Society's Backend
What Makes Machine Learning so Hard for Software Engineers
How decades of learning a mindset makes adapting difficult
4 months ago
How decades of learning a mindset makes adapting difficult
fast.ai
Qualitative humanities research is crucial to AI
Following the thread of any seemingly quantitative issue in AI ethics (such as determining if...
over a year ago
Following the thread of any seemingly quantitative issue in AI ethics (such as determining if software to rate loan applicants is racially biased or evaluating YouTube’s recommendation system) quickly leads to a host of qualitative questions. Unfortunately, there is often a large...
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
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
4 months ago
Machine learning resources and updates 8/5/2024
Artificial Ignorance
AI Roundup 097: Model Mayhem
December 13, 2024.
a week ago
One Useful Thing
Reshaping the tree: rebuilding organizations for AI
Technological change brings organizational change.
a year ago
Technological change brings organizational change.
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...
Society's Backend
MASSIVE New Model Releases from Google, OpenAI, and Meta Change the AI Landscape
Society's Backend Reading List 12-16-2024
6 days ago
Society's Backend Reading List 12-16-2024
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.
One Useful Thing
Change blindness
21 months later
4 months ago
Society's Backend
Digitizing Smell, Automatic Prompt Optimization, Targeted AI Regulation, an Intro to AI Agents, and...
Society's Backend Reading List 11-04-2024
a month ago
Society's Backend Reading List 11-04-2024
Artificial Ignorance
YCombinator's AI boom is still going strong (W24)
Combing through all 158 YC AI startups (65% of the batch).
8 months ago
Combing through all 158 YC AI startups (65% of the batch).
The Berkeley...
Goal Representations for Instruction Following
Goal Representations for Instruction Following
Figure title. Figure caption. This image is...
a year ago
Goal Representations for Instruction Following
Figure title. Figure caption. This image is centered and set to 50%
page width. -->
A longstanding goal of the field of robot learning has been to create generalist agents that can perform tasks for humans. Natural language has...
AI Snake Oil
The LLaMA is out of the bag. Should we expect a tidal wave of disinformation?
The bottleneck isn't the cost of producing disinfo, which is already very low.
a year ago
The bottleneck isn't the cost of producing disinfo, which is already very low.
One Useful Thing
A guide to prompting AI (for what it is worth)
A little bit of magic, but mostly just practice
a year ago
A little bit of magic, but mostly just practice
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
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
Reverse Transcription
There are dozens of reasons to be bullish on AI right now, especially in the GPT space where we have...
over a year ago
There are dozens of reasons to be bullish on AI right now, especially in the GPT space where we have AIs producing so much extraordinary art. But I’m excited about something else that we’re naturally evolving GPT into, which I’m calling Reverse Transcription. A bit of background...
Made by Ollin
Emojin
An infinite kaomoji generator
over a year ago
An infinite kaomoji generator
Artificial Ignorance
AI Roundup 035: Me or your lying eyes
October 6, 2023.
a year ago
Society's Backend
Top 10 Machine Learning Resources and Updates 06/21/2024
The fastest way to get up to speed on ML fundamentals, Meta releases new models, NVIDIA releases...
6 months ago
The fastest way to get up to speed on ML fundamentals, Meta releases new models, NVIDIA releases open models, Google generates audio for video, and more
Daniel Miessler
News, Analysis, and Discovery | NO. 356
SECURITY NEWS TikTok has now admitted, after denying last week, that Chinese staff can in fact read...
over a year ago
SECURITY NEWS TikTok has now admitted, after denying last week, that Chinese staff can in fact read European TikTok data. Pressure is increasing across the US government to outright ban the app, but it's quickly becoming national infrastructure so many young people. MORE |...
One Useful Thing
On the necessity of a sin
Why treating AI like a person is the future
8 months ago
Why treating AI like a person is the future
Rozado’s Visual...
Mentions of Political Extremism in English Wikipedia
A data-driven exploration uncovers disparities. Are they shaped by editorial choices or broader...
a week ago
A data-driven exploration uncovers disparities. Are they shaped by editorial choices or broader societal/historical dynamics?
Made by Ollin
Priors for Autonomous Vehicle Development
over a year ago
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
2 months ago
Society's Backend Reading List 10-07-2024
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...
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
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
One Useful Thing
What AI can do with a toolbox... Getting started with Code Interpreter
Democratizing data analysis with AI
a year ago
Democratizing data analysis with AI
Artificial Ignorance
AI Roundup 069: Project Greymatter
May 31, 2024.
6 months ago
Society's Backend
What you need to understand about LLM creativity
An simple overview of temperature and its effect on LLM output
7 months ago
An simple overview of temperature and its effect on LLM output
The Berkeley...
2024 BAIR Graduate Directory
Every year, the Berkeley Artificial Intelligence Research (BAIR) Lab graduates some of the most...
9 months ago
Every year, the Berkeley Artificial Intelligence Research (BAIR) Lab graduates some of the most talented and innovative minds in artificial intelligence and machine learning. Our Ph.D. graduates have each expanded the frontiers of AI research and are now ready to embark on new...
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...
9 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
What just happened
A transformative month rewrites the capabilities of AI
3 days ago
A transformative month rewrites the capabilities of AI
Society's Backend
AI Video Editing, MLX vs PyTorch, AI in Space, and More [Comprehensive ML Resource List for 6/28/24]
Here is a comprehensive list of all machine learning resources and updates from the past week. Thank...
5 months ago
Here is a comprehensive list of all machine learning resources and updates from the past week. Thank you for supporting Society's Backend! Don't forget to also follow me on X. Claude 3.5 Sonnet Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
One Useful Thing
Doing Stuff with AI: Opinionated Midyear Edition
AI systems have gotten more capable and easier to use
6 months ago
AI systems have gotten more capable and easier to use
Society's Backend
I Beat Newsletter Fatigue With AI
And why direct forms of communication will always be super valuable
10 months ago
And why direct forms of communication will always be super valuable
One Useful Thing
What Apple's AI Tells Us: Experimental Models⁴
Siri versus the machine god?
6 months ago
Siri versus the machine god?
