolution over the course of training
Daniel Miessler
Your Experience is Your Creativity
Creativity is usually described as an external force that graces you with inspiration. Something...
over a year ago
Creativity is usually described as an external force that graces you with inspiration. Something that you have to open yourself to—that you have to allow in. But creativity is more like an inner forge of your past, perspectives, and passions. It’s not something you let in; it’s...
fast.ai
Deep Learning Foundations Signup, Open Source Scholarships, & More
Signups are now open for Practical Deep Learning for Coders Part 2, 2022. Scholarships are available...
over a year ago
Signups are now open for Practical Deep Learning for Coders Part 2, 2022. Scholarships are available for fast.ai community contributors, open source developers, and diversity scholars.
Society's Backend
I Beat Newsletter Fatigue With AI
And why direct forms of communication will always be super valuable
11 months ago
And why direct forms of communication will always be super valuable
The Berkeley...
On the Stepwise Nature of <br> Self-Supervised Learning
Figure 1: stepwise behavior in self-supervised learning. When training common SSL algorithms, we...
a year ago
Figure 1: stepwise behavior in self-supervised learning. When training common SSL algorithms, we find that the loss descends in a stepwise fashion (top left) and the learned embeddings iteratively increase in dimensionality (bottom left). Direct visualization of embeddings...
AI Snake Oil
Students are acing their homework by turning in machine-generated essays. Good.
Teachers adapted to the calculator. They can certainly adapt to language models.
over a year ago
Teachers adapted to the calculator. They can certainly adapt to language models.
IEEE Spectrum
Asimov's Laws of Robotics Need an Update for AI
In 1942, the legendary science fiction author Isaac Asimov introduced his Three Laws of Robotics in...
a week ago
In 1942, the legendary science fiction author Isaac Asimov introduced his Three Laws of Robotics in his short story “Runaround.” The laws were later popularized in his seminal story collection I, Robot.
First Law: A robot may not injure a human being or, through inaction, allow...
Society's Backend
A Technical Perspective: Has Google Search Gotten Worse?
Providing a technical perspective for a more educated assessment of a complaint I hear quite...
3 months ago
Providing a technical perspective for a more educated assessment of a complaint I hear quite frequently
Andrej Karpathy blog
Biohacking Lite
Throughout my life I never paid too much attention to health, exercise, diet or nutrition. I knew...
over a year ago
Throughout my life I never paid too much attention to health, exercise, diet or nutrition. I knew that you’re supposed to get some exercise and eat vegetables or something, but it stopped at that (“mom said”-) level of abstraction. I also knew that I can probably get away with...
Matt Mazur
AOL Underground Podcast Interview about AOL-Files.com
Back in 1998 when I was 13 years old I got heavily involved in the AOL hacking scene, originally...
over a year ago
Back in 1998 when I was 13 years old I got heavily involved in the AOL hacking scene, originally building add-on software called progs (Revolution, Meridian), publishing code libraries called bas files (Alpha32), and later co-founding AOL-Files.com (where I went by the hacker...
One Useful Thing
What OpenAI did
A new model opens up new possibilities
8 months ago
A new model opens up new possibilities
Weighty Thoughts
China's AI Journey
Talking to Jordan Schneider from ChinaTalk about China's technological ascent
7 months ago
Talking to Jordan Schneider from ChinaTalk about China's technological ascent
Society's Backend
1000+ AI Agents Make a Civilization, xAI Creates the Largest Supercomputer in 4 Months, Possible AI...
Machine learning resources and updates 2024-09-09
4 months ago
Machine learning resources and updates 2024-09-09
Artificial Ignorance
AI Roundup 027: Challenge accepted
August 11, 2023
a year ago
Artificial Ignorance
AI Roundup 036: The money pit
October 13, 2023.
a year ago
Artificial Ignorance
AI Roundup 087: DevDay SF
October 4, 2024.
3 months ago
Society's Backend
Things Everyone Should Understand About the Stanford AI Index Report
And my notes on why they’re important
9 months ago
And my notes on why they’re important
Matt Mazur
Running Mistral 7B Instruct on a Macbook
Similar to yesterday’s post on running Mistral 8x7Bs Mixture of Experts (MOE) model, I wanted to...
a year ago
Similar to yesterday’s post on running Mistral 8x7Bs Mixture of Experts (MOE) model, I wanted to document the steps I took to run Mistral’s 7B-Instruct-v0.2 model on a Mac for anyone else interested in playing around with it. Unlike yesterday’s post though, this 7B Instruct...
Artificial Ignorance
AI Roundup 075: Levels of AGI
July 12, 2024.
6 months ago
Marcus on AI
Two visions of AI’s future
It’s not looking good
a month ago
Society's Backend
Alignment: Understanding the Multi-Billion Dollar Opportunity within Machine Learning
A glimpse into the biggest challenge in the world of AI, why it matters to you, and why it's worth...
11 months ago
A glimpse into the biggest challenge in the world of AI, why it matters to you, and why it's worth so much
Daniel Miessler
Twitter’s Blue Checkmark Strategy Reduces Trust in Pursuit of Revenue
When I heard that Twitter was going to open the blue checkmark up to anyone willing to pay $8/month,...
over a year ago
When I heard that Twitter was going to open the blue checkmark up to anyone willing to pay $8/month, I was happy. As a legacy holder of the checkmark there’s a slight band-aid-sting of the check indicating specialness—who doesn’t want to feel special?—but I’d much rather see a...
