The Gradient
What's Missing From LLM Chatbots: A Sense of Purpose
LLM-based chatbots’ capabilities have been advancing every month. These improvements are mostly...
3 months ago
LLM-based chatbots’ capabilities have been advancing every month. These improvements are mostly measured by benchmarks like MMLU, HumanEval, and MATH (e.g. sonnet 3.5, gpt-4o). However, as these measures get more and more saturated, is user experience increasing in proportion to...
Artificial Ignorance
AI Roundup 075: Levels of AGI
July 12, 2024.
5 months ago
One Useful Thing
On speaking to AI
Voice changes a lot of things
4 months ago
Voice changes a lot of things
One Useful Thing
Detecting the Secret Cyborgs
The AI Trap for Organizations
a year ago
The AI Trap for Organizations
Frank’s Ramblings
Vision Transformers are Overrated
Vision transformers (ViTs) have seen an incredible rise in the past four years. They have an obvious...
12 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...
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
Artificial Ignorance
AI Roundup 059: In̶f̶l̶e̶c̶t̶i̶o̶n̶ Microsoft AI
March 22, 2023.
9 months ago
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
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,...
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
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...
10 hours 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”.
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
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.
Marcus on AI
Two visions of AI’s future
It’s not looking good
2 weeks ago
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...
Weighty Thoughts
What I got Right or Wrong in 2020
Reflecting on the Past Year
over a year ago
Reflecting on the Past Year
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
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...
Artificial Ignorance
The AI email startup that's taking on Gmail
A conversation with Andrew Lee, CEO of Shortwave and cofounder of Firebase.
a year ago
A conversation with Andrew Lee, CEO of Shortwave and cofounder of Firebase.
Made by Ollin
HintBot
Hinting icons automatically with a neural network
over a year ago
Hinting icons automatically with a neural network
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
One Useful Thing
What Can be Done in 59 Seconds: An Opportunity (and a Crisis)
Five analytical tasks in under a minute
10 months ago
Five analytical tasks in under a minute
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
Daniel Miessler
News & Analysis | NO. 349
over a year 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?...
Matt Mazur
Nick Kolenda Reviews Preceden
Nick Kolenda is an author, teacher, and consultant who specializes in the psychology of marketing...
over a year ago
Nick Kolenda is an author, teacher, and consultant who specializes in the psychology of marketing and related topics like pricing optimization, sales psychology, and website behavior. He’s also happens to be a regular in a poker game I host each week. A few months back he...
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
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
One Useful Thing
Magic for English Majors
Programming in prose in an AI-haunted world
a year ago
Programming in prose in an AI-haunted world
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...
Artificial Ignorance
AI Roundup 076: Grand theft audio
July 19, 2024.
5 months ago
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...
Artificial Ignorance
AI Roundup 055: Race conditions
February 23, 2023.
10 months ago
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
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
One Useful Thing
Scaling: The State of Play in AI
A brief intergenerational pause...
3 months ago
A brief intergenerational pause...
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...
One Useful Thing
"Do not fear AI, puny humans... that is not meant as a threat."
What we can learn from a completely AI written & illustrated lecture
a year ago
What we can learn from a completely AI written & illustrated lecture
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...
Artificial Ignorance
AI Roundup 040: GPTs
November 10, 2023.
a year ago
Society's Backend
Coming soon!
Weekly publications to teach you about the technology that governs our society and how it impacts...
a year ago
Weekly publications to teach you about the technology that governs our society and how it impacts you. Coming in August!
Rozado’s Visual...
El desproporcionado número de referencias al machismo en los medios de comunicación españoles
Los medios de comunicación españoles constituyen una anomalía en comparación con sus homólogos...
a year ago
Los medios de comunicación españoles constituyen una anomalía en comparación con sus homólogos internacionales por su alto número de referencias al machismo que triplican a las de cualquier otro país
Rozado’s Visual...
The unequal treatment of demographic groups by ChatGPT/OpenAI content moderation system
Should AI systems treat different demographic groups unequally?
a year ago
Should AI systems treat different demographic groups unequally?
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.
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
Backend Biweekly #3: 97 Updates and Resources
Huge Nvidia Updates, Gemini Hackathon for Money, and more
8 months ago
Huge Nvidia Updates, Gemini Hackathon for Money, and more
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.