Artificial Ignorance
AI Roundup 030: OpenAI's $1B revenue
September 1, 2023
a year ago
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
Why MLX is Important for the ML Community
And a step-by-step guide to train a machine learning model on your Mac
7 months ago
And a step-by-step guide to train a machine learning model on your Mac
Artificial Ignorance
Workshop: Prompt Engineering for Claude
Watch now | If you’ve ever wanted to level up your AI prompting skills, this is the workshop for...
2 months ago
Watch now | If you’ve ever wanted to level up your AI prompting skills, this is the workshop for you.
Strange Loop Canon
Predicting AI
I revisit past predictions
3 months ago
I revisit past predictions
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...
Matt Mazur
Preceden’s Spam Problem
Around a year ago, I started noticing some spammy timelines being created on Preceden, my SaaS...
a year ago
Around a year ago, I started noticing some spammy timelines being created on Preceden, my SaaS timeline maker tool. I’m honestly surprised it took spammers so long: Preceden is a freemium product (meaning people can sign up and try it for free), the product makes it very easy to...
Daniel Miessler
NO. 363 | FrontView Mirror: 2023 Edition
New Content 💡FRONTVIEW MIRROR: 2023 EDITION 💡MY PHILOSOPHY AND RECOMMENDATIONS ON THE LASTPASS...
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...
One Useful Thing
AI is not good software. It is pretty good people.
A pragmatic approach to thinking about AI
a year ago
A pragmatic approach to thinking about AI
Society's Backend
A Privacy Review: TikTok
You should stick to Instagram Reels and YouTube Shorts
a year ago
You should stick to Instagram Reels and YouTube Shorts
Society's Backend
A Privacy Review: Google
I read Google's privacy policy for you
a year ago
I read Google's privacy policy for you
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...
Artificial Ignorance
AI Roundup 071: How do you like them AIs
June 14, 2024.
6 months ago
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
Stories by Andrej...
ICML accepted papers institution stats
over 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
Artificial Ignorance
Stop begging for JSON
How OpenAI's Structured Outputs makes building with AI much more reliable.
a week ago
How OpenAI's Structured Outputs makes building with AI much more reliable.
Strange Loop Canon
OpenAI's Strawberry models can reason like an expert
When models can think
3 months ago
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
Daniel Miessler
Podcast Audio Quality: AI-based Post-processing vs. Hardware
I’ve been podcasting since 2015 and got really into audio when the plague started. Like…too much....
over a year ago
I’ve been podcasting since 2015 and got really into audio when the plague started. Like…too much. Anyway. I’ve been obsessed with podcast audio quality for years, and have been through so…many…iterations of my setup. I started with a Yeti (still a great mic). Did the...
Artificial Ignorance
AI Roundup 079: Don't call it an acquisition
August 9, 2024.
4 months ago
Strange Loop Canon
Mind the Gap
from empire to umpire
a year ago
Artificial Ignorance
Who in their right mind would do an AI hardware startup
From megaFLOPS to mega flops.
8 months ago
From megaFLOPS to mega flops.
Matt Mazur
When you ship a major bug before signing off for the day
For better or worse, I still handle all of Preceden’s support requests. At one I did have help...
a year ago
For better or worse, I still handle all of Preceden’s support requests. At one I did have help (thanks Liesl!), but these days support takes at most an hour per week, and all requests fall into two buckets: As a result, there hasn’t been a pressing need to outsource support. But...
Artificial Ignorance
Workshop: Enough GPT To Be Dangerous with Sairam Sundaresan
Have you ever wondered what’s actually happening inside ChatGPT and Claude, but found “explainers”...
a month ago
Have you ever wondered what’s actually happening inside ChatGPT and Claude, but found “explainers” too complex or technical?
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...
Daniel Miessler
Stadia is Google’s Product Strategy
Few things in tech were more predictable than Stadia shutting down. Here’s what I wrote the week it...
over a year ago
Few things in tech were more predictable than Stadia shutting down. Here’s what I wrote the week it came out: Here’s what I said about it in 2021. And here’s my analysis of why this keeps happening: How I Knew Stadia Would Fail The overall reason for this is UI/UX in my opinion,...
Andrej Karpathy blog
Deep Reinforcement Learning: Pong from Pixels
-->
This is a long overdue blog post on Reinforcement Learning (RL). RL is hot! You may have...
over a year ago
-->
This is a long overdue blog post on Reinforcement Learning (RL). RL is hot! You may have noticed that computers can now automatically learn to play ATARI games (from raw game pixels!), they are beating world champions at Go, simulated quadrupeds are learning to run and leap,...
The Gradient
The Artificiality of Alignment
This essay first appeared in Reboot.
Credulous, breathless coverage of “AI existential risk”...
a year ago
This essay first appeared in Reboot.
Credulous, breathless coverage of “AI existential risk” (abbreviated “x-risk”) has reached the mainstream. Who could have foreseen that the smallcaps onomatopoeia “ꜰᴏᴏᴍ” — both evocative of and directly derived from children’s cartoons —
The Berkeley...
FIGS: Attaining XGBoost-level performance with the interpretability and speed of CART
FIGS (Fast Interpretable Greedy-tree Sums): A method for building interpretable models by...
over a year ago
FIGS (Fast Interpretable Greedy-tree Sums): A method for building interpretable models by simultaneously growing an ensemble of decision trees in competition with one another.
Recent machine-learning advances have led to increasingly complex predictive models, often at the cost...
Artificial Ignorance
AI Roundup 064: Big Tech's small models
April 26, 2024.
8 months ago
Society's Backend
Why Rust Isn't Killing C++
And a consideration for choosing a language
8 months ago
And a consideration for choosing a language
Frank’s Ramblings
a16z Blogs Are Just Glorified Marketing
… glorified marketing for portfolio companies, that is
I came across one of a16z’s blog posts on...
a year ago
… glorified marketing for portfolio companies, that is
I came across one of a16z’s blog posts on Hacker News today, titled Emerging Architectures for LLM Applications. For folks who didn’t catch it, here’s the tl;dr:
The emerging LLM stack is composed of several elements centered...
