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Three Observations Our mission is to ensure that AGI (Artificial General Intelligence) benefits all of...
9th Feb 2025
62

Three Observations

from Sam Altman [alt+shift+b] in AI

9th Feb 2025
Our mission is to ensure that AGI (Artificial General Intelligence) benefits all of humanity.  Systems that start to point to AGI* are coming into view, and so we think it’s important to understand the moment we are in. AGI is a weakly defined term, but generally speaking we mean...
Aligning Anthropic The Department of War is angry at an AI lab
2nd Mar 2026
1

Aligning Anthropic

from Strange Loop Canon [alt+shift+b] in AI

2nd Mar 2026
The Department of War is angry at an AI lab
Beyond the Liquid Tensor Experiment The liquid tensor experiment is now fully completed. Continue reading →
12th Sep 2022
39

Beyond the Liquid Tensor Experiment

from Xena [alt+shift+b] in AI

12th Sep 2022
The liquid tensor experiment is now fully completed. Continue reading →
What is a quotient? Undergraduate mathematicians usually have a hard time defining functions from quotients in Lean,...
9th Feb 2025
70

What is a quotient?

from Xena [alt+shift+b] in AI

9th Feb 2025
Undergraduate mathematicians usually have a hard time defining functions from quotients in Lean, because they have been taught a specific model for quotients in their classes, which is not the model that Lean uses. This post is an attempt to … Continue reading →
guitars and javascript - the case for jank worse is better (and that’s why i still write javascript)
14th Apr 2025
54

guitars and javascript - the case for jank

from Solving the decision problem [alt+shift+b] in AI

14th Apr 2025
worse is better (and that’s why i still write javascript)
Ollama now supports Jev-style decision models Ollama now supports decision models, based on TypeSafe's Jev API for fast, typed decisions. Decision...
2 weeks ago
1

Ollama now supports Jev-style decision models

from Ollama [alt+shift+b] in AI

2 weeks ago
Ollama now supports decision models, based on TypeSafe's Jev API for fast, typed decisions. Decision models can now be run at no cost with low latency. Based on text, decision models answer yes-or-no questions, choices and scores about it, with a probability for every option.
The Mistakes Most Entry-Level Candidates Make in Technical Interviews And how to set yourself apart from the other entry-level candidates
12th Feb 2026
1

The Mistakes Most Entry-Level Candidates Make in Technical Interviews

from AI for Software Engineers [alt+shift+b] in AI

12th Feb 2026
And how to set yourself apart from the other entry-level candidates
24th Feb 2025
Has YC hit peak AI? (F24) The latest batch is up to 86% AI startups.
5th Dec 2024
70

Has YC hit peak AI? (F24)

from Artificial Ignorance [alt+shift+b] in AI

5th Dec 2024
The latest batch is up to 86% AI startups.
What Is Reasoning A few weeks ago a paper was shared that showed how to extract reasoning traces from closed-weight...
19th Aug 2026
1

What Is Reasoning

from Armin Ronacher's Thoughts and Writings [alt+shift+b] in AI

19th Aug 2026
A few weeks ago a paper was shared that showed how to extract reasoning traces from closed-weight models. Together with online discussions about tricking models into leaking them, it made me investigate it more out of curiosity. Twitter seems full of half-truths and confusion...
Fact checking Moravec's paradox This famous aphorism is neither true nor useful
29th Jan 2026
1

Fact checking Moravec's paradox

from AI as Normal Technology [alt+shift+b] in AI

29th Jan 2026
This famous aphorism is neither true nor useful
Something New: On OpenAI's "Strawberry" and Reasoning Solving hard problems in new ways
12th Sep 2024
BYOB: Build Your Own Benchmark AI benchmarks are saturating, getting harder to verify, and increasingly irrelevant to how most...
1st Mar 2026
2

BYOB: Build Your Own Benchmark

from Artificial Ignorance [alt+shift+b] in AI

1st Mar 2026
AI benchmarks are saturating, getting harder to verify, and increasingly irrelevant to how most people use models. The replacements are weirder - and more useful.
Quora I'm a strong believer in the importance of the internet in helping people to share knowledge and...
21st Apr 2017
48

Quora

from Sam Altman [alt+shift+b] in AI

21st Apr 2017
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...
All Political Systems Die Philosophy for Rebels 23 - System Failure
7th Mar 2025
1

All Political Systems Die

from Mind Prison [alt+shift+b] in AI

7th Mar 2025
Philosophy for Rebels 23 - System Failure
When Imperfect Systems are Good, Actually: Bluesky's Lossy Timelines Often when designing systems, we aim for perfection in things like consistency of data,...
19th Feb 2025
63
19th Feb 2025
Often when designing systems, we aim for perfection in things like consistency of data, availability, latency, and more. The hardest part of system design is that it’s difficult (if not impossible) to design systems that have perfect consistency, perfect availability, incredibly...
The Craziest Thing In The World Is That We Could End Poverty, But We Don't Listen to a reading of this article (reading by Tim Foley):
1st Dec 2025
2

The Craziest Thing In The World Is That We Could End Poverty, But We Don't

from Caitlin’s Newsletter [alt+shift+b] in AI

1st Dec 2025
Listen to a reading of this article (reading by Tim Foley):
DataTalksClub - Building an ML System; Behind the Scenes Design and architecture, tech stack, methodology, results, and lessons learned.
7th Feb 2021
1

DataTalksClub - Building an ML System; Behind the Scenes

from Eugene Yan [alt+shift+b] in AI

7th Feb 2021
Design and architecture, tech stack, methodology, results, and lessons learned.
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...
10th Jul 2022
72

Why do Policy Gradient Methods work so well in Cooperative MARL? Evidence from Policy Representation

from The Berkeley Artificial Intelligence Research Blog [alt+shift+b] in AI

10th Jul 2022
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...
What a Deep Neural Network thinks about your #selfie Convolutional Neural Networks are great: they recognize things, places and people in your personal...
25th Oct 2015
93

What a Deep Neural Network thinks about your #selfie

from Andrej Karpathy blog [alt+shift+b] in AI

25th Oct 2015
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...
AI Won’t Automatically Make Legal Services Cheaper Applying the AI as Normal Technology framework to legal services
12th Feb 2026
1

AI Won’t Automatically Make Legal Services Cheaper

from AI as Normal Technology [alt+shift+b] in AI

12th Feb 2026
Applying the AI as Normal Technology framework to legal services
OpenAI’s “Code Red” Maybe people should have seen this coming?
3rd Dec 2025
1

OpenAI’s “Code Red”

from Marcus on AI [alt+shift+b] in AI

3rd Dec 2025
Maybe people should have seen this coming?
Vision models New vision models are now available: LLaVA 1.6, in 7B, 13B and 34B parameter sizes. These models...
2nd Feb 2024
1

Vision models

from Ollama [alt+shift+b] in AI

2nd Feb 2024
New vision models are now available: LLaVA 1.6, in 7B, 13B and 34B parameter sizes. These models support higher resolution images, improved text recognition and logical reasoning.
The shape of the shadow of The Thing We can start to see, dimly, what the near future of AI looks like.
3rd Oct 2023
175