Artificial Ignorance
AI Roundup 039: The governance issue
November 3, 2023.
a year ago
Strange Loop Canon
AI bill vetoed; what's next?
Make AI regulations evidence based
2 months ago
Make AI regulations evidence based
Sam Altman
The Strength of Being Misunderstood
A founder recently asked me how to stop caring what other people think. I didn’t have an answer, and...
over a year ago
A founder recently asked me how to stop caring what other people think. I didn’t have an answer, and after reflecting on it more, I think it's the wrong question.
Almost everyone cares what someone thinks (though caring what everyone thinks is definitely a mistake), and it's...
Artificial Ignorance
GPTs won't make you rich
But they'll make you more productive.
11 months ago
But they'll make you more productive.
Artificial Ignorance
AI Roundup 073: Music make you lose control
June 28, 2024.
5 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
4 months ago
Weekly updates and resources 7/29/24
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...
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?
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
Artificial Ignorance
AI Roundup 096: Happy Shipmas
December 6, 2024.
2 weeks ago
Artificial Ignorance
AI Roundup 091: Search wars
November 1, 2024.
a month ago
IEEE Spectrum
Where’s My Robot?
See the interactive version of this story on our site →
a month ago
See the interactive version of this story on our site →
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
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,...
IEEE Spectrum
Video Friday: ICRA Turns 40
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...
Artificial Ignorance
AI Roundup 062: Data is the new oil
April 12, 2024.
8 months ago
Daniel Miessler
AI Art Hack: Combining Abstract Designs with Objects
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
One Useful Thing
AI in organizations: Some tactics
Meet the Lab and the Crowd
2 months ago
Meet the Lab and the Crowd
One Useful Thing
The Present Future: AI's Impact Long Before Superintelligence
You can start to see the outlines of an AI future, for better and worse
a month ago
You can start to see the outlines of an AI future, for better and worse
IEEE Spectrum
Video Friday: Extreme Off-Road
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...
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...
The Berkeley...
Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation
Reinforcement learning provides a conceptual framework for autonomous agents to learn from...
a year ago
Reinforcement learning provides a conceptual framework for autonomous agents to learn from experience, analogously to how one might train a pet with treats. But practical applications of reinforcement learning are often far from natural: instead of using RL to learn through trial...
AI Snake Oil
AI scaling myths
Scaling will run out. The question is when.
5 months ago
Scaling will run out. The question is when.
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...
Society's Backend
Stop Obsessing Over the Product and Start Thinking About the Bigger Picture
The actual takeaways from the iPhone 15 event
a year ago
The actual takeaways from the iPhone 15 event
Strange Loop Canon
AI embraces its product arc
fuzzy processors are entering mass production
7 months ago
fuzzy processors are entering mass production
The Gradient
What Do LLMs Know About Linguistics? It Depends on How You Ask
On the phenomenon of LLM sensitivity to prompting choices through two core linguistic tasks and...
a year ago
On the phenomenon of LLM sensitivity to prompting choices through two core linguistic tasks and categorize how specific prompting choices can affect the model's behavior.
Artificial Ignorance
Dealing with AI fatigue
Notes for myself, and maybe you too.
10 months ago
Notes for myself, and maybe you too.
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,...
Artificial Ignorance
AI Roundup 084: Strawberry / o1
September 13, 2024.
3 months ago
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
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.
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
7 months ago
For everyone to have access to AGI, everyone must also have access to the compute to use it
AI Snake Oil
Evaluating LLMs is a minefield
Annotated slides from a recent talk
a year ago
Annotated slides from a recent talk
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...
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...
One Useful Thing
Acceleration.
7 days of new AI technologies shows us that everything is happening very fast.
a year ago
7 days of new AI technologies shows us that everything is happening very fast.