Artificial Ignorance
AI Roundup 049: Down the Rabbit hole
January 12, 2023.
11 months ago
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...
Artificial Ignorance
Tutorial: How to make and share custom GPTs
They're not going to disrupt everything (yet), but they're a ton of fun.
a year ago
They're not going to disrupt everything (yet), but they're a ton of fun.
One Useful Thing
I hope you weren't getting too comfortable.
I just got access to the new Bing AI. My initial thoughts are that our assumptions about the limits...
a year ago
I just got access to the new Bing AI. My initial thoughts are that our assumptions about the limits of AI were wrong.
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
Artificial Ignorance
AI Roundup 083: Bioacoustics
September 6, 2024.
3 months ago
Sam Altman
Greg
A lot of people ask me what the ideal cofounder looks
like. I now have an answer: Greg...
over a year ago
A lot of people ask me what the ideal cofounder looks
like. I now have an answer: Greg Brockman.
Every successful startup I know has at least one person who
provides the force of will to make the startup happen. I’d thought a lot
about this in the abstract while advising YC...
Artificial Ignorance
AI Roundup 076: Grand theft audio
July 19, 2024.
5 months ago
Rozado’s Visual...
RightWingGPT – An AI Manifesting the Opposite Political Biases of ChatGPT
The Dangers of Politically Aligned AIs and their Negative Effects on Societal Polarization
a year ago
The Dangers of Politically Aligned AIs and their Negative Effects on Societal Polarization
One Useful Thing
Using AI to make teaching easier & more impactful
Here are five strategies and prompts that work for GPT-3.5 & GPT-4
a year ago
Here are five strategies and prompts that work for GPT-3.5 & GPT-4
The Gradient
A Brief Overview of Gender Bias in AI
A brief overview and discussion on gender bias in AI
8 months ago
A brief overview and discussion on gender bias in AI
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?
Marcus on AI
A new AI scaling law shell game?
Scaling laws were supposed to be, well, laws.
3 weeks ago
Scaling laws were supposed to be, well, laws.
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?...
Weighty Thoughts
Is AI a Winner-Take-All Market?
A critical question for investors in AI
4 months ago
A critical question for investors in AI
Society's Backend
Weekly Backend #5: 55 Resources
The inner workings of transformers, Machine Learning Q and AI, machine learning classifies harmful...
7 months ago
The inner workings of transformers, Machine Learning Q and AI, machine learning classifies harmful viruses, and more
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...
The Gradient
Neural algorithmic reasoning
In this article, we will talk about classical computation: the kind of computation typically found...
a year ago
In this article, we will talk about classical computation: the kind of computation typically found in an undergraduate Computer Science course on Algorithms and Data Structures [1]. Think shortest path-finding, sorting, clever ways to break problems down into simpler problems,...
Made by Ollin
A Video History of Self-Driving Cars
over a year ago
Rozado’s Visual...
Sentiment Associations of Politically Loaded Terms in News Media
Summary of manuscript “Using Word Embeddings to Probe Sentiment Associations of Politically Loaded...
over a year ago
Summary of manuscript “Using Word Embeddings to Probe Sentiment Associations of Politically Loaded Terms in News and Opinion Articles from News Media Outlets”
Artificial Ignorance
AI Roundup 037: The AI IPCC
October 20, 2023.
a year ago
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
a month ago
Society's Backend Reading List 11-11-2024
Strange Loop Canon
AI embraces its product arc
fuzzy processors are entering mass production
7 months ago
fuzzy processors are entering mass production
Society's Backend
An AI Revolution Isn't Coming - We're Already In It
A small showcase of companies using AI in ways that will change your life
a year ago
A small showcase of companies using AI in ways that will change your life
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...
Weighty Thoughts
Fear and Loathing in 7nm
How much does Huawei and SMIC's new chip matter? And what should the US do?
a year ago
How much does Huawei and SMIC's new chip matter? And what should the US do?
Daniel Miessler
News & Analysis | NO. 351
over a year ago
Matt Mazur
Emergent Mind in The Atlantic
One of the many people who saw the incorrect Google Quick Answer about Kenya was an editor at The...
a year ago
One of the many people who saw the incorrect Google Quick Answer about Kenya was an editor at The Atlantic who asked Caroline Mimbs Nyce, one of their reporters, to look into it. Caroline interviewed me for the article they just published which focused on the challenges Google is...
One Useful Thing
Blinded by Analogies
What is this AI thing? The wrong model can lead us astray
a year ago
What is this AI thing? The wrong model can lead us astray
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...
5 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
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
Saving the world with AI and government grants
Listen now | A conversation with Helena Merk, founder and CEO of Streamline Climate.
5 months ago
Listen now | A conversation with Helena Merk, founder and CEO of Streamline Climate.
One Useful Thing
The Homework Apocalypse
Fall is going to be very different this year. Educators need to be ready.
a year ago
Fall is going to be very different this year. Educators need to be ready.
Artificial Ignorance
10 AI predictions for 2024
Hey Siri, set a reminder for 365 days.
12 months ago
Hey Siri, set a reminder for 365 days.
Artificial Ignorance
AI Roundup 084: Strawberry / o1
September 13, 2024.
3 months ago
IEEE Spectrum
Video Friday: Trick or Treat, Atlas
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE...
a month 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...
One Useful Thing
The future of education in a world of AI
A positive vision for the transformation to come
a year ago
A positive vision for the transformation to come
IEEE Spectrum
Video Friday: Quadruped Ladder Climbing
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.
IROS 2024: 14–18 October 2024, ABU...
One Useful Thing
Democratizing the future of education
We are all EdTech designers, now
a year ago
We are all EdTech designers, now
Weighty Thoughts
Scaling is a Choice
Progress in tech is rarely “inevitable.” Looking at semiconductors and AI.
3 days ago
Progress in tech is rarely “inevitable.” Looking at semiconductors and AI.
Artificial Ignorance
AI Roundup 034: Meta Connect
September 29, 2023
a year ago
Artificial Ignorance
10 of the most impactful AI stories of 2023
A quick look back on a very busy year in AI.
a year ago
A quick look back on a very busy year in AI.