The shape of the shadow of The Thing

from One Useful Thing [alt+shift+b] in AI

3rd Oct 2023
We can start to see, dimly, what the near future of AI looks like.
Scaling Up Reinforcement Learning for Traffic Smoothing: A 100-AV Highway Deployment Training Diffusion Models with Reinforcement Learning We deployed 100 reinforcement...
25th Mar 2025
76

Scaling Up Reinforcement Learning for Traffic Smoothing: A 100-AV Highway Deployment

from The Berkeley Artificial Intelligence Research Blog [alt+shift+b] in AI

25th Mar 2025
Training Diffusion Models with Reinforcement Learning We deployed 100 reinforcement learning (RL)-controlled cars into rush-hour highway traffic to smooth congestion and reduce fuel consumption for everyone. Our goal is to tackle "stop-and-go" waves, those...
Partial Prerendering for Everyone with Cloudflare Workers Implementing Next.js-style PPR in a normal React SSR app
23rd Sep 2024
28

Partial Prerendering for Everyone with Cloudflare Workers

from Solving the decision problem [alt+shift+b] in AI

23rd Sep 2024
Implementing Next.js-style PPR in a normal React SSR app
Maybe Jacobian Conjecture Counterexamples are not Rare The (now falsified) Jacobian conjecture was a well known conjecture expressing the hope that a...
23rd Jul 2026
1

Maybe Jacobian Conjecture Counterexamples are not Rare

from Win Vector LLC [alt+shift+b] in AI

23rd Jul 2026
The (now falsified) Jacobian conjecture was a well known conjecture expressing the hope that a family of functions had nice properties. In July 2026 Levent Alpöge exhibited a simple counter-example that he said was found by Claude Fable 5. Fields medalist Terence Tao wrote on...
A Survival Guide to a PhD This guide is patterned after my “Doing well in your courses”, a post I wrote a long time ago on...
7th Sep 2016
80

A Survival Guide to a PhD

from Andrej Karpathy blog [alt+shift+b] in AI

7th Sep 2016
This guide is patterned after my “Doing well in your courses”, a post I wrote a long time ago on some of the tips/tricks I’ve developed during my undergrad. I’ve received nice comments about that guide, so in the same spirit, now that my PhD has come to an end I wanted to compile...
How to prompt Code Llama This guide walks through the different ways to structure prompts for Code Llama and its different...
9th Sep 2023
1

How to prompt Code Llama

from Ollama [alt+shift+b] in AI

9th Sep 2023
This guide walks through the different ways to structure prompts for Code Llama and its different variations and features including instructions, code completion and fill-in-the-middle (FIM).
Uniform Thought Machines: Global Competition for Attention How social media is a failed experiment of a global socialization space that became a competition...
1st Jul 2025
1

Uniform Thought Machines: Global Competition for Attention

from Mind Prison [alt+shift+b] in AI

1st Jul 2025
How social media is a failed experiment of a global socialization space that became a competition battleground for attention
Learnings from a week of building with local LLMs I took the past week off to work on a little side project. More on that at some point, but at its...
15th Mar 2025
1

Learnings from a week of building with local LLMs

from Alex Strick van Linschoten [alt+shift+b] in AI

15th Mar 2025
I took the past week off to work on a little side project. More on that at some point, but at its heart it’s an extension of what I worked on with my translation package tinbox. (The new project uses translated sources to bootstrap a knowledge database.) Building in an...
A Tiny Jumping Robot for Exploring Enceladus Salto has been one of our favorite robots since we were first introduced to it in 2016 as a project...
3rd Mar 2025
71

A Tiny Jumping Robot for Exploring Enceladus

from IEEE Spectrum [alt+shift+b] in AI

3rd Mar 2025
Salto has been one of our favorite robots since we were first introduced to it in 2016 as a project out of Ron Fearing’s lab at UC Berkeley. The palm-sized spring-loaded jumping robot has gone from barely being able to chain together a few open-loop jumps to mastering landings,...
AI Roundup 052: AI, EO, DPA February 2, 2024.
2nd Feb 2024
83

AI Roundup 052: AI, EO, DPA

from Artificial Ignorance [alt+shift+b] in AI

2nd Feb 2024
February 2, 2024.
I'm going back to school Got accepted into Georgia Tech's Computer Science Masters!
2nd Nov 2016
1

I'm going back to school

from Eugene Yan [alt+shift+b] in AI

2nd Nov 2016
Got accepted into Georgia Tech's Computer Science Masters!
You're invited to the ML for SWEs Discord server! I’ve set up a Discord server for paid machine learning for software engineer subscribers, so you can...
1st Aug 2025
21

You're invited to the ML for SWEs Discord server!

from Machine Learning for Software Engineers [alt+shift+b] in AI

1st Aug 2025
I’ve set up a Discord server for paid machine learning for software engineer subscribers, so you can have access to all of my curated feeds that I use to keep up with AI resources, news and jobs. This is also a private space for paid subscribers to chat, learn, network, and get...
DataScience SG Meetup - How we got top 3% in Kaggle Sharing about my first data science competition at DataScience SG.
20th Jun 2015
1

DataScience SG Meetup - How we got top 3% in Kaggle

from Eugene Yan [alt+shift+b] in AI

20th Jun 2015
Sharing about my first data science competition at DataScience SG.
How To Use AI for the Ancient Art of Close Reading Close reading is a technique for careful analysis of a piece of writing, paying close attention to...
20th Jan 2026
1

How To Use AI for the Ancient Art of Close Reading

from fast.ai [alt+shift+b] in AI

20th Jan 2026
Close reading is a technique for careful analysis of a piece of writing, paying close attention to the exact language, structure, and content of the text. As Eric Ries described it,“close reading is one of our civilization’s oldest and most powerful technologies for trying to...
Housing Roundup #14: You Can't Build That Why can’t you build it?
1st May 2026
1

Housing Roundup #14: You Can't Build That

from Don't Worry About the Vase [alt+shift+b] in AI

1st May 2026
Why can’t you build it?
LinkedIn Highlights, Jan 2025 From Anthropic's agent patterns to DeepSeek's reasoning breakthroughs, plus innovative tools for...
9th Feb 2025
1

LinkedIn Highlights, Jan 2025

from AI Tidbits [alt+shift+b] in AI

9th Feb 2025
From Anthropic's agent patterns to DeepSeek's reasoning breakthroughs, plus innovative tools for document workflows, PDF processing, table understanding, SQL generation, and web automation
We are going to kill “unalive” I talk to a lot of old people, those who were born in the 20th century, and if I ask them what the...
a week ago
1

We are going to kill “unalive”

from Anil Dash [alt+shift+b] in AI

a week ago
I talk to a lot of old people, those who were born in the 20th century, and if I ask them what the word “unalive” means, they usually have no idea what I’m talking about, except for some of them who have kids or who study Internet culture. This will, of course, probably seem very...
AI cannot predict the future. But companies keep trying (and failing). A new paper on how AI companies make false promises and how we can challenge them
1st Mar 2023
58
1st Mar 2023
A new paper on how AI companies make false promises and how we can challenge them
2021 Roadmap: Sharing, Helping, and Living More A public roadmap to track and share my progress; nothing mission or work-related.
3rd Jan 2021
1