Marcus on AI
CONFIRMED: LLMs have indeed reached a point of diminishing returns
Science, sociology, and the likely financial collapse of the Generative AI bubble
a month ago
Science, sociology, and the likely financial collapse of the Generative AI bubble
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)
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...
fast.ai
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
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
Innovation through prompting
Democratizing educational technology... and more
8 months ago
Democratizing educational technology... and more
AI Snake Oil
People keep anthropomorphizing AI. Here’s why
Companies and journalists both contribute to the confusion
a year ago
Companies and journalists both contribute to the confusion
AI Snake Oil
Tech policy is only frustrating 90% of the time
That’s what makes it worthwhile
8 months ago
That’s what makes it worthwhile
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...
Artificial Ignorance
AI Roundup 050: Synthetic Geometry
January 19, 2024.
11 months ago
Artificial Ignorance
The fable of Reflection 70B
From groundbreaking to grifting.
3 months ago
From groundbreaking to grifting.
Artificial Ignorance
The subscriptionization of AI
Navigating the paid AI landscape.
9 months ago
Navigating the paid AI landscape.
Sam Altman
Time to Take a Stand
It is time for tech companies to start speaking up about
some of the actions taken by President...
over a year ago
It is time for tech companies to start speaking up about
some of the actions taken by President Trump’s administration.
There are many actions from his first week that are
objectionable. In repeatedly
invoking unsubstantiated conspiracy theories (like the 3 million...
Artificial Ignorance
AI Roundup 064: Big Tech's small models
April 26, 2024.
8 months ago
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...
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
American Equity
I’d like feedback on the following idea.
I think that every adult US citizen should get an annual...
over a year ago
I’d like feedback on the following idea.
I think that every adult US citizen should get an annual share of the US GDP.
I believe that owning something like a share in America would align all of us in making the country as successful as possible—the better the country does, the...
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...
Daniel Miessler
NO. 359 | WhatsLeak, CCTV Ban, Meta Threats
SECURITY NEWS There appears to be a WhatsApp data leak of over 500 million users' data in 84...
over a year ago
SECURITY NEWS There appears to be a WhatsApp data leak of over 500 million users' data in 84 countries. They're supposedly selling the data for $7K in the UK, and around $2K in the US and Germany. MORE The FCC has banned Chinese CCTV cameras on sensitive government sites and...
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
Strange Loop Canon
When we become cogs
on motivation and technology
a month ago
on motivation and technology
AI Snake Oil
AI existential risk probabilities are too unreliable to inform policy
How speculation gets laundered through pseudo-quantification
4 months ago
How speculation gets laundered through pseudo-quantification
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...
One Useful Thing
The shape of the shadow of The Thing
We can start to see, dimly, what the near future of AI looks like.
a year ago
We can start to see, dimly, what the near future of AI looks like.
Society's Backend
Welcome to 2024: The Year Where AI is No Longer an Option
Why everyone should learn about machine learning
11 months ago
Why everyone should learn about machine learning
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 week 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,...
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
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...
AI Snake Oil
AI companies are pivoting from creating gods to building products. Good.
Turning models into products runs into five challenges
4 months ago
Turning models into products runs into five challenges
Society's Backend
Ask Stupid Questions
I’m convinced that after having a fourth or fifth child exhaustion kicks in and a person’s long-term...
a year ago
I’m convinced that after having a fourth or fifth child exhaustion kicks in and a person’s long-term memory ceases to function properly. I’ve become victim to this and I’ve started taking very detailed notes during meetings. If my brain won’t store the information, something else...
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.”
The Berkeley...
Reverse engineering the NTK: towards first-principles architecture design
Deep neural networks have enabled technological wonders ranging from voice recognition to machine...
over a year ago
Deep neural networks have enabled technological wonders ranging from voice recognition to machine transition to protein engineering, but their design and application is nonetheless notoriously unprincipled.
The development of tools and methods to guide this process is one of the...
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?
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....
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
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...
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...
One Useful Thing
I, Cyborg: Using Co-Intelligence
How I used AI in my book about AI
9 months ago
How I used AI in my book about AI
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
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...
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 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.
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 026: AudioCraft
August 4, 2023
a year ago
Rozado’s Visual...
The Increasing Negativity and Emotionality of News Media Headlines
Published article Introduction I have recently published a paper where we describe a chronological...
over a year ago
Published article Introduction I have recently published a paper where we describe a chronological (2000–2019) analysis of sentiment and emotion in 23 million headlines from 47 news media outlets popular in the United States. We used Transformer language models fine-tuned for...