AI Snake Oil
I set up a ChatGPT voice interface for my 3-year old. Here’s how it went.
Chatbots are likely to revive familiar debates about kids and apps
a year ago
Chatbots are likely to revive familiar debates about kids and apps
Artificial Ignorance
AI Roundup 100: CES
January 10, 2025.
a week ago
Daniel Miessler
NO. 355 | NEWS & ANALYSIS SERIES
SECURITY NEWS ⛔️ There is likely to be a critical TLS vulnerability released this week. Consider...
over a year ago
SECURITY NEWS ⛔️ There is likely to be a critical TLS vulnerability released this week. Consider getting your teams ready by looking for your instances before it drops. ZDNET | GLOBALSIGN | REDDIT DISCUSSION The US accused 13 Chinese nationals of committing espionage-related...
One Useful Thing
Confronting Impossible Futures
We shouldn't be certain about what is next, but we should plan for it
6 months ago
We shouldn't be certain about what is next, but we should plan for it
fast.ai
A New Chapter for fast.ai: How To Solve It With Code
fast.ai is joining Answer.AI, and we’re announcing a new kind of educational experience, ‘How To...
2 months ago
fast.ai is joining Answer.AI, and we’re announcing a new kind of educational experience, ‘How To Solve It With Code’
Artificial Ignorance
The State of AI Engineering (2024)
Notes from the AI Engineer World's Fair.
6 months ago
Notes from the AI Engineer World's Fair.
Artificial Ignorance
The State of AI Engineering
Notes from the first AI Engineer Summit.
a year ago
Notes from the first AI Engineer Summit.
Artificial Ignorance
AI Roundup 043: Happy birthday, ChatGPT
December 1, 2023.
a year ago
One Useful Thing
The practical guide to using AI to do stuff
A resource for students in my classes (and other interested people).
a year ago
A resource for students in my classes (and other interested people).
Stories by Andrej...
ICML accepted papers institution stats
over a year ago
Society's Backend
MASSIVE New Model Releases from Google, OpenAI, and Meta Change the AI Landscape
Society's Backend Reading List 12-16-2024
a month ago
Society's Backend Reading List 12-16-2024
fast.ai
Masks for COVID: Updating the evidence
Notes taken whilst preparing a paper on mask efficacy from Nov to Jan 2022. My previous paper on...
over a year ago
Notes taken whilst preparing a paper on mask efficacy from Nov to Jan 2022. My previous paper on this was written in April 2020 and published in the Proceedings of the National Academy of Science
The Berkeley...
GPT-4 + Stable-Diffusion = ?: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with...
TL;DR: Text Prompt -> LLM -> Intermediate Representation (such as an image layout) -> Stable...
a year ago
TL;DR: Text Prompt -> LLM -> Intermediate Representation (such as an image layout) -> Stable Diffusion -> Image.
Recent advancements in text-to-image generation with diffusion models have yielded remarkable results synthesizing highly realistic and diverse images. However,...
Marcus on AI
𝗼𝟯 “𝗔𝗥𝗖 𝗔𝗚𝗜” 𝗽𝗼𝘀𝘁𝗺𝗼𝗿𝘁𝗲𝗺 𝗺𝗲𝗴𝗮𝘁𝗵𝗿𝗲𝗮𝗱: 𝘄𝗵𝘆 𝘁𝗵𝗶𝗻𝗴𝘀 𝗴𝗼𝘁...
Kevin Roose, of Hard Fork and NYT, was so impressed with OpenAI’s rollout that he joked “of course...
a month ago
Kevin Roose, of Hard Fork and NYT, was so impressed with OpenAI’s rollout that he joked “of course they have to announce AGI the day my vacation starts”.
AI Snake Oil
AI scaling myths
Scaling will run out. The question is when.
6 months ago
Scaling will run out. The question is when.
Society's Backend
Meta's New Segmentation Model, A New Open-Source Image Generation Model, Apple Intelligence Model...
Machine learning resources and updates 8/5/2024
5 months ago
Machine learning resources and updates 8/5/2024
Artificial Ignorance
AI Roundup 082: System prompts
August 30, 2024.
4 months ago
Matt Mazur
The Security Questionnaire Dilemma
About once a year I get an email from someone working in a security and compliance department at a...
a year ago
About once a year I get an email from someone working in a security and compliance department at a large organization asking that I fill out a detailed security questionnaire to help them assess the risk of their employees using Preceden. I received one recently from a large,...
fast.ai
1st Two Lessons of From Deep Learning Foundations to Stable Diffusion
4 videos from Practical Deep Learning for Coders Part 2, 2022 have been released as a special early...
over a year ago
4 videos from Practical Deep Learning for Coders Part 2, 2022 have been released as a special early preview of the new course.
AI Snake Oil
Three Ideas for Regulating Generative AI
Policy input to the federal government from a Stanford-Princeton team
a year ago
Policy input to the federal government from a Stanford-Princeton team
One Useful Thing
Doing Stuff with AI: Opinionated Midyear Edition
AI systems have gotten more capable and easier to use
7 months ago
AI systems have gotten more capable and easier to use
Weighty Thoughts
News Roundup: May 27, 2014 🧴
Why does Google suck so much, Microsoft Co-Pilot Everywhere, and Sam Altman
7 months ago
Why does Google suck so much, Microsoft Co-Pilot Everywhere, and Sam Altman
IEEE Spectrum
Video Friday: Reachy 2
IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few...
3 months ago
IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion.