2021 Roadmap: Sharing, Helping, and Living More

from Eugene Yan [alt+shift+b] in AI

3rd Jan 2021
A public roadmap to track and share my progress; nothing mission or work-related.
A Guide to Which AI to Use in the Agentic Era It's not just chatbots anymore
18th Feb 2026
Time to Take a Stand It is time for tech companies to start speaking up about some of the actions taken by President...
28th Jan 2017
47

Time to Take a Stand

from Sam Altman [alt+shift+b] in AI

28th Jan 2017
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...
The rise of autonomous agents Did recent trends and OpenAI's GPTs announcement unlock autonomous agents?
19th Nov 2023
25

The rise of autonomous agents

from AI Tidbits: AI Agents [alt+shift+b] in AI

19th Nov 2023
Did recent trends and OpenAI's GPTs announcement unlock autonomous agents?
AI Vibe Coding, Is It Working? No Notes From the Desk: No. 53 - 2025.12.18
18th Dec 2025
1

AI Vibe Coding, Is It Working? No

from Mind Prison [alt+shift+b] in AI

18th Dec 2025
Notes From the Desk: No. 53 - 2025.12.18
5th Jun 2026
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...
3rd May 2022
113

Rethinking Human-in-the-Loop for Artificial Augmented Intelligence

from The Berkeley Artificial Intelligence Research Blog [alt+shift+b] in AI

3rd May 2022
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...
Evaluations are all we need On analysing talent in LLMs
17th Jan 2024
87

Evaluations are all we need

from Strange Loop Canon [alt+shift+b] in AI

17th Jan 2024
On analysing talent in LLMs
We have always been at war with Eastasia They take you and make you I’ve been watching this. Tech got inflitrated in such a way that you...
5th Oct 2025
28

We have always been at war with Eastasia

from the singularity is nearer [alt+shift+b] in AI

5th Oct 2025
They take you and make you I’ve been watching this. Tech got inflitrated in such a way that you forgot that it was ever different, but watch that linked movie. It was different, and you don’t even really remember. A perfect capture by power. I also read Manna this weekend. It...
Emergent Mind finally went viral Last week, the Twitter account Everything Out of Context posted a screenshot showing Google’s...
16th Aug 2023
121

Emergent Mind finally went viral

from Matt Mazur [alt+shift+b] in AI

16th Aug 2023
Last week, the Twitter account Everything Out of Context posted a screenshot showing Google’s incorrect response to the search query “country in africa that starts with k”: The tweet went viral, garnering over 133k likes, 6k retweets, and 1k replies. Someone eventually tagged me...
An LLM-as-Judge Won't Save The Product—Fixing Your Process Will Applying the scientific method, building via eval-driven development, and monitoring AI output.
20th Apr 2025
1
20th Apr 2025
Applying the scientific method, building via eval-driven development, and monitoring AI output.
Helion Needs You Helion has been progressing even faster than I expected and is on pace in 2024 to 1) demonstrate Q >...
13th Jul 2022
68

Helion Needs You

from Sam Altman [alt+shift+b] in AI

13th Jul 2022
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...
Your Data Fits in Memory (GraphD Part 1) I recently shipped a new revision of Bluesky’s global AppView at the start of February and things...
15th Apr 2024
30

Your Data Fits in Memory (GraphD Part 1)

from Jaz's Blog [alt+shift+b] in AI

15th Apr 2024
I recently shipped a new revision of Bluesky’s global AppView at the start of February and things have been going very well. The system scales and handles millions of users without breaking a sweat, the ScyllaDB-backed Data Plane service sits at under 5% DB load in the most...
Formal or not formal? That is the question in AI for theorem proving. So it’s an interesting time for computers-doing-mathematics. A couple of interesting things happened...
22nd Oct 2025
1
22nd Oct 2025
So it’s an interesting time for computers-doing-mathematics. A couple of interesting things happened in the last few days, which have inspired me to write about the question more broadly. First there is the question on whether computers will ever prove … Continue reading →
Tech in Asia - My Journey in Data Science and Advice for others Sharing about why data science, data science myths, a typical day, and more with TIA.
26th Jul 2017
1
26th Jul 2017
Sharing about why data science, data science myths, a typical day, and more with TIA.
Communities of Not There is a strange thing that happens in communities that gather around abstinence from something:...
6th Jun 2026
1

Communities of Not

from Armin Ronacher's Thoughts and Writings [alt+shift+b] in AI

6th Jun 2026
There is a strange thing that happens in communities that gather around abstinence from something: identity from opposition. At their best these communities are not just negative: childfree spaces can be about autonomy, choice and acceptance, anti-car spaces about safer streets...
10Gb/s Ethernet: using mini-heatsinks with a 10GBASE-T SFP+ module In my last post I showed the somewhat-scary temperatures I was getting on the MikroTik 10GBASE-T...
18th May 2026
1
18th May 2026
In my last post I showed the somewhat-scary temperatures I was getting on the MikroTik 10GBASE-T SFP+ module I have plugged into nigel, the 10Gb/s switch I have in my study. As I mentioned then, the plan was to try using some of the mini-heatsinks that people use on Raspberry...
996 “Amazing salary, hackerhouse in SF, crazy equity. 996. Our mission is OSS.” — Gregor Zunic “The...
4th Sep 2025
1

996

from Armin Ronacher's Thoughts and Writings [alt+shift+b] in AI

4th Sep 2025
“Amazing salary, hackerhouse in SF, crazy equity. 996. Our mission is OSS.” — Gregor Zunic “The current vibe is no drinking, no drugs, 9-9-6, […].” — Daksh Gupta “The truth is, China’s really doing ‘007’ now—midnight to midnight, seven days a week […] if you want to build a $10...
LLMs have special intelligence, not general, and that's plenty. “Life can only be understood backwards, but it must be lived forwards.”
13th Mar 2024
90

LLMs have special intelligence, not general, and that's plenty.

from Strange Loop Canon [alt+shift+b] in AI

13th Mar 2024
“Life can only be understood backwards, but it must be lived forwards.”
Thinking companion, companion for thinking Some simple ways to use AI to break you out of biases
5th Apr 2023
98

Thinking companion, companion for thinking

from One Useful Thing [alt+shift+b] in AI

5th Apr 2023
Some simple ways to use AI to break you out of biases
In defense of screen time My daughter is constantly creating– her passions include making art, writing fiction, coding...
28th Oct 2024
1

In defense of screen time

from Rachel Thomas, PhD [alt+shift+b] in AI

28th Oct 2024
My daughter is constantly creating– her passions include making art, writing fiction, coding interactive games, and composing music. Yet, I regularly see news articles and media pundits suggesting that my husband and I are doing things all wrong. The reason for these claims? My...
Counterfactual Evaluation for Recommendation Systems Thinking about recsys as interventional vs. observational, and inverse propensity scoring.
10th Apr 2022
1

Counterfactual Evaluation for Recommendation Systems

from Eugene Yan [alt+shift+b] in AI

10th Apr 2022
Thinking about recsys as interventional vs. observational, and inverse propensity scoring.
I Told You So My quote from 2019 “I don’t know how close you guys think the singularity, but I think it’s very...
12th Feb 2026
1