Artificial Ignorance
Lessons from 139 YC AI startups (S23)
The evolution of the AI landscape, and YC's Copilot era.
a year ago
The evolution of the AI landscape, and YC's Copilot era.
AI Snake Oil
Quantifying ChatGPT’s gender bias
Benchmarks allow us to dig deeper into what causes biases and what can be done about it
a year ago
Benchmarks allow us to dig deeper into what causes biases and what can be done about it
Stories by Andrej...
ICML accepted papers institution stats
over a year ago
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...
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...
One Useful Thing
Something New: On OpenAI's "Strawberry" and Reasoning
Solving hard problems in new ways
3 months ago
Solving hard problems in new ways
Marcus on AI
Cognitive scientist Gary Marcus says AI must be regulated. He has a plan.
Fantastic writeup of my views today at The Wall Street Journal:
3 weeks ago
Fantastic writeup of my views today at The Wall Street Journal:
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
One Useful Thing
On holding back the strange AI tide
There is no way to stop the disruption. We need to channel it instead
a year ago
There is no way to stop the disruption. We need to channel it instead
One Useful Thing
What just happened, what is happening next
The tasks AI can do well are expanding rapidly
8 months ago
The tasks AI can do well are expanding rapidly
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.
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...
5 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...
Artificial Ignorance
AI Roundup 097: Model Mayhem
December 13, 2024.
a week ago
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.
Artificial Ignorance
How Intercom is transforming customer support with AI
A conversation with Fergal Reid, VP of AI at Intercom.
8 months ago
A conversation with Fergal Reid, VP of AI at Intercom.
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
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...
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...
Artificial Ignorance
AI Roundup 034: Meta Connect
September 29, 2023
a year ago
Artificial Ignorance
AI Roundup 035: Me or your lying eyes
October 6, 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...
The Berkeley...
Generating 3D Molecular Conformers via Equivariant Coarse-Graining and Aggregated Attention
-->
Figure 1: CoarsenConf architecture.
(I) The encoder $q_\phi(z| X, \mathcal{R})$ takes the...
a year ago
-->
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...
Daniel Miessler
Your Experience is Your Creativity
Creativity is usually described as an external force that graces you with inspiration. Something...
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...
Made by Ollin
A Video History of Self-Driving Cars
over a year ago
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
Society's Backend
OpenAI's o1, Model Merging, California Approves AI Regulation, and More
Machine learning resources and updates 2024-09-17
3 months ago
Machine learning resources and updates 2024-09-17
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...
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...
11 months 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....
Weighty Thoughts
China's AI Journey
Talking to Jordan Schneider from ChinaTalk about China's technological ascent
6 months ago
Talking to Jordan Schneider from ChinaTalk about China's technological ascent
Artificial Ignorance
Tutorial: How to streamline your writing process with Whisper and GPT-4
These Python scripts help me write 3x faster and go from loose ideas to first draft in minutes.
7 months ago
These Python scripts help me write 3x faster and go from loose ideas to first draft in minutes.
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).
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...
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
Society's Backend
All Machine Learning Resources and Updates 7/8/24
Everything I've been reading
5 months ago
Everything I've been reading
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
Artificial Ignorance
Funding a new generation of AI companies
Listen now | A conversation with Evan Stites-Clayton, partner at HF0 and CTO of Teespring.
11 months ago
Listen now | A conversation with Evan Stites-Clayton, partner at HF0 and CTO of Teespring.
Artificial Ignorance
AI Roundup 087: DevDay SF
October 4, 2024.
2 months ago
Rozado’s Visual...
The political preferences of Grok
Elon Musk's response to ChatGPT
a year ago
Elon Musk's response to ChatGPT
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...
fast.ai
In defense of screen time
Pundits say my husband and I are parenting wrong.
a month ago
Pundits say my husband and I are parenting wrong.
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...
a month 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...
Artificial Ignorance
From Stable Diffusion to Stable Everything
Inside Stability AI's roster of AI models.
7 months ago
Inside Stability AI's roster of AI models.
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
AI Snake Oil
Artists can now opt out of generative AI. It’s not enough.