IROS 2024: 14–18 October 2024, ABU DHABI, UAE
ICSR 2024: 23–26 October 2024, ODENSE, DENMARK
Cybathlon 2024: 25–27 October 2024,...
The Berkeley...
Rethinking Human-in-the-Loop for Artificial Augmented Intelligence
How do we build and evaluate an AI system for real-world applications? In most AI research, the...
over a year ago
How do we build and evaluate an AI system for real-world applications? In most AI research, the evaluation of AI methods involves a training-validation-testing process. The experiments usually stop when the models have good testing performance on the reported datasets because...
Artificial Ignorance
AI Roundup 041: Lyria
November 17, 2023.
a year ago
Artificial Ignorance
Small newsletters, big ideas
A subscriber showcase full of hidden gems on Substack.
a month ago
A subscriber showcase full of hidden gems on Substack.
Rozado’s Visual...
The Increasing Frequency of Terms Denoting Political Extremism in U.S. and U.K. News Media
Published manuscript Twitter Thread Introduction I summarize here a published study co-authored with...
over a year ago
Published manuscript Twitter Thread Introduction I summarize here a published study co-authored with Eric Kaufmann where we examine longitudinally the prevalence of terms denoting far-right and far-left political extremism in more than 30 million written news and opinion articles...
Marcus on AI
The 2023 White House Executive Order on AI has Been Rescinded
See here.
yesterday
Artificial Ignorance
Pitfalls of building with large language models
Dealing with more than just hallucinations.
a year ago
Dealing with more than just hallucinations.
Artificial Ignorance
AI predictions for 2025
And a review of last year's predictions.
a week ago
And a review of last year's predictions.
Society's Backend
If You Understand Bananas, You Can Understand Machine Learning
A simplified high-level overview of primary machine learning algorithms for anyone to understand
a year ago
A simplified high-level overview of primary machine learning algorithms for anyone to understand
AI Snake Oil
Is GPT-4 getting worse over time?
A new paper going viral has been widely misinterpreted
a year ago
A new paper going viral has been widely misinterpreted
Artificial Ignorance
AI Roundup 057: Claude 3
March 8, 2024.
10 months ago
Daniel Miessler
AI is About to Feel Like AGI, and You Need to Get Ready
I just wrote a piece similar to this last week, but this one drives the point home even more....
over a year ago
I just wrote a piece similar to this last week, but this one drives the point home even more. Basically, the current trajectory of AI, with all the art generation, the language models, etc., are about to become a whole lot more instruction and response based. What does that mean?...
Artificial Ignorance
AI Roundup 092: Watermarking the AI wave
November 8, 2024.
2 months ago
AI Snake Oil
ChatGPT is a bullshit generator. But it can still be amazingly useful
The philosopher Harry Frankfurt defined bullshit as speech that is intended to persuade without...
over a year ago
The philosopher Harry Frankfurt defined bullshit as speech that is intended to persuade without regard for the truth. By this measure, OpenAI’s new chatbot ChatGPT is the greatest bullshitter ever. Large Language Models (LLMs) are trained to produce
Society's Backend
You Are What You Eat: Digital Edition
Why who you follow is more important than who follows you
a year ago
Why who you follow is more important than who follows you
Made by Ollin
A Video History of Self-Driving Cars
over a year ago
Strange Loop Canon
The agent principal problem
"Show me the incentive and I will show you the outcome."
a year ago
"Show me the incentive and I will show you the outcome."
Artificial Ignorance
AI Roundup 064: Big Tech's small models
April 26, 2024.
9 months ago
Artificial Ignorance
Groq, Gemini, and 10x improvements
As a programmer and CTO, I've developed a rough rule of thumb when it comes to scaling systems. When...
11 months ago
As a programmer and CTO, I've developed a rough rule of thumb when it comes to scaling systems. When you scale your inputs (users, page views, messages, etc) by 10x, something breaks. Usually, it's something pretty fundamental. And the end result is that you need to replace a...
Rozado’s Visual...
Northern Awokening: Social-justice and prejudice-signifying language in Canadian news media
I have recently published a report with Aaron Wudrick from the Macdonald-Laurier Institute about...
a year ago
I have recently published a report with Aaron Wudrick from the Macdonald-Laurier Institute about changes in the language that the news media in Canada use. I have documented previously how in American news media mentions of terms that signify distinct forms of prejudice have...
One Useful Thing
A quick and sobering guide to cloning yourself
It took me a few minutes to create a fake me giving a fake lecture.
a year ago
It took me a few minutes to create a fake me giving a fake lecture.
Artificial Ignorance
AI Roundup 089: Adobe MAX
October 18, 2024.
3 months ago
Artificial Ignorance
Distributing the future
A reminder that things take time.
7 months ago
A reminder that things take time.
Weighty Thoughts
What is Defensibility?
Back to basics for AI startups and others
9 months ago
Back to basics for AI startups and others
Artificial Ignorance
Tutorial: How to build an AI agent (Part 2)
Part 2: Giving our agent internet access.
a year ago
Part 2: Giving our agent internet access.
Society's Backend
What you need to understand about LLM creativity
An simple overview of temperature and its effect on LLM output
8 months ago
An simple overview of temperature and its effect on LLM output
Marcus on AI
An AI rumor you won’t want to miss
Converging evidence that the core hypothesis driving generative AI may be wrong
2 months ago
Converging evidence that the core hypothesis driving generative AI may be wrong
fast.ai
My family’s unlikely homeschooling journey
Prior to 2020, we never expected to homeschool, and now we have committed to it long-term.
over a year ago
Prior to 2020, we never expected to homeschool, and now we have committed to it long-term.