One Useful Thing
Thinking Like an AI
A little intuition can help
2 months ago
A little intuition can help
Matt Mazur
Screw it, I’m Keeping Emergent Mind
A few months ago I announced I was going to try to sell Emergent Mind, my AI news aggregator, so I...
a year ago
A few months ago I announced I was going to try to sell Emergent Mind, my AI news aggregator, so I could focus on Preceden, my SaaS timeline maker. I wound up having a lot of discussions with potential buyers, but in the end the offers I received were either too low to be worth...
Marcus on AI
Don’t Ride This Bike! Generative AI’s persistent trouble with compositionality and parts
When the text-to-image AI generation system DALL-E2 was released in April 2022, the two of us,...
a week ago
When the text-to-image AI generation system DALL-E2 was released in April 2022, the two of us, together with Scott Aaronson, ran some informal experiments to probe its abilities.
fast.ai
From Deep Learning Foundations to Stable Diffusion
We’ve released our new course with over 30 hours of video content.
a year ago
We’ve released our new course with over 30 hours of video content.
Daniel Miessler
Humiliation is Deadly
I’ve been thinking for a few years about the danger presented by humiliated people and groups. That...
over a year ago
I’ve been thinking for a few years about the danger presented by humiliated people and groups. That is, people who not only feel like they have no respect and no options to gain any respect, but who also feel that: They deserve those things, and… That someone else is the cause of...
Artificial Ignorance
AI Roundup 051: The Taylor Swift thing
January 26, 2024.
11 months ago
Artificial Ignorance
AI Roundup 050: Synthetic Geometry
January 19, 2024.
11 months ago
Artificial Ignorance
How to reverse engineer the Substack (or any!) web API
Building an unauthorized Substack client with Claude.
4 months ago
Building an unauthorized Substack client with Claude.
One Useful Thing
Feats to astonish and amaze
A compendium of things I didn't think AI should be able to do
a year ago
A compendium of things I didn't think AI should be able to do
IEEE Spectrum
Video Friday: Happy Holidays!
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE...
2 days 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,...
Artificial Ignorance
AI Roundup 058: Devin and SIMA
March 15, 2023.
9 months 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).
Marcus on AI
8 signs that Donald Trump has a progressive form of dementia
And how our media is failing, wildly, in one of the most important stories in US history
a month ago
And how our media is failing, wildly, in one of the most important stories in US history
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...
Matt Mazur
Introducing Preceden’s new AI-Powered Timeline Generator
For the past few months I’ve been heads down building an AI-powered timeline generator tool for...
a year ago
For the past few months I’ve been heads down building an AI-powered timeline generator tool for Preceden, my SaaS timeline maker software: The tool – which is free to use and available on Preceden’s homepage – lets you type in a topic or detailed description of a timeline and it...
The Berkeley...
Designing Societally Beneficial Reinforcement Learning Systems
Deep reinforcement learning (DRL) is transitioning from a research field focused on game playing to...
over a year ago
Deep reinforcement learning (DRL) is transitioning from a research field focused on game playing to a technology with real-world applications. Notable examples include DeepMind’s work on controlling a nuclear reactor or on improving Youtube video compression, or Tesla attempting...
Strange Loop Canon
Seeing Like A Network
Dark Forests, Dense Networks
6 months ago
Dark Forests, Dense Networks
Rozado’s Visual...
The ‘Great Awokening' Preceded Trump. It May Continue Beyond Him
Newsweek opinion piece Follow-up: Prevalence of Prejudice-Denoting Words in News Media Discourse...
over a year ago
Newsweek opinion piece Follow-up: Prevalence of Prejudice-Denoting Words in News Media Discourse Over the last five years, poll after poll has found that the GOP base has grown warmer towards Blacks, Hispanics, immigrants and Muslims. They’ve simultaneously become
Weighty Thoughts
Deep Tech Startups Are Not Software Startups
Or why AI and “Software/SaaS” are apples and oranges
10 months ago
Or why AI and “Software/SaaS” are apples and oranges
Society's Backend
All Machine Learning Resources and Updates 06/21/2024
Below are the machine learning resources and updates from the past few days you don't want to miss....
6 months ago
Below are the machine learning resources and updates from the past few days you don't want to miss. If you want all the ML updates from X, follow me there. Mamba + Sliding Window Attention = SAMBA with Efficient Unlimited... China runs to be one of top global players in AI model...
Strange Loop Canon
Whither Utopia?
The mystery of why we don't dream of building perfect societies anymore
6 months ago
The mystery of why we don't dream of building perfect societies anymore
The Berkeley...
Why do Policy Gradient Methods work so well in Cooperative MARL? Evidence from Policy Representation
In cooperative multi-agent reinforcement learning (MARL), due to its on-policy nature, policy...
over a year ago
In cooperative multi-agent reinforcement learning (MARL), due to its on-policy nature, policy gradient (PG) methods are typically believed to be less sample efficient than value decomposition (VD) methods, which are off-policy. However, some recent empirical studies demonstrate...
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
AI Snake Oil
ML is useful for many things, but not for predicting scientific replicability
How the veneer of AI is used to legitimize awful ideas
a year ago
How the veneer of AI is used to legitimize awful ideas
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...
3 months ago
Prejudice-denoting terms in academic research have recently decreased while some DEI-related terms continue to rise—what does this shift reveal?
Weighty Thoughts
The EU is making itself an economic backwater
Regulation is not a real export
5 months ago
Regulation is not a real export
Rozado’s Visual...
Is the Great Awokening Really Winding Down? Part I: Some Multifaceted Evidence from Twitter Content
There has been some discussion lately by Eric Kaufmann, Tyler Cowen, Balaji Srinivasan, Paul Graham...
a year ago
There has been some discussion lately by Eric Kaufmann, Tyler Cowen, Balaji Srinivasan, Paul Graham and Musa Al Gharbi as to whether The Great Awokening is winding down. I’m going to write a series of blog entries about this topic to contribute to the discussion. In order to do...
Artificial Ignorance
AI Roundup 072: The new new Claude
June 21, 2024.