Opting out is the latest example of generative AI developers externalizing costs.
a year ago
Opting out is the latest example of generative AI developers externalizing costs.
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,...
11 months 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...
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...
Artificial Ignorance
Looking a gift llama in the mouth
How Llama 3.1 uniquely leverages Meta's business model (and why we should be a little bit cynical...
5 months ago
How Llama 3.1 uniquely leverages Meta's business model (and why we should be a little bit cynical about it)
One Useful Thing
15 Times to use AI, and 5 Not to
Notes on the Practical Wisdom of AI Use
a week ago
Notes on the Practical Wisdom of AI Use
Society's Backend
LLM Research Recap of 2024, Fine-tuning LLM Judges, Amazon's Nova Models, Google's Genie 2, and More
Society's Backend Reading List 12-10-2024
a week ago
Society's Backend Reading List 12-10-2024
Artificial Ignorance
AI Roundup 032: The Insight Forum
September 15, 2023.
a year ago
AI Snake Oil
FAQ about the book and our writing process
What's in the book and how we wrote it
2 months ago
What's in the book and how we wrote it
Weighty Thoughts
I'm writing a book!
Why I've been gone over a month, and how you can help
3 weeks ago
Why I've been gone over a month, and how you can help
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
Sam Altman
PG and Jessica
A lot of people want to replicate YC in some other industry or some other place or with some other...
over a year ago
A lot of people want to replicate YC in some other industry or some other place or with some other strategy. In general, people seem to assume that: 1) although there was some degree of mystery or luck about how YC got going, it can’t be that hard, and 2) if you can get it off...
Sam Altman
Helion
I’m delighted to be investing more in Helion. Helion is by far the most promising approach to fusion...
over a year ago
I’m delighted to be investing more in Helion. Helion is by far the most promising approach to fusion I’ve seen.
David and Chris are two of the most impressive founders and builders (in the sense of building fusion machines, in addition to building companies!) I have ever met,...
IEEE Spectrum
Video Friday: Mobile Robot Upgrades
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.
ROSCon 2024: 21–23 October 2024,...
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
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?
The Gradient
An Introduction to the Problems of AI Consciousness
Once considered a forbidden topic in the AI community, discussions around the concept of AI...
a year ago
Once considered a forbidden topic in the AI community, discussions around the concept of AI consciousness are now taking center stage, marking a significant shift since the current AI resurgence began over a decade ago.
Rozado’s Visual...
The Political Biases of Google Bard
It is probably only a matter of time until a nation state purposely builds a biased AI system...
a year ago
It is probably only a matter of time until a nation state purposely builds a biased AI system designed to advance government interests
Artificial Ignorance
Jevons Paradox and the future of programming
Supply and demand in the Age of AI.
9 months ago
Supply and demand in the Age of AI.
Marcus on AI
Generative AI’s Continuing Copyright Problems, an Essay in Memory of Suchir Balaji, 1998 - 2024
In early November, I had a stimulating Zoom call with a former OpenAI employee and Berkeley graduate...
a week ago
In early November, I had a stimulating Zoom call with a former OpenAI employee and Berkeley graduate named Suchir Balaji, who had just left OpenAI.
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.
Strange Loop Canon
Evaluations are all we need
On analysing talent in LLMs
11 months ago
On analysing talent in LLMs
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...
IEEE Spectrum
Video Friday: Swiss-Mile Robot vs. Humans
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...
Artificial Ignorance
AI Roundup 082: System prompts
August 30, 2024.
3 months ago
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
Strange Loop Canon
Slouching Towards Utopia
by Brad DeLong
a year ago
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
Frank’s Ramblings
Hierarchical Navigable Small Worlds (HNSW)
(Note: A version of this post has been cross-published to the Zilliz blog)
In a previous blog, we...
a year ago
(Note: A version of this post has been cross-published to the Zilliz blog)
In a previous blog, we took a look at scalar quantization and product quantization - two indexing strategies which are used to reduce the overall size of the database without reducing the scope of a...
One Useful Thing
An AI Haunted World
Intelligence, everywhere.
a year ago
Intelligence, everywhere.
Society's Backend
Bridging the Gap from Simple Algebra to Machine Learning
You probably know more about machine learning math than you think
10 months ago
You probably know more about machine learning math than you think
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,...