Andrej Karpathy blog
Self-driving as a case study for AGI
Sparked by progress in Large Language Models (LLMs), there’s a lot of chatter recently about AGI,...
a year ago
Sparked by progress in Large Language Models (LLMs), there’s a lot of chatter recently about AGI, its timelines, and what it might look like. Some of it is hopeful and optimistic, but a lot of it is fearful and doomy, to put it mildly. Unfortunately, a lot of it is also very...
Artificial Ignorance
AI Roundup 032: The Insight Forum
September 15, 2023.
a year ago
Weighty Thoughts
Writing, Originality, and Why Does Anyone Care What I Write About?
Musings, Insecurities, and Thoughts on Writing a Book (or Substack)
4 weeks ago
Musings, Insecurities, and Thoughts on Writing a Book (or Substack)
Weighty Thoughts
CUDA is Still a Giant Moat for NVIDIA
Despite everyone’s focus on hardware, the software of AI is what protects NVIDIA
10 months ago
Despite everyone’s focus on hardware, the software of AI is what protects NVIDIA
Weighty Thoughts
Deep Tech Startups Are Not Software Startups
Or why AI and “Software/SaaS” are apples and oranges
11 months ago
Or why AI and “Software/SaaS” are apples and oranges
Rozado’s Visual...
ChatGPT no longer displays a clear left-leaning political bias
Update (20/01/2023): Results of administering 15 political orientation tests to ChatGPT Twitter...
over a year ago
Update (20/01/2023): Results of administering 15 political orientation tests to ChatGPT Twitter Thread Summary Between December 5-6, I applied 4 political orientation tests to ChatGPT. Results were consistent across the tests. All 4 tests diagnosed ChatGPT answers to their...
AI Snake Oil
AI safety is not a model property
Trying to make an AI model that can’t be misused is like trying to make a computer that can’t be...
10 months ago
Trying to make an AI model that can’t be misused is like trying to make a computer that can’t be used for bad things
One Useful Thing
My class required AI. Here's what I've learned so far.
(Spoiler alert: it has been very successful, but there are some lessons to be learned)
a year ago
(Spoiler alert: it has been very successful, but there are some lessons to be learned)
Marcus on AI
AI Agents: Hype versus Reality, redux
The contrast couldn’t be starker
a week ago
The contrast couldn’t be starker
Marcus on AI
Sam Altman thinks that AGI is basically a solved problem. I don’t. Here’s why.
Yesterday Sam Altman claimed in a new blog post that “We are now confident we how to build AGI as we...
2 weeks ago
Yesterday Sam Altman claimed in a new blog post that “We are now confident we how to build AGI as we have traditionally understood it”, alleging that OpenAI (which has not demonstrated AGI) was now on to new and better things.
AI Snake Oil
Can AI automate computational reproducibility?
A new benchmark to measure the impact of AI on improving science
4 months ago
A new benchmark to measure the impact of AI on improving science
Artificial Ignorance
The intern and the coach
A recent post from Wharton professor Ethan Mollick shared an impressive new study. In a nutshell, it...
a year ago
A recent post from Wharton professor Ethan Mollick shared an impressive new study. In a nutshell, it found that BCG consultants who used GPT-4 were up to 43% more effective at tasks vs. employees who didn’t.
One Useful Thing
When you give a Claude a mouse
Some quick impressions of an actual agent
3 months ago
Some quick impressions of an actual agent
Artificial Ignorance
Saving the world with AI and government grants
Listen now | A conversation with Helena Merk, founder and CEO of Streamline Climate.
6 months ago
Listen now | A conversation with Helena Merk, founder and CEO of Streamline Climate.
Matt Mazur
“Monthly Billed Annually” is Cursed Copy
There was a great discussion on Twitter recently that began with Daniel Vassallo calling out a SaaS...
a year ago
There was a great discussion on Twitter recently that began with Daniel Vassallo calling out a SaaS for not refunding an accidental annual payment he made on their service. He intended to purchase the monthly plan, but due to an unclear UI and poor copy, he unintentionally...
Artificial Ignorance
From Stable Diffusion to Stable Everything
Inside Stability AI's roster of AI models.
8 months ago
Inside Stability AI's roster of AI models.
Weighty Thoughts
Open AI's Valuation and a Favor to Ask
A guest post and an in-person panel
5 months ago
A guest post and an in-person panel
Daniel Miessler
News & Analysis | NO. 349
over a year ago
Rozado’s Visual...
DepolarizingGPT
A Political Chatbot that Gives 3 Politically Diverse Answers to Every Prompt
a year ago
A Political Chatbot that Gives 3 Politically Diverse Answers to Every Prompt
IEEE Spectrum
Video Friday: Cobot Proxie
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE...
2 months ago
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion.
Humanoids Summit: 11–12 December...
IEEE Spectrum
Unlock the Power of Agile for Hardware Teams
The Modified Agile for Hardware Development (MAHD) Framework is the ultimate solution for hardware...
a month ago
The Modified Agile for Hardware Development (MAHD) Framework is the ultimate solution for hardware teams seeking the benefits of Agile without the pitfalls of applying software-centric methods. Traditional development approaches, like waterfall, often result in delayed timelines,...
One Useful Thing
Prophecies of the Flood
What to make of the statements of the AI labs?
a week ago
What to make of the statements of the AI labs?