6 months ago
Strange Loop Canon
Google had a very bad week
Gemini's paradox
9 months ago
One Useful Thing
Centaurs and Cyborgs on the Jagged Frontier
I think we have an answer on whether AIs will reshape work....
a year ago
I think we have an answer on whether AIs will reshape work....
Rozado’s Visual...
Which is the Wokest AI?
A Wokeness Ranking of LLMs
9 months ago
A Wokeness Ranking of LLMs
Strange Loop Canon
AI bill vetoed; what's next?
Make AI regulations evidence based
2 months ago
Make AI regulations evidence based
Society's Backend
One Year of Society's Backend
The lessons I've learned along the way
4 months ago
The lessons I've learned along the way
Strange Loop Canon
The age of access
the great polarisation theory, and the death of professions
a year ago
the great polarisation theory, and the death of professions
Artificial Ignorance
Has YC hit peak AI? (F24)
The latest batch is up to 86% AI startups.
2 weeks ago
The latest batch is up to 86% AI startups.
Society's Backend
Would You Build the Manhattan Project in the UAE?
Thoughts on AI national security threats
6 months ago
Thoughts on AI national security threats
Society's Backend
Positioning Myself: The Greatest Piece of Career Advice I've Ever Received
And how it changed my personal life too
12 months ago
And how it changed my personal life too
Artificial Ignorance
AI Roundup 088: Movie magic
October 11, 2024.
2 months ago
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
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...
Made by Ollin
Acapella Extraction with ConvNets
A working prototype
over a year 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
One Useful Thing
How to use AI to do practical stuff: A new guide
People often ask me how to use AI. Here's an overview with lots of links.
a year ago
People often ask me how to use AI. Here's an overview with lots of links.
Artificial Ignorance
AI Roundup 057: Claude 3
March 8, 2024.
9 months ago
The Gradient
Car-GPT: Could LLMs finally make self-driving cars happen?
Exploring the utility of large language models in autonomous driving: Can they be trusted for...
9 months ago
Exploring the utility of large language models in autonomous driving: Can they be trusted for self-driving cars, and what are the key challenges?
Artificial Ignorance
YC is now 80% AI startups (S24)
Analyzing the latest companies out of "AI Combinator"
2 months ago
Analyzing the latest companies out of "AI Combinator"
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.
Society's Backend
The Problem with American Emergency Alerts
In a world of self-driving cars and human-like chatbots, shouldn't the best technologies would be...
a year ago
In a world of self-driving cars and human-like chatbots, shouldn't the best technologies would be used for life-saving applications?
PromptArmor Blog
Announcing LASEC: LLM Application Security Executive Certification
Including a never before seen exploit from PromptArmor's cutting edge threat intelligence team.
9 months ago
Including a never before seen exploit from PromptArmor's cutting edge threat intelligence team.
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,...
Weighty Thoughts
Why we need AI as a society
We’re aging too fast (AKA my entire AI/robotics investment thesis)
7 months ago
We’re aging too fast (AKA my entire AI/robotics investment thesis)
AI Snake Oil
OpenAI’s policies hinder reproducible research on language models
LLMs have become privately-controlled research infrastructure
a year ago
LLMs have become privately-controlled research infrastructure
Rozado’s Visual...
The decreasing/increasing prevalence of the terms "global warming" and "climate change" in news...
I will drop this here as a simple curiosity without much further comment: The decreasing/increasing...
over a year ago
I will drop this here as a simple curiosity without much further comment: The decreasing/increasing prevalence of the terms global warming and climate change in news media discourse. For some reason, peak usage of the term global warming happened in 2007 and it has been dropping...
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
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...
The Berkeley...
Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination
Sample language model responses to different varieties of English and native speaker...
3 months ago
Sample language model responses to different varieties of English and native speaker reactions.
ChatGPT does amazingly well at communicating with people in English. But whose English?
Only 15% of ChatGPT users are from the US, where Standard American English is the default. But...
Society's Backend
A Fundamental Overview of Machine Learning Experimentation [Part 1]
And how it differs from the software development you're familiar with
2 weeks ago
And how it differs from the software development you're familiar with
AI Snake Oil
AI Snake Oil is now available to preorder
What artificial intelligence can do, what it can't, and how to tell the difference
8 months ago
What artificial intelligence can do, what it can't, and how to tell the difference
Artificial Ignorance
AI Roundup 063: Llama 3
April 19, 2024.
8 months ago
The Berkeley...
The Berkeley Crossword Solver
We recently published the Berkeley Crossword Solver (BCS), the current state of the art for solving...
over a year ago
We recently published the Berkeley Crossword Solver (BCS), the current state of the art for solving American-style crossword puzzles. The BCS combines neural question answering and probabilistic inference to achieve near-perfect performance on most American-style crossword...
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.
Weighty Thoughts
Let’s Talk About AI Compute
What really matters and why AI computing is exactly the same as all other large-scale computing
a year ago
What really matters and why AI computing is exactly the same as all other large-scale computing
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...
Artificial Ignorance
Bridging AI and human creativity
A conversation with Harrison Telyan, co-founder of NUMI.
10 months ago
A conversation with Harrison Telyan, co-founder of NUMI.
IEEE Spectrum
Video Friday: Cobot Proxie
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE...
4 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.
Humanoids Summit: 11–12 December...
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...
AI Snake Oil
Will AI transform law?
The hype is not supported by current evidence
11 months ago
The hype is not supported by current evidence
IEEE Spectrum
Remote Sub Sustains Science Kilometers Underwater
The water column is hazy as an unusual remotely operated vehicle glides over the seafloor in search...
2 months ago
The water column is hazy as an unusual remotely operated vehicle glides over the seafloor in search of a delicate tilt meter deployed three years ago off the west side of Vancouver Island. The sensor measures shaking and shifting in continental plates that will eventually unleash...
One Useful Thing
Detecting the Secret Cyborgs
The AI Trap for Organizations
a year ago
The AI Trap for Organizations
Rozado’s Visual...
New York Times Word Usage Frequency Chart – An Update
A timely update of an informative chart
a year ago
A timely update of an informative chart
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.