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
Artificial Ignorance
How to build an AI search engine (Part 1)
Working with Claude, Brave, and streaming responses.
2 months ago
Working with Claude, Brave, and streaming responses.
Society's Backend
The State of AI in China
Is China winning the race to AGI?
5 months ago
Is China winning the race to AGI?
Artificial Ignorance
AI Roundup 043: Happy birthday, ChatGPT
December 1, 2023.
a year ago
Artificial Ignorance
AI Roundup 085: You win some, you Newsom
September 20, 2024.
3 months ago
Society's Backend
AI Reading List 3: Meta's Self-Taught Evaluator, AI for Cancer Diagnosis, and a Technical...
Society's Backend Reading List 10-21-2024
2 months ago
Society's Backend Reading List 10-21-2024
fast.ai
Practical Deep Learning for Coders 2022
A complete from-scratch rewrite of fast.ai’s most popular course, that’s been 2 years in the making.
over a year ago
A complete from-scratch rewrite of fast.ai’s most popular course, that’s been 2 years in the making.
One Useful Thing
Thinking Like an AI
A little intuition can help
2 months ago
A little intuition can help
One Useful Thing
Getting started with AI: Good enough prompting
Don't make this hard
4 weeks ago
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
One Useful Thing
Captain's log: the irreducible weirdness of prompting AIs
Also, we have a prompt library!
9 months ago
Also, we have a prompt library!
Stories by Andrej...
Yes you should understand backprop
over a year ago
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...
Daniel Miessler
My Answer to the “ChatGPT Isn’t Really Creative” Argument
There’s a river of argument about ChatGPT that goes something like this: I know GPT can do some cool...
a year ago
There’s a river of argument about ChatGPT that goes something like this: I know GPT can do some cool stuff, but it’s really just a next-word-completion trick. It’s not doing real creativity like humans do. I get that argument, and it’s attractive to me as well, but I think it’s...
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.
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
One Useful Thing
Embracing weirdness: What it means to use AI as a (writing) tool
AI is strange. We need to learn to use it.
a year ago
AI is strange. We need to learn to use it.
AI Snake Oil
Are open foundation models actually more risky than closed ones?
A policy brief on open foundation models
a year ago
A policy brief on open foundation models
Artificial Ignorance
What are logprobs?
Something to do with logs and probabilities.
11 months ago
Something to do with logs and probabilities.
Daniel Miessler
News & Analysis | NO. 350
over a year ago
Weighty Thoughts
News Roundup: May 15, 2024
Open AI announcements, DeepSeek-v2, and TSMC Arizona
7 months ago
Open AI announcements, DeepSeek-v2, and TSMC Arizona
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.
Jascha’s blog
The hot mess theory of AI misalignment: More intelligent agents behave less coherently
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;
}
Many machine learning researchers worry about risks from building artificial intelligence...
Rozado’s Visual...
El sesgo político de ChatGPT
A la izquierda del centro político
a year ago
A la izquierda del centro político
PromptArmor Blog
Data exfiltration from Writer.com with indirect prompt injection
Authors: PromptArmor and Kai Greshake
a year ago
Authors: PromptArmor and Kai Greshake
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...
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
Weighty Thoughts
AI's Future in Lung Disease and Medicine
A conversation with two radiologists—who are also experts in AI—about how AI can shape clinical...
a week ago
A conversation with two radiologists—who are also experts in AI—about how AI can shape clinical practice and patient experiences
fast.ai
I was an AI researcher. Now, I am an immunology student.
Last year, I became captivated by a new topic in a way that I hadn’t felt since I first discovered...
a year ago
Last year, I became captivated by a new topic in a way that I hadn’t felt since I first discovered machine learning
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...
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
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...
Artificial Ignorance
AI Roundup 038: Preparedness
October 27, 2023.
a year ago
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
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
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
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
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.
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
What people ask me most. Also, some answers.
A FAQ of sorts
a year ago
Artificial Ignorance
OpenAI’s DevDay: The biggest announcements
New models, new products, and new pricing.
a year ago
New models, new products, and new pricing.