Sam Altman
The United Slate
I would like to find and support a slate of candidates for the 2018 California elections, and also...
over a year ago
I would like to find and support a slate of candidates for the 2018 California elections, and also to find someone to run a ballot initiative focused on affordable housing in the state. A team of aligned people has a chance to make a real change.
I believe in creating prosperity...
Artificial Ignorance
Tutorial: How to narrate video with Sora, GPT-Vision, and ElevenLabs
The future of entertainment is going to be a wild ride.
10 months ago
The future of entertainment is going to be a wild ride.
IEEE Spectrum
Video Friday: Arms on Vacuums
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE...
a week ago
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion.
RoboCup German Open: 12–16 March...
fast.ai
From Deep Learning Foundations to Stable Diffusion
Practical Deep Learning for Coders part 2, 2022
over a year ago
Practical Deep Learning for Coders part 2, 2022
AI Snake Oil
Is AI-generated disinformation a threat to democracy?
An essay on the future of generative AI on social media
a year ago
An essay on the future of generative AI on social media
Artificial Ignorance
AI Roundup 047: NYT v. OpenAI
Friday, December 29.
a year ago
Daniel Miessler
News & Analysis | NO. 353
over a year ago
One Useful Thing
The Best Available Human Standard
What are the imperatives of the upside?
a year ago
What are the imperatives of the upside?
The Berkeley...
Are We Ready for Multi-Image Reasoning? Launching VHs: The Visual Haystacks Benchmark!
Humans excel at processing vast arrays of visual information, a skill that is crucial for achieving...
6 months ago
Humans excel at processing vast arrays of visual information, a skill that is crucial for achieving artificial general intelligence (AGI). Over the decades, AI researchers have developed Visual Question Answering (VQA) systems to interpret scenes within single images and answer...
Rozado’s Visual...
Prevalence in News Media of Two Competing Hypotheses about COVID-19 Origins
Published article Quick Twitter summary Introduction As of August 2021, the origins of the...
over a year ago
Published article Quick Twitter summary Introduction As of August 2021, the origins of the SARS-CoV-2 virus that caused the COVID-19 pandemic remain a mystery. This essay summarizes a recent article I published about the prevalence in news media articles of two popular hypotheses...
Daniel Miessler
Sponsored Interview: Erkang Zheng of JupiterOne
In this standalone episode we’re doing a sponsored interview with Erkang Zheng of JupiterOne. So...
over a year ago
In this standalone episode we’re doing a sponsored interview with Erkang Zheng of JupiterOne. So Jupiter One is a special company to me. I just built a vuln management program at Robinhood based around them, and I believe so much in their vision that I’m looking to actually...
AI Snake Oil
Generative AI companies must publish transparency reports
The debate about the harms of AI is happening in a data vacuum
a year ago
The debate about the harms of AI is happening in a data vacuum
Society's Backend
Why Software Engineers Need to Understand Machine Learning
And how ML helps software engineers in their daily work
7 months ago
And how ML helps software engineers in their daily work
Society's Backend
Anti-Social Media
How our technology habituates the paradoxical relationship between social media and social isolation
a year ago
How our technology habituates the paradoxical relationship between social media and social isolation
Marcus on AI
The impeccable logic of Sam Altman
From a Bloomberg interview, spotted and summarized by Harlan Stewart, presented without further...
a week ago
From a Bloomberg interview, spotted and summarized by Harlan Stewart, presented without further comment:
Strange Loop Canon
Symposium: On Building God
a year ago
Artificial Ignorance
Getting to the top of the GPT Store (and building an AI-native search engine, too)
Listen now | A conversation with Christian Salem, founder and CPO of Consensus.
9 months ago
Listen now | A conversation with Christian Salem, founder and CPO of Consensus.
AI Snake Oil
Is Avoiding Extinction from AI Really an Urgent Priority?
The history of technology suggests that the greatest risks come not from the tech, but from the...
a year ago
The history of technology suggests that the greatest risks come not from the tech, but from the people who control it
Rozado’s Visual...
Prevalence of Prejudice-Denoting Words in News Media Discourse
Summary of manuscript “Prevalence of Prejudice-Denoting Words in News Media Discourse: A...
over a year ago
Summary of manuscript “Prevalence of Prejudice-Denoting Words in News Media Discourse: A Chronological Analysis”
Strange Loop Canon
Slouching Towards Utopia
by Brad DeLong
a year ago
Weighty Thoughts
The Mystical Q
OpenAI Q*, Primer on Reinforcement Learning, and Implications
a year ago
OpenAI Q*, Primer on Reinforcement Learning, and Implications
IEEE Spectrum
SwitchBot Introduces Modular Mobile Home Robot
Earlier this year, we reviewed the SwitchBot S10, a vacuuming and wet mopping robot that uses a...
2 weeks ago
Earlier this year, we reviewed the SwitchBot S10, a vacuuming and wet mopping robot that uses a water-integrated docking system to autonomously manage both clean and dirty water for you. It’s a pretty clever solution, and we appreciated that SwitchBot was willing to try something...
Sam Altman
Join the YC Software Team
If you want to get funded by YC as a founder in the future, but you don't have a startup that's...
over a year ago
If you want to get funded by YC as a founder in the future, but you don't have a startup that's ready for that yet, joining the YC software team is a great hack to get there.
The YC software team is a small group of hackers in SF that write the software that makes all the parts...
Artificial Ignorance
Workshop: Midjourney Masterclass with Daniel Nest
“This is one of the only webinars where I've actually been glued to my screen for the entire time,...