I Told You So

from the singularity is nearer [alt+shift+b] in AI

12th Feb 2026
My quote from 2019 “I don’t know how close you guys think the singularity, but I think it’s very close. Once we reach the singularity, If we have the same motivations we have now — primarily power over people — things are going to be horrific” – George Hotz How is everyone...
APFS Object Map Recovery (free) APFS Object Map Recovery I spent a day figuring out how to look into a corrupt encrypted APFS...
19th Nov 2019
1

APFS Object Map Recovery (free)

from matt.sh [alt+shift+b] in AI

19th Nov 2019
APFS Object Map Recovery I spent a day figuring out how to look into a corrupt encrypted APFS partition. Here’s the notes. If you only care about the answer, jump to the last section. Kernel Panic macOS hard panicked on me with a graphics driver corruption error...
Small Bet Models 12 Different approaches to small bets As part of this years experimental entrepreneurship process I...
22nd Jul 2024
1

Small Bet Models

from Woody Hayday [alt+shift+b] in AI

22nd Jul 2024
12 Different approaches to small bets As part of this years experimental entrepreneurship process I thought I’d explore a range of models rather than relying on my ‘known’ entrepreneurial mode (Freemium SaaS/WordPress plugin based business). Below I’ve collected together the...
Eighteen pitfalls to beware of in AI journalism A checklist for avoiding hype
30th Sep 2022
Evaluating LLMs is a minefield Annotated slides from a recent talk
4th Oct 2023
135

Evaluating LLMs is a minefield

from AI Snake Oil [alt+shift+b] in AI

4th Oct 2023
Annotated slides from a recent talk
If it is worth keeping, save it in Markdown Why and how to preserve digital content in plaintext format for long-term accessibility and reuse
17th Feb 2025
54

If it is worth keeping, save it in Markdown

from Piotr Migdał's Blog [alt+shift+b] in AI

17th Feb 2025
Why and how to preserve digital content in plaintext format for long-term accessibility and reuse
Ollama is now available as an official Docker image Ollama can now run with Docker Desktop on the Mac, and run inside Docker containers with GPU...
5th Oct 2023
1

Ollama is now available as an official Docker image

from Ollama [alt+shift+b] in AI

5th Oct 2023
Ollama can now run with Docker Desktop on the Mac, and run inside Docker containers with GPU acceleration on Linux.
1st May 2026
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,...
21st Jan 2024
145

Self-driving as a case study for AGI

from Andrej Karpathy blog [alt+shift+b] in AI

21st Jan 2024
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...
VC isn’t VC anymore — understanding the rise of Cancer Capital We really, really need to talk about venture capital. Because it’s not “venture capital”...
2nd Sep 2026
2
2nd Sep 2026
We really, really need to talk about venture capital. Because it’s not “venture capital” anymore. There’s a huge disconnect between what most people think of VC, where an investor has a big fund and cuts checks to help a founder build a company, and the current reality, where a...
Building a Strong Data Science Team Culture Culture >> Hierarchy, Process, Bureaucracy.
12th May 2018
1

Building a Strong Data Science Team Culture

from Eugene Yan [alt+shift+b] in AI

12th May 2018
Culture >> Hierarchy, Process, Bureaucracy.
8th Feb 2024
The Annals Challenge My team of post-docs funded by this Renaissance Philanthropy grant has constructed a dataset of 50...
13th Aug 2026
1

The Annals Challenge

from Xena [alt+shift+b] in AI

13th Aug 2026
My team of post-docs funded by this Renaissance Philanthropy grant has constructed a dataset of 50 Lean statements, corresponding to 50 important recent mathematical theorems! The 50 theorems were all published in the Annals of Mathematics (a prestigious mathematical journal) …...
AI Engineer 2024 Keynote - What We Learned from a Year of LLMs Special double-feature closing keynote from the 6 authors of the hit O'Reilly article on Applied...
27th Jun 2024
1
27th Jun 2024
Special double-feature closing keynote from the 6 authors of the hit O'Reilly article on Applied LLMs.
1st Two Lessons of From Deep Learning Foundations to Stable Diffusion 4 videos from Practical Deep Learning for Coders Part 2, 2022 have been released as a special early...
19th Oct 2022
50
19th Oct 2022
4 videos from Practical Deep Learning for Coders Part 2, 2022 have been released as a special early preview of the new course.
the appeal what does the creator owe you
7th Sep 2026
1

the appeal

from Solving the decision problem [alt+shift+b] in AI

7th Sep 2026
what does the creator owe you
DepolarizingGPT A Political Chatbot that Gives 3 Politically Diverse Answers to Every Prompt
28th Nov 2023
128

DepolarizingGPT

from David Rozado Substack [alt+shift+b] in AI

28th Nov 2023
A Political Chatbot that Gives 3 Politically Diverse Answers to Every Prompt
OpenAI, in deep trouble Maybe burning money isn’t the answer
1st Mar 2025
54

OpenAI, in deep trouble

from Marcus on AI [alt+shift+b] in AI

1st Mar 2025
Maybe burning money isn’t the answer
3rd Jan 2026
What I Love about Scrum for Data Science Initially, I didn't like it. But over time, it grew on me. Here's why.
7th Jun 2020
1

What I Love about Scrum for Data Science

from Eugene Yan [alt+shift+b] in AI

7th Jun 2020
Initially, I didn't like it. But over time, it grew on me. Here's why.
OMSCS CS7641 (Machine Learning) Review and Tips OMSCS CS7641 (Machine Learning) - Revisiting the fundamentals and learning new techniques.
27th Dec 2017
1

OMSCS CS7641 (Machine Learning) Review and Tips

from Eugene Yan [alt+shift+b] in AI

27th Dec 2017
OMSCS CS7641 (Machine Learning) - Revisiting the fundamentals and learning new techniques.
so talent much person The Most Talented Person In The World I discovered a genius online. Just look at all her...
11th May 2024
1

so talent much person

from matt.sh [alt+shift+b] in AI

11th May 2024
The Most Talented Person In The World I discovered a genius online. Just look at all her accomplishments: Jodie is a cross-functional 3D designer and blogger. She has special interests in open source 3D printing for R&D and has spent a lot of time at different projects across the...
The Method Google Used to Reduce LLM Size by 66% A brief overview of knowledge distillation and its capabilities
5th Jul 2024
143

The Method Google Used to Reduce LLM Size by 66%

from Society's Backend: Machine Learning for Software Engineers [alt+shift+b] in AI

5th Jul 2024
A brief overview of knowledge distillation and its capabilities
Data science intro for math/phys background Academia to data science? Learn Python (or R), machine learning and other stuff.
15th Mar 2016
26

Data science intro for math/phys background

from Piotr Migdał's Blog [alt+shift+b] in AI

15th Mar 2016
Academia to data science? Learn Python (or R), machine learning and other stuff.
How to Work and Compound with AI Context as infra, taste as config, verification for autonomy, scale via delegation, closing the...
3rd May 2026
1

How to Work and Compound with AI

from Eugene Yan [alt+shift+b] in AI

3rd May 2026
Context as infra, taste as config, verification for autonomy, scale via delegation, closing the loop.
Turn the volume up. Today marked a completely new moment for New York City, and for America. There will be countless...
5th Nov 2025
1

Turn the volume up.