IEEE Spectrum
It's Surprisingly Easy to Jailbreak LLM-Driven Robots
large language models (LLMs) have exploded in popularity, leading a number of companies to explore...
a month ago
large language models (LLMs) have exploded in popularity, leading a number of companies to explore LLM-driven robots. However, a new study now reveals an automated way to hack into such machines with 100 percent success. By circumventing safety guardrails, researchers could...
Artificial Ignorance
AI Roundup 027: Challenge accepted
August 11, 2023
a year ago
Weighty Thoughts
Commentary on Technology, Startups, and Investing
Welcome to Weighty Thoughts by me, James Wang. General Partner at Creative Ventures. Ex-Bridgewater...
over a year ago
Welcome to Weighty Thoughts by me, James Wang. General Partner at Creative Ventures. Ex-Bridgewater and Google X. Co-Founder Lioness. Sign up now so you don’t miss the first issue. In the meantime, tell your friends!
Artificial Ignorance
AI Roundup 030: OpenAI's $1B revenue
September 1, 2023
a year ago
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
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.
Artificial Ignorance
AI Roundup 053: Bye bye Bard
February 9, 2024.
10 months ago
Society's Backend
JAX is for More Than Just Machine Learning
What JAX is and its potential applications
6 months ago
What JAX is and its potential applications
Artificial Ignorance
AI Roundup 056: Data deals
March 1, 2024.
9 months ago
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.
AI Snake Oil
Scientists should use AI as a tool, not an oracle
How AI hype leads to flawed research that fuels more hype
6 months ago
How AI hype leads to flawed research that fuels more hype
Matt Mazur
Friday Updates: Smart Icons, Automatic Suggestions, Dealing with Spammers, Better Icon Colors
Preceden Lots of updates to Preceden this week: Improving the UX for the AI Suggestions When we...
a year ago
Preceden Lots of updates to Preceden this week: Improving the UX for the AI Suggestions When we rolled out the AI Suggestions feature last week, the typical experience for the user would go something like this: Lots of UX issues there though: To remedy this, I updated Preceden to...
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 week ago
Society's Backend Reading List 12-16-2024
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
3 months ago
Discussions from the past week: 09/16/2024
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...
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 |...
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...
Daniel Miessler
Unsupervised Learning NO. 364 | Reality Headset, BingPT, AI+Cyber
If you're not subscribed to the podcast version of the newsletter, please add it with your favorite...
a year ago
If you're not subscribed to the podcast version of the newsletter, please add it with your favorite client. APPLE | SPOTIFY | OTHER SECURITY NEWS The FBI is warning people to block online ads due to imposters poisoning search results. They advise users to 1) check ad URLs, 2) go...
One Useful Thing
When you give a Claude a mouse
Some quick impressions of an actual agent
2 months ago
Some quick impressions of an actual agent
AI Snake Oil
Is the future of AI open or closed? Watch today’s Princeton-Stanford workshop
By Sayash Kapoor, Rishi Bommasani, Percy Liang, Arvind Narayanan Perhaps the biggest tech policy...
a year ago
By Sayash Kapoor, Rishi Bommasani, Percy Liang, Arvind Narayanan Perhaps the biggest tech policy debate today is about the future of AI, especially foundation models and generative AI. Will AI be open or closed? Will we be able to download and modify these models, or will a few...
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
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...
IEEE Spectrum
This Mobile 3D Printer Can Print Directly on Your Floor
Waiting for each part of a 3D-printed project to finish, taking it out of the printer, and then...
a month ago
Waiting for each part of a 3D-printed project to finish, taking it out of the printer, and then installing it on location can be tedious for multi-part projects. What if there was a way for your printer to print its creation exactly where you needed it? That’s the promise of...
Made by Ollin
Maple Diffusion
I ported Stable Diffusion to my phone
over a year ago
I ported Stable Diffusion to my phone
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
Artificial Ignorance
Small newsletters, big ideas
A subscriber showcase full of hidden gems on Substack.
a week ago
A subscriber showcase full of hidden gems on Substack.
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
The Metrics Machine Learning Engineers Care About That Modelers Don't
And a brief overview of TPUs in Google data centers
9 months ago
And a brief overview of TPUs in Google data centers
Society's Backend
Why Machine Learning Terminology is So Confusing
And definitions for the most important terms you should know
10 months ago
And definitions for the most important terms you should know
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.