4 months ago
“This is one of the only webinars where I've actually been glued to my screen for the entire time, not distracted by passing whimsies...
Artificial Ignorance
AI Roundup 096: Happy Shipmas
December 6, 2024.
a month ago
One Useful Thing
Setting time on fire and the temptation of The Button
We used to consider writing an indication of time and effort spent on a task. That isn't true...
a year ago
We used to consider writing an indication of time and effort spent on a task. That isn't true anymore.
Rozado’s Visual...
Is climate change 100 times more threatening than gain-of-function research?
Mentions of climate change in news media vastly outnumber other existential threats
a year ago
Mentions of climate change in news media vastly outnumber other existential threats
Society's Backend
The Step-by-Step Guide to Becoming a Machine Learning Engineer
And other practical guides to understand machine learning
12 months ago
And other practical guides to understand machine learning
AI Snake Oil
The bait and switch behind AI risk prediction tools
Toronto recently used an AI tool to predict when a public beach will be safe. It went horribly awry....
over a year ago
Toronto recently used an AI tool to predict when a public beach will be safe. It went horribly awry. The developer claimed the tool achieved over 90% accuracy in predicting when beaches would be safe to swim in. But the tool did much worse: on a majority of the days when the...
Daniel Miessler
AI Art Just Opened The Threat to Human Work We Were Expecting from AGI
Let me start with the punchline: Something like 80% of most “knowledge work” is about to get...
over a year ago
Let me start with the punchline: Something like 80% of most “knowledge work” is about to get replaced by artificial intelligence. I’m not professionally educated or trained in AI, but I’ve read probably 30 books and spent thousands of hours thinking about it. I am not talking...
Society's Backend
Side Projects to Get a Job in ML, a Survey of Small Language Models, How to Build ML Pipelines, and...
Society's Backend Reading List 11-11-2024
2 months ago
Society's Backend Reading List 11-11-2024
Rozado’s Visual...
The political preferences of Grok
Elon Musk's response to ChatGPT
a year ago
Elon Musk's response to ChatGPT
Society's Backend
Resources to Get a Job in ML, Post-Transformer Architectures, What's in Store for 2025, and More
Society's Backend Reading List 12-30-2024
3 weeks ago
Society's Backend Reading List 12-30-2024
fast.ai
Mojo may be the biggest programming language advance in decades
Mojo is a new programming language, based on Python, which fixes Python’s performance and deployment...
a year ago
Mojo is a new programming language, based on Python, which fixes Python’s performance and deployment problems.
Marcus on AI
Hard-forked! Casey Newton’s distorted portrait of Gary Marcus and AI skepticism
What Casey Newton’s new essay skewering AI skepticism does—and does not—get right
a month ago
What Casey Newton’s new essay skewering AI skepticism does—and does not—get right
The Berkeley...
Modeling Extremely Large Images with $x$T
As computer vision researchers, we believe that every pixel can tell a story. However, there seems...
10 months ago
As computer vision researchers, we believe that every pixel can tell a story. However, there seems to be a writer’s block settling into the field when it comes to dealing with large images. Large images are no longer rare—the cameras we carry in our pockets and those orbiting our...
Society's Backend
The Unfortunate Truth Regarding AI Regulation
And the impact it'll have for decades to come
7 months ago
And the impact it'll have for decades to come
Andrej Karpathy blog
Short Story on AI: A Cognitive Discontinuity.
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The idea of writing a collection of short stories has been on my mind...
over a year ago
p {
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The idea of writing a collection of short stories has been on my mind for a while. This post is my first ever half-serious attempt at a story, and what better way to kick things off than with a story on AI and what that might look like if you...
IEEE Spectrum
Where’s My Robot?
See the interactive version of this story on our site →
2 months ago
See the interactive version of this story on our site →
Daniel Miessler
Summary: Andrej Karpathy on Lex Fridman’s Podcast (Late 2022)
This is member content. Thank you for being a subscriber. This is UL Member Content Subscribe...
a year ago
This is member content. Thank you for being a subscriber. This is UL Member Content Subscribe Already a member? Login
IEEE Spectrum
In 2025, People Will Try Living in This Underwater Habitat
The future of human habitation in the sea is taking shape in an abandoned quarry on the border of...
3 weeks ago
The future of human habitation in the sea is taking shape in an abandoned quarry on the border of Wales and England. There, the ocean-exploration organization Deep has embarked on a multiyear quest to enable scientists to live on the seafloor at depths up to 200 meters for weeks,...
Strange Loop Canon
People want competence, seemingly over everything else
All elections are about state capacity
2 months ago
All elections are about state capacity
Society's Backend
3 Key Principles for AI at Scale [Part 2]
The key to how large AI companies outcompete
2 weeks ago
The key to how large AI companies outcompete
The Berkeley...
Ghostbuster: Detecting Text Ghostwritten by Large Language Models
The structure of Ghostbuster, our new state-of-the-art method for detecting AI-generated...
a year ago
The structure of Ghostbuster, our new state-of-the-art method for detecting AI-generated text.
Large language models like ChatGPT write impressively well—so well, in fact, that they’ve become a problem. Students have begun using these models to ghostwrite assignments, leading...
AI Snake Oil
What the executive order means for openness in AI
Good news on paper, but the devil is in the details
a year ago
Good news on paper, but the devil is in the details
Artificial Ignorance
AI Roundup 052: AI, EO, DPA
February 2, 2024.