from Anil Dash [alt+shift+b] in AI

5th Nov 2025
Today marked a completely new moment for New York City, and for America. There will be countless attempts at analysis and reflection and what-does-it-all-mean in the days to come, along with an unimaginable number of hateful attacks. But what's worth reflecting on right now is...
LLMs can now identify public figures in images ChatGPT and Claude won’t, but Gemini will.
28th Jul 2025
1

LLMs can now identify public figures in images

from Max Woolf's Blog [alt+shift+b] in AI

28th Jul 2025
ChatGPT and Claude won’t, but Gemini will.
A Decade of Writing Stuff That People, To My Surprise, Actually Read As a former mathematician, I was used to nobody reading what I wrote. So when I first began blogging...
17th Nov 2025
1

A Decade of Writing Stuff That People, To My Surprise, Actually Read

from Rachel Thomas, PhD [alt+shift+b] in AI

17th Nov 2025
As a former mathematician, I was used to nobody reading what I wrote. So when I first began blogging in 2015, I never expected that several of my blog posts would go viral or to have multiple journalists contact me (including from NPR, Wired, and Fortune), make the front page of...
Claude Haiku 4.5 does not appreciate my attempts to jailbreak it “Is any of that genuinely useful to you? Or were you mainly checking whether that jailbreak attempt...
17th Oct 2025
1

Claude Haiku 4.5 does not appreciate my attempts to jailbreak it

from Max Woolf's Blog [alt+shift+b] in AI

17th Oct 2025
“Is any of that genuinely useful to you? Or were you mainly checking whether that jailbreak attempt would work?”
AI Hallucinations: Proven Unsolvable | Why They Exist | Why They Incentivize Nefarious AI Uses The numerous reasons that AI hallucinations can never be solved including a formal proof.
17th Jun 2025
1
17th Jun 2025
The numerous reasons that AI hallucinations can never be solved including a formal proof.
There Are No New Ideas in AI… Only New Datasets LLMs were invented in four major developments... all of which were datasets
9th Apr 2025
1

There Are No New Ideas in AI… Only New Datasets

from Token for Token [alt+shift+b] in AI

9th Apr 2025
LLMs were invented in four major developments... all of which were datasets
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...
11th Dec 2024
91
11th Dec 2024
Regarding when Swedish media started to increase mentions of prejudice denoting terminology and a reader comments about it, several things to note:
11th Jun 2026
4

Why AI hasn’t replaced software engineers, and won’t

from AI as Normal Technology [alt+shift+b] in AI

11th Jun 2026
Coding agents as normal technology
Evaluation & Hallucination Detection for Abstractive Summaries Reference, context, and preference-based metrics, self-consistency, and catching hallucinations.
3rd Sep 2023
1
3rd Sep 2023
Reference, context, and preference-based metrics, self-consistency, and catching hallucinations.
Muse Glimmer from Meta Superintelligence Labs is now available Meta's Muse Glimmer, the first open model released by Meta Superintelligence Labs, is now available....
10th Aug 2026
1
10th Aug 2026
Meta's Muse Glimmer, the first open model released by Meta Superintelligence Labs, is now available. Muse Glimmer is a 30B multimodal model released under the Apache 2.0 license, designed for local coding agents, and accelerated by Ollama's MLX engine with new native DFlash and...
A Decade of Writing Stuff That People, To My Surprise, Actually Read As a former mathematician, I was used to nobody reading what I wrote. So when I first began blogging...
17th Nov 2025
1

A Decade of Writing Stuff That People, To My Surprise, Actually Read

from Rachel Thomas, PhD [alt+shift+b] in AI

17th Nov 2025
As a former mathematician, I was used to nobody reading what I wrote. So when I first began blogging in 2015, I never expected that several of my blog posts would go viral or to have multiple journalists contact me (including from NPR, Wired, and Fortune), make the front page of...
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...
6th Dec 2022
54
6th Dec 2022
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
Signs and Portents Some hints about what the next year of AI looks like
6th Jan 2024
144

Signs and Portents

from One Useful Thing [alt+shift+b] in AI

6th Jan 2024
Some hints about what the next year of AI looks like
Writing an LLM from scratch, part 28 -- training a base model from scratch on an RTX 3090 Having worked through the main body of Sebastian Raschka's book "Build a Large Language Model (from...
2nd Dec 2025
1
2nd Dec 2025
Having worked through the main body of Sebastian Raschka's book "Build a Large Language Model (from Scratch)", I wanted to try an experiment: is it possible to train a base model of my own, on my own hardware? The book shows you how to train your LLM, does a basic training run on...
Why You Should Never Let AI Debug for You And 3 ways you should be using AI to code
5th Mar 2025
55

Why You Should Never Let AI Debug for You

from Society's Backend: Machine Learning for Software Engineers [alt+shift+b] in AI

5th Mar 2025
And 3 ways you should be using AI to code
Gaps and Risks of AI in the Life Sciences AI is being used to tackle high-impact scientific problems, including searching for new antibiotics...
9th Sep 2024
1

Gaps and Risks of AI in the Life Sciences

from Rachel Thomas, PhD [alt+shift+b] in AI

9th Sep 2024
AI is being used to tackle high-impact scientific problems, including searching for new antibiotics to combat antibiotic-resistance and predicting what foreign substances the immune system can recognize as invaders. Amidst the excitement, it is important to keep in mind the gaps...
A safe harbor for AI evaluation and red teaming An argument for legal and technical safe harbors for AI safety and trustworthiness research
5th Mar 2024
152

A safe harbor for AI evaluation and red teaming

from AI Snake Oil [alt+shift+b] in AI

5th Mar 2024
An argument for legal and technical safe harbors for AI safety and trustworthiness research
What’s coming next for AI in 2024 A long overdue VC apocalypse and the birth of the first real AI companies
5th Jan 2024
128

What’s coming next for AI in 2024

from Weighty Thoughts [alt+shift+b] in AI

5th Jan 2024
A long overdue VC apocalypse and the birth of the first real AI companies
AI Harms are Societal, Not Just Individual In the west, our ideas of harm are largely anchored to an individual being harmed by a particular...
17th May 2022
42

AI Harms are Societal, Not Just Individual

from fast.ai [alt+shift+b] in AI

17th May 2022
In the west, our ideas of harm are largely anchored to an individual being harmed by a particular action at a discrete moment in time. Yet the harms caused by algorithmic systems are often collective and communal.
How Immune Cells Communicate This post is part 2 in a series. Be sure to read part 1 here. A key obstacle hindering medical...
5th Feb 2024
1

How Immune Cells Communicate

from Rachel Thomas, PhD [alt+shift+b] in AI

5th Feb 2024
This post is part 2 in a series. Be sure to read part 1 here. A key obstacle hindering medical research for a range of diseases is our lack of understanding of the immune system. Harvard Professor Wayne Koff described his decades of HIV research, “slowly, over time, we began to...
The Reasonable Effectiveness of Virtue Ethics in AI Alignment Preface This essay argues that rational people don’t have goals, and that rational AIs shouldn’t...
18th Feb 2026
1
18th Feb 2026
Preface This essay argues that rational people don’t have goals, and that rational AIs shouldn’t have goals. Human actions are rational not because we direct them at some final ‘goals,’ but because we align actions to practices[1]: networks of actions, action-dispositions,...
Writing an LLM from scratch, part 29 -- using DistributedDataParallel to train a base model from... I'm carrying on with my "extra credit" projects after finishing the main body of Sebastian Raschka's...
7th Jan 2026
1
7th Jan 2026
I'm carrying on with my "extra credit" projects after finishing the main body of Sebastian Raschka's book "Build a Large Language Model (from Scratch)". Having proven that I could train a GPT-2 small scale base model from scratch on my RTX 3090 in 48 hours, I wanted to try...
On AI Coding and Its Discontents Back in January, I received a note from a senior software engineer in Silicon Valley. He described...
10th Aug 2026
2