Daniel Miessler
My Prediction For Twitter
I’m a bit Elon and Twittered out, but I want to capture a basic prediction about all the...
over a year ago
I’m a bit Elon and Twittered out, but I want to capture a basic prediction about all the shenanigans. As for my take on things, I will just say that Elon miscalculated a number of things in his handling of the transition. I think he thought his actions would be better received....
Artificial Ignorance
AI's massive cash needs are Big Tech's chance to own the future
Over the past year, AI startups have raised some impressive amounts of money. OpenAI raised $10...
10 months ago
Over the past year, AI startups have raised some impressive amounts of money. OpenAI raised $10 billion, Anthropic did $6 billion, Inflection AI raised $1.3 billion, and dozens of companies closed rounds in the hundreds of millions.
One Useful Thing
Change blindness
21 months later
4 months ago
Artificial Ignorance
Case Study: Scaling customer intelligence
Analyzing 10,000 sales calls with Claude
3 weeks ago
Analyzing 10,000 sales calls with Claude
Weighty Thoughts
Compute is Overrated as AI’s Bottleneck
You can’t just blindly extrapolate compute requirements
a year ago
You can’t just blindly extrapolate compute requirements
Sam Altman
How To Invest In Startups
There is a lot of advice about how to be a good startup founder. But there isn’t very much about...
over a year ago
There is a lot of advice about how to be a good startup founder. But there isn’t very much about how to be a good startup investor.
Before going any further, I should point out that this is a particularly hard time to invest in startups—it’s easier right now to be a...
One Useful Thing
Secret Cyborgs: The Present Disruption in Three Papers
The future is already here, we just need to figure out a few details.
a year ago
The future is already here, we just need to figure out a few details.
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...
Artificial Ignorance
AI Roundup 046: AI has a CSAM problem
December 22, 2023.
a year 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
One Useful Thing
The Machines of Mastery
"Anyone can learn anything they want..." and how technology can help
a year ago
"Anyone can learn anything they want..." and how technology can help
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
Sam Altman
DALL•E 2
Today we did a research launch of DALL•E 2, a new AI tool that can create and edit images from...
over a year ago
Today we did a research launch of DALL•E 2, a new AI tool that can create and edit images from natural language instructions.
Most importantly, we hope people love the tool and find it useful. For me, it’s the most delightful thing to play with we’ve created so far. I find it to...
AI Snake Oil
Can AI automate computational reproducibility?
A new benchmark to measure the impact of AI on improving science
3 months ago
A new benchmark to measure the impact of AI on improving science
Artificial Ignorance
AI Roundup 057: Claude 3
March 8, 2024.
9 months 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
Society's Backend
Know Your Benchmarks
How the Chatbot Arena leaderboard for LLMs works and why it’s important to understand
8 months ago
How the Chatbot Arena leaderboard for LLMs works and why it’s important to understand
Made by Ollin
Singing Style Transfer
Initial Experiments
over a year ago
One Useful Thing
Which AI should I use? Superpowers and the State of Play
And then there were three...
9 months ago
And then there were three...
IEEE Spectrum
Detachable Robotic Hand Crawls Around on Finger-Legs
When we think of grasping robots, we think of manipulators of some sort on the ends of arms of some...
2 months ago
When we think of grasping robots, we think of manipulators of some sort on the ends of arms of some sort. Because of course we do—that’s how (most of us) are built, and that’s the mindset with which we have consequently optimized the world around us. But one of the great things...
Sam Altman
Helion Needs You
Helion has been progressing even faster than I expected and is on pace in 2024 to 1) demonstrate Q >...
over a year ago
Helion has been progressing even faster than I expected and is on pace in 2024 to 1) demonstrate Q > 1 fusion and 2) resolve all questions needed to design a mass-producible fusion generator.
The goals of the company are quite ambitious—clean, continuous energy for 1...
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...
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...
a month ago
A new AI study is making the rounds, claiming that ChatGPT can write poetry that is “indistinguishable” from William Shakespeare.
Full Width 
Shortcuts 
Sign Up 
Log In 
Articles 
Reading List 