Marcus on AI
o3, AGI, the art of the demo, and what you can expect in 2025
OpenAI’s new model was revealed yesterday; its most fervent believers think AGI has already arrived....
yesterday
OpenAI’s new model was revealed yesterday; its most fervent believers think AGI has already arrived. Here’s what you should pay attention to in the coming year.
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...
Society's Backend
Top 10 Machine Learning Resources and Updates 06/14/2024
A new AI employee, a four hour video on recreating GPT-2, meritocracy at Scale, and more
6 months ago
A new AI employee, a four hour video on recreating GPT-2, meritocracy at Scale, and more
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...
9 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...
Strange Loop Canon
We all live on a knife's edge, and it's fine
Or: How we weaponised serendipity
8 months ago
Or: How we weaponised serendipity
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...
Daniel Miessler
NO. 368 | ChinaBalloons, CustomGPT, 90s++…
✅ Please add this address to your "safe senders" or equivalent within your mail client. It'll...
a year ago
✅ Please add this address to your "safe senders" or equivalent within your mail client. It'll prevent the email from occasionally descending into the void. SECURITY The US shot down a Chinese spy balloon. They gathered the debris from the water it fell into, and it's currently...
One Useful Thing
Confronting Impossible Futures
We shouldn't be certain about what is next, but we should plan for it
5 months ago
We shouldn't be certain about what is next, but we should plan for it
Artificial Ignorance
Tutorial: How to build an AI agent (Part 1)
Part 1: What is an agent, and how do they work?
a year ago
Part 1: What is an agent, and how do they work?
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
Marcus on AI
An AI rumor you won’t want to miss
Converging evidence that the core hypothesis driving generative AI may be wrong
a month ago
Converging evidence that the core hypothesis driving generative AI may be wrong
Frank’s Ramblings
Vision Transformers are Overrated
Vision transformers (ViTs) have seen an incredible rise in the past four years. They have an obvious...
11 months ago
Vision transformers (ViTs) have seen an incredible rise in the past four years. They have an obvious upside: in a visual recognition setting, the receptive field of a pure ViT is effectively the entire image 1. In particular, vanilla ViTs maintain the quadratic time complexity...
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.
Sam Altman
Productivity
I think I am
at least somewhat more productive than average, and people sometimes ask me...
over a year ago
I think I am
at least somewhat more productive than average, and people sometimes ask me for
productivity tips. So I decided to just write them all down in one place.
Compound
growth gets discussed as a financial concept, but it works in careers as well,
and it is magic. A...
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.
8 months ago
Listen now | A conversation with Christian Salem, founder and CPO of Consensus.
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
Society's Backend
How to Know if Your Data is Being Used Maliciously
The information you should know about a company before gifting them your data
a year ago
The information you should know about a company before gifting them your data
Daniel Miessler
Using Custom Searches in Safari (in 2022)
I’ve just started using Safari again after being on Chrome for a while, and one of the things I miss...
over a year ago
I’ve just started using Safari again after being on Chrome for a while, and one of the things I miss most from Chrome is custom searches. There you can search Amazon directly from the address bar by doing: You can change the search prompts to be single letters like ‘a’ for...
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...
The Gradient
Deep learning for single-cell sequencing: a microscope to see the diversity of cells
On the the pivotal role that Deep Learning has played as a key enabler for advancing single-cell...
11 months ago
On the the pivotal role that Deep Learning has played as a key enabler for advancing single-cell sequencing technologies.
Daniel Miessler
UL NO. 354 | THE NEWS & ANALYSIS SERIES
SECURITY NEWS The US has implemented a number of aggressive export controls to stop China from...
over a year ago
SECURITY NEWS The US has implemented a number of aggressive export controls to stop China from attaining advanced semiconductors. And now it looks like the bans will be expanded to quantum computing and AI as well. NYTIMES | MY ANALYSIS BELOW It appears Bytedance had a plan to...
Artificial Ignorance
AI Roundup 066: AlphaFold 3
May 10, 2024.
7 months ago
Daniel Miessler
News & Analysis | NO. 349
over a year ago
Jascha’s blog
Brain dump on the diversity of AI risk
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
...
a year ago
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'G-1XJMTJ5KCK');
.md h2 {
font-size: 20px;
}
AI has the power to change the world in both wonderful and terrible ways. We should try to...
Artificial Ignorance
AI Roundup 092: Watermarking the AI wave
November 8, 2024.
a month ago
Daniel Miessler
OpenAI’s Purpose is to Build AGI, and What That Means
Sam Altman, the CEO of OpenAI, has said multiple times that, He says it in this video as well. >...
a year ago
Sam Altman, the CEO of OpenAI, has said multiple times that, He says it in this video as well. > We’re very much here to build AGI. Sam Altman I am not sure how many people realize this about the company. They’re not like playing with other AI-related tech and AGI might come out...
Artificial Ignorance
How to fine-tune ChatGPT
No GPU cluster required.
a year ago
AI Snake Oil
A safe harbor for AI evaluation and red teaming
An argument for legal and technical safe harbors for AI safety and trustworthiness research
9 months ago
An argument for legal and technical safe harbors for AI safety and trustworthiness research
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,...
Daniel Miessler
My Philosophy and Recommendations Around the LastPass Breaches
If you follow Information Security at all you are surely aware of the LastPass breach situation. It...
a year ago
If you follow Information Security at all you are surely aware of the LastPass breach situation. It started back in August of 2022 as a fairly common breach notification on a blog, but it, unfortunately, turned into more of a blog series. The initial blog was on August 25th,...
One Useful Thing
Gradually, then Suddenly: Upon the Threshold
Small improvements can lead to big changes
5 months ago
Small improvements can lead to big changes
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)
Sam Altman
Project Covalence
Almost every company and non-profit working on COVID-19 that I offered to help asked for support...
over a year ago
Almost every company and non-profit working on COVID-19 that I offered to help asked for support with clinical trials—for companies focusing on developing novel drugs, vaccines, and diagnostics, rapidly spinning up trials is one of their biggest bottlenecks.
Science remains the...