11 months ago
Artificial Ignorance
AI Roundup 095: QwQ
November 29, 2024.
a month ago
Society's Backend
The Slow, Painful Death of the Free Content Creator
It's happening as you read this
a year ago
It's happening as you read this
AI Snake Oil
Scientists should use AI as a tool, not an oracle
How AI hype leads to flawed research that fuels more hype
7 months ago
How AI hype leads to flawed research that fuels more hype
Society's Backend
Artificial Intelligence: A New Paradigm Emerges
A realistic perspective of the advantages and pitfalls of artificial intelligence
a year ago
A realistic perspective of the advantages and pitfalls of artificial intelligence
One Useful Thing
What Can be Done in 59 Seconds: An Opportunity (and a Crisis)
Five analytical tasks in under a minute
11 months ago
Five analytical tasks in under a minute
Artificial Ignorance
Why now?
What's behind our current AI boom?
a year ago
What's behind our current AI boom?
The Gradient
Why transformative artificial intelligence is really, really hard to achieve
A collection of the best technical, social, and economic arguments
Humans have a good track record...
a year ago
A collection of the best technical, social, and economic arguments
Humans have a good track record of innovation. The mechanization of agriculture, steam engines, electricity, modern medicine, computers, and the internet—these technologies radically changed the world. Still, the...
Artificial Ignorance
AI Roundup 044: Google Gemini
December 8, 2023.
a year ago
Artificial Ignorance
How to talk to your family about AI this Thanksgiving
A handy guide for your uncle's burning questions.
a year ago
A handy guide for your uncle's burning questions.
Daniel Miessler
Unsupervised Learning NO. 365 | China’s Decline, MicrosoftAI, Creativity Ratio…
🎙️If you're not subscribed to the podcast version of the newsletter, please add it using with your...
over a year ago
🎙️If you're not subscribed to the podcast version of the newsletter, please add it using with your favorite client! APPLE | SPOTIFY | OTHER SECURITY NEWS NYC Surveillance Amnesty International has revealed new research showing that the NYPD has over 15,000 cameras that can do...
The Berkeley...
Generating 3D Molecular Conformers via Equivariant Coarse-Graining and Aggregated Attention
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Figure 1: CoarsenConf architecture.
(I) The encoder $q_\phi(z| X, \mathcal{R})$ takes the...
a year ago
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Figure 1: CoarsenConf architecture.
(I) The encoder $q_\phi(z| X, \mathcal{R})$ takes the fine-grained (FG) ground truth conformer $X$, RDKit approximate conformer $\mathcal{R}$ , and coarse-grained (CG) conformer $\mathcal{C}$ as inputs (derived from $X$ and a predefined...
Matt Mazur
When LTD Purchasers Meet an Inactive User Policy
Last year I participated in a Lifetime Deal (LTD) promotion to offer Preceden to the AppSumo...
a year ago
Last year I participated in a Lifetime Deal (LTD) promotion to offer Preceden to the AppSumo community. Maybe I’ll dive into my experience there in another post, but I wanted to share an interesting thing that’s happening now, a year after the deal ended. AppSumo has a policy...
IEEE Spectrum
Video Friday: Mobile Robot Upgrades
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE...
3 months ago
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion.
ROSCon 2024: 21–23 October 2024,...
AI Snake Oil
AI cannot predict the future. But companies keep trying (and failing).
A new paper on how AI companies make false promises and how we can challenge them
a year ago
A new paper on how AI companies make false promises and how we can challenge them
IEEE Spectrum
Ensuring the Security and Resilience of Autonomous Fleets with Advanced Testing Frameworks
Autonomous systems, particularly fleets of drones and other unmanned vehicles, face increasing risks...
2 weeks ago
Autonomous systems, particularly fleets of drones and other unmanned vehicles, face increasing risks as their complexity grows. Despite advancements, existing testing frameworks fall short in addressing end-to-end security, resilience, and safety in zero-trust environments. The...
Weighty Thoughts
Consider the Llama
Are closed source AI models doomed?
6 months ago
Are closed source AI models doomed?
Artificial Ignorance
Milestones, motivations, and miscellany
Some thoughts on the future of this newsletter.
7 months ago
Some thoughts on the future of this newsletter.
Daniel Miessler
5 Things I’m Still Waiting for With the iPhone, Apple Watch, and AirPods
I just camped for the new lineup of Apple products, as I have every year since 2007, and I am pretty...
over a year ago
I just camped for the new lineup of Apple products, as I have every year since 2007, and I am pretty impressed. As many have said, this year was an incremental update. The iPhones look nearly identical. And so do the AirPods Pro 2. The exception was the Apple Watch Ultra, which...
Matt Mazur
Full Time Indie Hacking: First 3 Months in Review
At the end of 2022 I stopped contracting at Help Scout to focus full time on Preceden, a SaaS...
a year ago
At the end of 2022 I stopped contracting at Help Scout to focus full time on Preceden, a SaaS timeline maker tool that I had been running mostly as a side project since 2010. It’s April now so I figured I’d share an update on how things are going. My periodic Friday updates cover...
Society's Backend
Devin Has Exposed a Major Issue with Software Engineering
And isn't that we're all going to lose our jobs
10 months ago
And isn't that we're all going to lose our jobs
Society's Backend
Why Machine Learning Systems Misbehave
And what makes them so difficult to work with
6 months ago
And what makes them so difficult to work with
Matt Mazur
The Kenya Quick Answer Goes Viral, Again
On Thursday evening Chris Ingraham, a journalist with 100k followers on Twitter, shared a screenshot...
a year ago
On Thursday evening Chris Ingraham, a journalist with 100k followers on Twitter, shared a screenshot of the now-famous “african country that starts with k” Google Quick Answer, which quickly went viral, garnering over 82k likes and 3 million views as of the time of this writing...