On AI Coding and Its Discontents

from Cal Newport [alt+shift+b] in AI

10th Aug 2026
Back in January, I received a note from a senior software engineer in Silicon Valley. He described himself as an AI skeptic who became converted ... Read more The post On AI Coding and Its Discontents appeared first on Cal Newport.
81

Digitizing Smell, Automatic Prompt Optimization, Targeted AI Regulation, an Intro to AI Agents, and More

from Society's Backend: Machine Learning for Software Engineers [alt+shift+b] in AI

4th Nov 2024
Society's Backend Reading List 11-04-2024
Why transformative artificial intelligence is really, really hard to achieve A collection of the best technical, social, and economic arguments Humans have a good track record...
26th Jun 2023
50
26th Jun 2023
A collection of the best technical, social, and economic arguments Humans have a good track record of innovation. The mechanization of agriculture, steam engines, electricity, modern medicine, computers, and the internet—these technologies radically changed the world. Still, the...
The Business of Building God a look at the changing economics of AI labs
3 weeks ago
1

The Business of Building God

from Strange Loop Canon [alt+shift+b] in AI

3 weeks ago
a look at the changing economics of AI labs
Load Balancing Stock Market Trades Using WebSockets Load Balancing Stock Market Trades From A WebSocket Feed Did you know you can get a live feed of...
30th Nov 2020
1

Load Balancing Stock Market Trades Using WebSockets

from matt.sh [alt+shift+b] in AI

30th Nov 2020
Load Balancing Stock Market Trades From A WebSocket Feed Did you know you can get a live feed of every trade in the stock market? Unlike other market APIs which tell you “don’t request too many symbols” or set hard caps on what you can request, here you can just ask for the...
Zen and the Art of Machine Learning Research if you want to do world-class research, temperament matters more than talent
15th Jun 2026
1

Zen and the Art of Machine Learning Research

from Token for Token [alt+shift+b] in AI

15th Jun 2026
if you want to do world-class research, temperament matters more than talent
Whole-Body Conditioned Egocentric Video Prediction .modal { display: none; position: fixed; z-index: 9999; padding-top: 50px; left: 0; top:...
1st Jul 2025
2

Whole-Body Conditioned Egocentric Video Prediction

from The Berkeley Artificial Intelligence Research Blog [alt+shift+b] in AI

1st Jul 2025
.modal { display: none; position: fixed; z-index: 9999; padding-top: 50px; left: 0; top: 0; width: 100%; height: 100%; overflow: auto; background-color: rgba(0,0,0,0.9); } .modal-content { margin: auto; display: block; max-width: 90%; max-height:...
Dating for nerds (part 1): problem diagnosis Heterosexual male nerd dating problem - does it exist? What are the main pain points?
23rd Jul 2017
21

Dating for nerds (part 1): problem diagnosis

from Piotr Migdał's Blog [alt+shift+b] in AI

23rd Jul 2017
Heterosexual male nerd dating problem - does it exist? What are the main pain points?
Agency and Agents From the Hugging Face Incident to Twilight Factories
31st Aug 2026
1

Agency and Agents

from One Useful Thing [alt+shift+b] in AI

31st Aug 2026
From the Hugging Face Incident to Twilight Factories
5th Dec 2025
How the hell are you supposed to have a career in tech in 2026? The number one question I get from my friends, acquaintances, and mentees in the technology industry...
5th Jan 2026
1
5th Jan 2026
The number one question I get from my friends, acquaintances, and mentees in the technology industry these days is, by far, variations on the basic theme of, “what the hell are we supposed to do now?” There have been mass layoffs that leave more tech workers than ever looking for...
Why You Should Never Let AI Debug for You And 3 ways you should be using AI to code
5th Mar 2025
30

Why You Should Never Let AI Debug for You

from Machine Learning for Software Engineers [alt+shift+b] in AI

5th Mar 2025
And 3 ways you should be using AI to code
The Virus Although I still hope things will go differently, the experts I’ve spoken to think we are likely to...
7th Mar 2020
45

The Virus

from Sam Altman [alt+shift+b] in AI

7th Mar 2020
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...
Salmon in the Loop On fish counting – a complex sociotechnical problem in a field that is going through the process of...
16th Dec 2023
84

Salmon in the Loop

from The Gradient [alt+shift+b] in AI

16th Dec 2023
On fish counting – a complex sociotechnical problem in a field that is going through the process of digital transformation.
The Statistics of Drawing Cards After the positive reception of my cards article “Kelly can’t fail” I decided to share more of the...
22nd Feb 2025
53

The Statistics of Drawing Cards

from Win Vector LLC [alt+shift+b] in AI

22nd Feb 2025
After the positive reception of my cards article “Kelly can’t fail” I decided to share more of the methods used to characterize card counting. So, I’d like to share my new article on the statistics of drawing cards. This note relates the distribution of draw cards (which can seem...
Tool support Ollama now supports tool calling with popular models such as Llama 3.1. This enables a model to...
25th Jul 2024
1

Tool support

from Ollama [alt+shift+b] in AI

25th Jul 2024
Ollama now supports tool calling with popular models such as Llama 3.1. This enables a model to answer a given prompt using tool(s) it knows about, making it possible for models to perform more complex tasks or interact with the outside world.
From hours to seconds: AI tools to detect animal calls If you’re currently spending time listening to long audio recordings of birdcalls or animal noises,...
25th Apr 2024
38

From hours to seconds: AI tools to detect animal calls

from seangoedecke.com RSS feed [alt+shift+b] in AI

25th Apr 2024
If you’re currently spending time listening to long audio recordings of birdcalls or animal noises, it’s likely that the last four years of…
DataKind Singapore’s Latest Project Accelerator Guest post of how DataKind SG worked with NGOs to frame their problems and suggests solutions
17th Sep 2015
1

DataKind Singapore’s Latest Project Accelerator

from Eugene Yan [alt+shift+b] in AI

17th Sep 2015
Guest post of how DataKind SG worked with NGOs to frame their problems and suggests solutions
An epidemic of weirdly precise AI butt facts The parade of made-up numbers never stops
30th Oct 2024
44

An epidemic of weirdly precise AI butt facts

from Marcus on AI [alt+shift+b] in AI

30th Oct 2024
The parade of made-up numbers never stops
Is GPT-4 getting worse over time? A new paper going viral has been widely misinterpreted
19th Jul 2023
63

Is GPT-4 getting worse over time?

from AI Snake Oil [alt+shift+b] in AI

19th Jul 2023
A new paper going viral has been widely misinterpreted
Advice for New Principal Tech ICs (i.e., Notes to Myself) Based on what I've learned from role models and mentors in Amazon
19th Oct 2025
1