AI Snake Oil
On the Societal Impact of Open Foundation Models
Adding precision to the debate on openness in AI
9 months ago
Adding precision to the debate on openness in AI
Artificial Ignorance
AI Roundup 090: Computer Use
October 25, 2024.
a month ago
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...
6 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...
Artificial Ignorance
AI Roundup 042: sama drama
November 24, 2023.
a year ago
One Useful Thing
Almost an Agent: What GPTs can do
Also, my book has a cover (also I have a book coming out)
a year ago
Also, my book has a cover (also I have a book coming out)
Artificial Ignorance
AI Roundup 056: Data deals
March 1, 2024.
9 months ago
Artificial Ignorance
The AI research tool that saves me hours every week
And why it might revolutionize the search industry.
11 months ago
And why it might revolutionize the search industry.
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
Artificial Ignorance
How to leverage long form content with AI
Specific tools and tactics for authors, podcasters, and videographers.
6 months ago
Specific tools and tactics for authors, podcasters, and videographers.
Matt Mazur
Turning Down $7k for a Side Project I Announced Two Weeks Ago I was Shutting Down
About two weeks ago I announced I was shutting down LearnGPT. After the announcement, I received a...
a year ago
About two weeks ago I announced I was shutting down LearnGPT. After the announcement, I received a lot of interest from people interested in taking it over, so I decided to try to sell it instead of shutting it down. I wound up receiving two offers, one for $6.5k and one for $7k,...
The Berkeley...
Keeping Learning-Based Control Safe by Regulating Distributional Shift
To regulate the distribution shift experience by learning-based controllers, we seek a mechanism for...
over a year ago
To regulate the distribution shift experience by learning-based controllers, we seek a mechanism for constraining the agent to regions of high data density throughout its trajectory (left). Here, we present an approach which achieves this goal by combining features of density...
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.
IEEE Spectrum
Video Friday: Multiple MagicBots
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE...
2 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.
Humanoids Summit: 11–12 December...
Artificial Ignorance
The hidden side of Apple Intelligence
More than just another keynote recap.
6 months ago
More than just another keynote recap.
IEEE Spectrum
Unlock the Power of Agile for Hardware Teams
The Modified Agile for Hardware Development (MAHD) Framework is the ultimate solution for hardware...
6 days 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,...
Artificial Ignorance
AI Roundup 043: Happy birthday, ChatGPT
December 1, 2023.
a year ago
Artificial Ignorance
The Chatbot Trap
Why AI products really need some better UX.
a month ago
Why AI products really need some better UX.
AI Snake Oil
Does ChatGPT have a liberal bias?
A new paper making this claim has many flaws. But the question merits research
a year ago
A new paper making this claim has many flaws. But the question merits research
Stories by Andrej...
Yes you should understand backprop
over a year ago
Artificial Ignorance
Blade Runner 2024
Reddit's AI Hunters and the quest for authentic digital experiences.
3 months ago
Reddit's AI Hunters and the quest for authentic digital experiences.
Society's Backend
MatMul-free Machine Learning Can Improve Efficiency, Excellent Foundational Learning Resources, SSMs...
The top 10 most important updates of last week: 7/8/24
5 months ago
The top 10 most important updates of last week: 7/8/24
Sam Altman
Quora
I'm a strong believer in the importance of the internet in helping people to share knowledge and...
over a year ago
I'm a strong believer in the importance of the internet in helping people to share knowledge and learn from each other. So I’m delighted to share, on behalf of YC Continuity, that we’re investing alongside Collaborative Fund in Quora.
Quora is doing extremely well. They now...
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...
4 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...
Daniel Miessler
AI Art Will Push the Top 1% to Human Artists
One effect I think we’ll see from all this AI-generated art is magnified status for those who insist...
over a year ago
One effect I think we’ll see from all this AI-generated art is magnified status for those who insist on the opposite, i.e., manual, human art. The more manual the better. The more human the better. Ideally there’d only be one of whatever you have, and it’d only be yours. Why is...
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...
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
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
4 months ago
Machine learning resources and updates 8/19/2024
One Useful Thing
Superhuman?
What does it mean for AI to be better than a human? And how can we tell?
7 months ago
What does it mean for AI to be better than a human? And how can we tell?
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...
4 weeks 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...
Society's Backend
How to Use Benchmarks to Build Successful Machine Learning Systems
And what benchmarks mean for real-world applications
4 months ago
And what benchmarks mean for real-world applications
Strange Loop Canon
State of the Canon
Onwards
11 months ago
One Useful Thing
Catastrophe / Eucatastrophe
We have more agency over the future of AI than we think.
a year ago
We have more agency over the future of AI than we think.
Daniel Miessler
Custom Models Are AI’s Killer App
The killer app for AI right now is the universal “custom AI model”. Consume your whole business. Or...
a year ago
The killer app for AI right now is the universal “custom AI model”. Consume your whole business. Or your whole life experience. Every text. Every Slack. Every journal entry. Every blog post. Everything you’ve said or written publicly. All your logs. All your documentation. Turn...
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.
4 months ago
AI is meant to bring us closer to utopia, according to its builders.
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...
Weighty Thoughts
Who’s Winning the AI War?
All of us, except the AI startups and VCs—unless a real war breaks out
11 months ago
All of us, except the AI startups and VCs—unless a real war breaks out
Artificial Ignorance
AI Roundup 094: Pixtral et Le Chat
November 22, 2024.
a month ago
Artificial Ignorance
AI Roundup 032: The Insight Forum
September 15, 2023.
a year ago
One Useful Thing
Strategies for an Accelerating Future
Four questions to ask your organization.
10 months ago
Four questions to ask your organization.
IEEE Spectrum
How Amazon Is Changing the Future of Robotics and Logistics
This is a sponsored article brought to you by Amazon.
“Innovation doesn’t just happen because you...
6 days ago
This is a sponsored article brought to you by Amazon.
“Innovation doesn’t just happen because you have a good idea,” said Valerie Samzun, a leader in Amazon’s Fulfillment Technologies and Robotics (FTR) division. “It happens because you have the right team, the right...
Daniel Miessler
NO. 367 | Hive Ransom, Anti-Google, Software 2.0…
🎙️If you’re not subscribed to the podcast version of the newsletter, please add it using with your...