The Gradient
Text-to-CAD: Risks and Opportunities
In the realm of AI-powered text-to-CAD, there's promise, but also a surge in subpar designs. Can we...
a year ago
In the realm of AI-powered text-to-CAD, there's promise, but also a surge in subpar designs. Can we steer this technology towards better outcomes?
Daniel Miessler
Why Apple Keeps Winning
People are blown away that Apple keeps winning while its competitors are floundering. It’s a simple...
over a year ago
People are blown away that Apple keeps winning while its competitors are floundering. It’s a simple formula. Make consistently super-high-quality products that work together as part of an ecosystem. Google and Microsoft have 20X Apple’s losses in the last year. A staggering $3...
Artificial Ignorance
AI Roundup 034: Meta Connect
September 29, 2023
a year ago
Society's Backend
Google AI Essentials, A New LLM Benchmark, Washington's AI Task Force, and More [Top 10 ML Resource...
Top 10 Machine Learning Resources and Updates Below are the top 10 machine learning resources and...
6 months ago
Top 10 Machine Learning Resources and Updates Below are the top 10 machine learning resources and updates from the past week you don't want to miss. I share more frequent ML updates on X so don’t forget to follow me there. Support Society's Backend for just $1/mo
Rozado’s Visual...
Artificial Intelligence and Portraits of 17th Century Physicists
The case for customizable AI systems as an alternative to one-size-fits-all AI systems
11 months ago
The case for customizable AI systems as an alternative to one-size-fits-all AI systems
Society's Backend
Pelosi opposes SB 1047, New LLM Training Paradigms, Prompt Caching to Save 90% of API Costs, and...
Machine learning resources and updates 8/19/2024
5 months ago
Machine learning resources and updates 8/19/2024
Matt Mazur
Looking to sell Emergent Mind
I currently have two products: Preceden, a SaaS timeline maker, and Emergent Mind, an AI news site...
a year ago
I currently have two products: Preceden, a SaaS timeline maker, and Emergent Mind, an AI news site and newsletter. Emergent Mind began last December as LearnGPT, a ChatGPT examples site, and I later renamed it to Emergent Mind and transitioned it the news site that it is today:...
Society's Backend
Why Rust Isn't Killing C++
And a consideration for choosing a language
9 months ago
And a consideration for choosing a language
Daniel Miessler
Napkin Ideas Around What Changes to Expect Post-ChatGPT
Work Replacement Talent Magnification Solopreneuers AI Specialists Idea Dominance Use Cases Random...
over a year ago
Work Replacement Talent Magnification Solopreneuers AI Specialists Idea Dominance Use Cases Random Thoughts If you’re reading this you already know the internet is on fire over the new GPTChatBot from OpenAI. There are people using it to create full virtual machines, to be their...
Strange Loop Canon
I wrote a book!
AI enables us to, finally, get "soft" APIs
a year ago
AI enables us to, finally, get "soft" APIs
Society's Backend
OpenAI's Strawberry May Enhance AI Reasoning, Optimization of Vision Language Models, Info on...
Weekly updates and resources 7/15/24
6 months ago
Weekly updates and resources 7/15/24
Rozado’s Visual...
Which is the Wokest AI?
A Wokeness Ranking of LLMs
11 months ago
A Wokeness Ranking of LLMs
Matt Mazur
It’s Time to Build
It’s been a few months so I wanted to say hey to the 7 of you who follow this blog and share a few...
9 months ago
It’s been a few months so I wanted to say hey to the 7 of you who follow this blog and share a few updates about what I’ve been up to. Quick recap At the start of 2023 I quit consulting to go full time on Preceden, my SaaS timeline maker, after growing it on … Continue reading...
Artificial Ignorance
GPTs won't make you rich
But they'll make you more productive.
a year ago
But they'll make you more productive.
Artificial Ignorance
AI Roundup 076: Grand theft audio
July 19, 2024.
6 months ago
Society's Backend
Welcome to 2024: The Year Where AI is No Longer an Option
Why everyone should learn about machine learning
a year ago
Why everyone should learn about machine learning
Artificial Ignorance
AI Roundup 079: Don't call it an acquisition
August 9, 2024.
5 months ago
Society's Backend
Discussions around OpenAI's o1, Superhuman AI, When AI Should Be An App, and More
Discussions from the past week: 09/16/2024
4 months ago
Discussions from the past week: 09/16/2024
One Useful Thing
Thinking Like an AI
A little intuition can help
3 months ago
A little intuition can help
Society's Backend
The FTC Cracks Down on Fake AI-Generated Reviews, Midjourney Available on the Web, AI Used to Farm...
Machine learning resources and updates 8/26/2024
4 months ago
Machine learning resources and updates 8/26/2024
Artificial Ignorance
AI Roundup 063: Llama 3
April 19, 2024.
9 months ago
Strange Loop Canon
LLMs breach a threshold
Open Source models get more powerful, and an AI system scores silver in Maths Olympiad
5 months ago
Open Source models get more powerful, and an AI system scores silver in Maths Olympiad
Artificial Ignorance
AI Roundup 077: A good week for open-source
July 26, 2024.
5 months ago
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