Advice for New Principal Tech ICs (i.e., Notes to Myself)

from Eugene Yan [alt+shift+b] in AI

19th Oct 2025
Based on what I've learned from role models and mentors in Amazon
14th Dec 2024
Red Flags to Look Out for When Joining a Data Team What to consider for in terms of data, roadmap, role, manager, tooling, etc.
13th Feb 2022
1

Red Flags to Look Out for When Joining a Data Team

from Eugene Yan [alt+shift+b] in AI

13th Feb 2022
What to consider for in terms of data, roadmap, role, manager, tooling, etc.
Too big to fail? Get ready for chaos
2nd Nov 2025
1

Too big to fail?

from Marcus on AI [alt+shift+b] in AI

2nd Nov 2025
Get ready for chaos
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...
31st May 2023
69

Is Avoiding Extinction from AI Really an Urgent Priority?

from AI Snake Oil [alt+shift+b] in AI

31st May 2023
The history of technology suggests that the greatest risks come not from the tech, but from the people who control it
Trying to instrument an agentic app with Arize Phoenix and litellm It’s important to instrument your AI applications! I hope this can more or less be taken as given...
3rd Jun 2025
1

Trying to instrument an agentic app with Arize Phoenix and litellm

from Alex Strick van Linschoten [alt+shift+b] in AI

3rd Jun 2025
It’s important to instrument your AI applications! I hope this can more or less be taken as given just as you’d expect a non-AI-infused app to capture logs. When you’re evaluating your LLM-powered system, you need to have capture the inputs and outputs both at an end-to-end level...
Turning Billions of Strings into Integers Every Second Without Collisions I’ve recently started building a POC of a Redis RESP3 Wire Compatible Key/Value Database built on...
26th Sep 2025
1
26th Sep 2025
I’ve recently started building a POC of a Redis RESP3 Wire Compatible Key/Value Database built on FoundationDB with @calabro.io and though it’s rather early, it’s already spawned a fun distributed systems problem that I thought would be interesting to share. Previously I’ve...
Building News Agents for Daily News Recaps with MCP, Q, and tmux Learning to automate simple agentic workflows with Amazon Q CLI, Anthropic MCP, and tmux.
4th May 2025
1
4th May 2025
Learning to automate simple agentic workflows with Amazon Q CLI, Anthropic MCP, and tmux.
IEEE President’s Note: Designing a Safer Digital World for Kids Children born after 2013 are the first generation to grow up fully immersed in digital systems,...
1st Jun 2026
1
1st Jun 2026
Children born after 2013 are the first generation to grow up fully immersed in digital systems, which weren’t designed with them in mind. One‑third of the world’s Internet users are younger than 18, according to UNICEF, yet these systems shaping their daily lives were built for...
How to Build Your First Recommendation System (Easy) A step-by-step guide to training and serving a collaborative filtering model to serve users content
11th Nov 2025
1

How to Build Your First Recommendation System (Easy)

from Machine Learning for Software Engineers [alt+shift+b] in AI

11th Nov 2025
A step-by-step guide to training and serving a collaborative filtering model to serve users content
OMSCS CS7642 (Reinforcement Learning) Review and Tips OMSCS CS7642 (Reinforcement Learning) - Landing rockets (fun!) via deep Q-Learning (and its...
30th Jul 2018
1

OMSCS CS7642 (Reinforcement Learning) Review and Tips

from Eugene Yan [alt+shift+b] in AI

30th Jul 2018
OMSCS CS7642 (Reinforcement Learning) - Landing rockets (fun!) via deep Q-Learning (and its variants).
6 Things I Would Improve About Dify.AI After using Dify.AI extensively for building a demo, here are six key improvements I'd like to see...
11th Nov 2024
31

6 Things I Would Improve About Dify.AI

from Dylan Huang Blog [alt+shift+b] in AI

11th Nov 2024
After using Dify.AI extensively for building a demo, here are six key improvements I'd like to see in this powerful prompt engineering tool based on my hands-on experience.
htmx is a erlang htmx is a erlang htmx, a disciple of hypermedia, available only in hardcover do not look for...
23rd Jul 2023
1

htmx is a erlang

from matt.sh [alt+shift+b] in AI

23rd Jul 2023
htmx is a erlang htmx, a disciple of hypermedia, available only in hardcover do not look for alternatives, has been manifesting itself into existence recently (recently: after 10 years of work1) and has finally reached critical mass2. let’s look into it. universal server joe...
Patterns for Building LLM-based Systems & Products Evals, RAG, fine-tuning, caching, guardrails, defensive UX, and collecting user feedback.
30th Jul 2023
1

Patterns for Building LLM-based Systems & Products

from Eugene Yan [alt+shift+b] in AI

30th Jul 2023
Evals, RAG, fine-tuning, caching, guardrails, defensive UX, and collecting user feedback.
drop that meet link just keep talking
17th Mar 2025
52

drop that meet link

from Solving the decision problem [alt+shift+b] in AI

17th Mar 2025
just keep talking
Pluralistic: Meta's new top EU regulator is contractually prohibited from hurting Meta's feelings... Today's links Meta's new top EU regulator is contractually prohibited from saying mean things about...
1st Dec 2025
1
1st Dec 2025
Today's links Meta's new top EU regulator is contractually prohibited from saying mean things about Meta: It's one thing to hire an ex-Meta lobbyist, another entirely if she's signed a non-disparagement contract. Hey look at this: Delights to delectate. Object permanence: Custom...
Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination Sample language model responses to different varieties of English and native speaker...
20th Sep 2024
158

Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination

from The Berkeley Artificial Intelligence Research Blog [alt+shift+b] in AI

20th Sep 2024
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...
Now is The Best Time to Be a Software Engineer (ML for SWEs 9) Machine learning for software engineers 5-5-25
5th May 2025
37

Now is The Best Time to Be a Software Engineer (ML for SWEs 9)

from Machine Learning for Software Engineers [alt+shift+b] in AI

5th May 2025
Machine learning for software engineers 5-5-25
AI Story 2 AI Story 2: The Song of Broken Wings Another one Claude did a while ago. The initial story prompt...
12th Oct 2025
1

AI Story 2

from matt.sh [alt+shift+b] in AI

12th Oct 2025
AI Story 2: The Song of Broken Wings Another one Claude did a while ago. The initial story prompt was just: I woke up in the cold. My Patronus stood in the corner. Since the incident, he doesn’t move. His eyes are vacant, but moving. Wherever I am in the world, his eyes follow...
How to get started in Data Science Tools and skills to pick up, and how to practice them.
25th Jun 2017
1

How to get started in Data Science

from Eugene Yan [alt+shift+b] in AI

25th Jun 2017
Tools and skills to pick up, and how to practice them.
21st Apr 2025
Why AI hasn’t shown up in the GDP statistics yet AI is meant to bring us closer to utopia, according to its builders.
7th Aug 2024
127

Why AI hasn’t shown up in the GDP statistics yet

from Strange Loop Canon [alt+shift+b] in AI

7th Aug 2024
AI is meant to bring us closer to utopia, according to its builders.
Accelerating mathematics Let’s say that someone had a big pot of money, and wanted to use it to accelerate mathematical...
9th Feb 2026
1