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 The FBI infiltrated the HIVE ransomware group, stopping over $130 million in ransomware attacks. HIVE is known for going...
Rozado’s Visual...
El sesgo político de ChatGPT
A la izquierda del centro político
a year ago
A la izquierda del centro político
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
Daniel Miessler
Summary: Andrej Kaparthy on Lex Fridman’s Podcast (Late 2022)
9/10 This is a summary of Andrej Kaparthy’s appearance on Lex Fridman’s podcast in late 2022. My...
a year ago
9/10 This is a summary of Andrej Kaparthy’s appearance on Lex Fridman’s podcast in late 2022. My One-Sentence Summary/Highlight The future of programming is not humans writing code, but neural nets creating weights. Capture Neural networks are mathematical expressions with many...
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...
Society's Backend
The Method Google Used to Reduce LLM Size by 66%
A brief overview of knowledge distillation and its capabilities
5 months ago
A brief overview of knowledge distillation and its capabilities
Artificial Ignorance
AI Roundup 068: The ScarJo thing
May 24, 2024.
7 months ago
One Useful Thing
Signs and Portents
Some hints about what the next year of AI looks like
11 months ago
Some hints about what the next year of AI looks like
Society's Backend
Chinese AI is Less Expensive, What it's Like to Work in AI, an Evaluation Framework for Voice...
Society's Backend Reading List 11-18-2024
a month ago
Society's Backend Reading List 11-18-2024
Daniel Miessler
Frontview Mirror: 2023 Edition
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
Artificial Ignorance
Distributing the future
A reminder that things take time.
6 months ago
A reminder that things take time.
Society's Backend
Clarifying DEI
What makes DEI important and where it fails
11 months ago
What makes DEI important and where it fails
Artificial Ignorance
AI Roundup 045: Google's just getting started
December 15, 2023.
a year ago
Strange Loop Canon
Slouching Towards Utopia
by Brad DeLong
a year ago
IEEE Spectrum
Video Friday: Robot Dog Handstand
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE...
a month 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...
Sam Altman
Keep the Internet Open
The FCC has announced plans to roll back policies on net neutrality, and its new head has indicated...
over a year ago
The FCC has announced plans to roll back policies on net neutrality, and its new head has indicated he has no plan to stop soon.
The internet is a public good, and I believe access should be a basic right. We've seen such great innovation in software because the internet has...
Artificial Ignorance
The State of AI Engineering
Notes from the first AI Engineer Summit.
a year ago
Notes from the first AI Engineer Summit.
Strange Loop Canon
LLMs breach a threshold
Open Source models get more powerful, and an AI system scores silver in Maths Olympiad
4 months ago
Open Source models get more powerful, and an AI system scores silver in Maths Olympiad
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 Roundup 041: Lyria
November 17, 2023.
a year ago
Frank’s Ramblings
My Experience Living and Working in China, Part II: COVID Stories
In this four-part article, I’ll go over some of the lessons I learned living and doing business in...
over a year ago
In this four-part article, I’ll go over some of the lessons I learned living and doing business in China’s tech industry. During my time in China, I’ve led a team of 10+ engineers to develop a location-based IoT and sensing platform, co-founded an open-source project called...
Strange Loop Canon
LLMs have special intelligence, not general, and that's plenty.
“Life can only be understood backwards, but it must be lived forwards.”
9 months ago
“Life can only be understood backwards, but it must be lived forwards.”
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)
Artificial Ignorance
AI Roundup 089: Adobe MAX
October 18, 2024.
2 months ago
Society's Backend
Mastering the Art of Documentation
Documentation is really just glorified dog sitting
a year ago
Documentation is really just glorified dog sitting
AI Snake Oil
How Transparent Are Foundation Model Developers?
Introducing the Foundation Model Transparency Index
a year ago
Introducing the Foundation Model Transparency Index
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.
Society's Backend
Why Machine Learning Systems Misbehave
And what makes them so difficult to work with
5 months ago
And what makes them so difficult to work with
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 week ago
Regarding when Swedish media started to increase mentions of prejudice denoting terminology and a reader comments about it, several things to note:
Weighty Thoughts
One Definite Sign of a Bad Startup Idea
If you can’t tell anyone about your startup idea, it's not a good idea
over a year ago
If you can’t tell anyone about your startup idea, it's not a good idea
Rozado’s Visual...
The Political Preferences of LLMs
Substantial political homogeneity in Large Language Models (LLMs) responses to questions with...
10 months ago
Substantial political homogeneity in Large Language Models (LLMs) responses to questions with political connotations
fast.ai
A new old kind of R&D lab
Answer.AI is a new kind of AI R&D lab which creates practical end-user products based on...
a year ago
Answer.AI is a new kind of AI R&D lab which creates practical end-user products based on foundational research breakthroughs.
Rozado’s Visual...
The Political Bias of ChatGPT – Extended Analysis
On December 6th I published a preliminary analysis showing a left-leaning political bias embedded in...
a year ago
On December 6th I published a preliminary analysis showing a left-leaning political bias embedded in the first release of ChatGPT from November 30. After the December 15th update of ChatGPT, I replicated my analysis and it appeared as if the political bias had been partially...
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...
9 months ago
Details on Metas training clusters, analysis of ML competitions in 2023, AI's impact on water resources, and more
Artificial Ignorance
AI Roundup 061: The AI innovator's dilemma
April 5, 2024.
8 months ago
Artificial Ignorance
Tutorial: How to chat with your documents
A step-by-step guide to doing Q&A with your data, using LlamaIndex and OpenAI.
a year ago
A step-by-step guide to doing Q&A with your data, using LlamaIndex and OpenAI.
One Useful Thing
In Praise of Boring AI
Automation has always been about killing tedious work. AI can do the same.
a year ago
Automation has always been about killing tedious work. AI can do the same.
Made by Ollin
HintBot
Hinting icons automatically with a neural network
over a year ago
Hinting icons automatically with a neural network
Artificial Ignorance
AI Roundup 029: Hug all the faces
August 25, 2023
a year ago
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