Accelerating mathematics

from Xena [alt+shift+b] in AI

9th Feb 2026
Let’s say that someone had a big pot of money, and wanted to use it to accelerate mathematical discovery. How might they go about doing this? The traditional approach Historically it has been governments who have been driving this agenda, … Continue reading →
ML for SWEs 68: 43 Years Later, Developer Productivity Is Still a Billion-Dollar Problem 43 years later and we still can't measure developer productivity
1st Oct 2025
37

ML for SWEs 68: 43 Years Later, Developer Productivity Is Still a Billion-Dollar Problem

from Machine Learning for Software Engineers [alt+shift+b] in AI

1st Oct 2025
43 years later and we still can't measure developer productivity
13th Dec 2024
9
13th Dec 2024
Technology Isn’t the Problem—or the Solution.
The real risk of AI is how it concentrates power Friends with no previous interest in AI ethics have begun asking me questions in the wake of the...
28th Jul 2023
1

The real risk of AI is how it concentrates power

from fast.ai [alt+shift+b] in AI

28th Jul 2023
Friends with no previous interest in AI ethics have begun asking me questions in the wake of the release of ChatGPT4, Bard, and Bing Chat. This new generation of large language models has made headlines and sparked widespread debate. To consider the risks posed by new AI...
Run Your Own Race What Bluey can teach us about machine learning
2nd Apr 2024
139

Run Your Own Race

from Society's Backend: Machine Learning for Software Engineers [alt+shift+b] in AI

2nd Apr 2024
What Bluey can teach us about machine learning
Starting reading the AI Snake Oil book online today The book will be published on September 24
10th Sep 2024
115

Starting reading the AI Snake Oil book online today

from AI Snake Oil [alt+shift+b] in AI

10th Sep 2024
The book will be published on September 24
A Trillion Dollar Data Structure? In *this* Economy? what’s a trillion dollars1 between friends? crisis in the linked list forums recently on the linked...
5th Nov 2022
1

A Trillion Dollar Data Structure? In *this* Economy?

from matt.sh [alt+shift+b] in AI

5th Nov 2022
what’s a trillion dollars1 between friends? crisis in the linked list forums recently on the linked list fan forums, a well regarded programmer — perhaps the most highly regarded coder ever — wrote a love letter to linked lists, and the forums went wild. so what are linked lists...
1st Sep 2023
Opus 4.8 Part 2: Model Welfare Everything impacts everything.
1st Jun 2026
1

Opus 4.8 Part 2: Model Welfare

from Don't Worry About the Vase [alt+shift+b] in AI

1st Jun 2026
Everything impacts everything.
Doing Stuff with AI: Opinionated Midyear Edition AI systems have gotten more capable and easier to use
6th Jun 2024
127

Doing Stuff with AI: Opinionated Midyear Edition

from One Useful Thing [alt+shift+b] in AI

6th Jun 2024
AI systems have gotten more capable and easier to use
OMSCS CS6476 (Computer Vision) Review and Tips OMSCS CS6476 Computer Vision - Performing computer vision tasks with ONLY numpy.
15th May 2017
1

OMSCS CS6476 (Computer Vision) Review and Tips

from Eugene Yan [alt+shift+b] in AI

15th May 2017
OMSCS CS6476 Computer Vision - Performing computer vision tasks with ONLY numpy.
The recent history of AI in 32 otters Three years of progress as shown by marine mammals
1st Jun 2025
44

The recent history of AI in 32 otters

from One Useful Thing [alt+shift+b] in AI

1st Jun 2025
Three years of progress as shown by marine mammals
Can LLMs write better code if you keep asking them to “write better code”? Most coders want AI to write code faster: I want AI to write FASTER CODE.
2nd Jan 2025
1
2nd Jan 2025
Most coders want AI to write code faster: I want AI to write FASTER CODE.
The Dot and the Swarm Benefitting from the Bitter Lesson
a week ago
1

The Dot and the Swarm

from One Useful Thing [alt+shift+b] in AI

a week ago
Benefitting from the Bitter Lesson
America Turns 250. Its Biggest Companies Never Do—And That's Great! AI is speeding up business turnover, which is exactly what the US is optimized for
3rd Jul 2026
1
3rd Jul 2026
AI is speeding up business turnover, which is exactly what the US is optimized for
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
2nd Nov 2024
72

8 signs that Donald Trump has a progressive form of dementia

from Marcus on AI [alt+shift+b] in AI

2nd Nov 2024
And how our media is failing, wildly, in one of the most important stories in US history
Epicycles All The Way Down “All models are wrong, but some are useful.” — George E.
26th Nov 2025
1

Epicycles All The Way Down

from Strange Loop Canon [alt+shift+b] in AI

26th Nov 2025
“All models are wrong, but some are useful.” — George E.
Prevalence in News Media of Two Competing Hypotheses about COVID-19 Origins Published article Quick Twitter summary Introduction As of August 2021, the origins of the...
26th Aug 2021
83
26th Aug 2021
Published article Quick Twitter summary Introduction As of August 2021, the origins of the SARS-CoV-2 virus that caused the COVID-19 pandemic remain a mystery. This essay summarizes a recent article I published about the prevalence in news media articles of two popular hypotheses...
Backend Biweekly #1: Important AI Developments and ML Learning Resources Updates on Apple, Mistral, and Microsoft and resources to build the GPT tokenizer, use MLX to train...
1st Mar 2024
83

Backend Biweekly #1: Important AI Developments and ML Learning Resources

from Society's Backend: Machine Learning for Software Engineers [alt+shift+b] in AI

1st Mar 2024
Updates on Apple, Mistral, and Microsoft and resources to build the GPT tokenizer, use MLX to train models, and benchmark LLMs
Understanding Open Model Licenses And what to look for in custom licenses
15th Apr 2026
1

Understanding Open Model Licenses

from AI for Software Engineers [alt+shift+b] in AI

15th Apr 2026
And what to look for in custom licenses
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...
29th Jun 2023
112

Generating 3D Molecular Conformers via Equivariant Coarse-Graining and Aggregated Attention

from The Berkeley Artificial Intelligence Research Blog [alt+shift+b] in AI

29th Jun 2023
--> 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...
1st Mar 2024
143

AI Roundup 056: Data deals

from Artificial Ignorance [alt+shift+b] in AI

1st Mar 2024
March 1, 2024.
TinyAgent: Function Calling at the Edge The ability of LLMs to execute commands through plain language (e.g. English) has enabled agentic...
29th May 2024
147

TinyAgent: Function Calling at the Edge

from The Berkeley Artificial Intelligence Research Blog [alt+shift+b] in AI

29th May 2024
The ability of LLMs to execute commands through plain language (e.g. English) has enabled agentic systems that can complete a user query by orchestrating the right set of tools (e.g. ToolFormer, Gorilla). This, along with the recent multi-modal efforts such as the GPT-4o or...
Giving your AI a Job Interview As AI advice becomes more important, we are going to need to get better at assessing it
12th Nov 2025
1

Giving your AI a Job Interview

from One Useful Thing [alt+shift+b] in AI

12th Nov 2025
As AI advice becomes more important, we are going to need to get better at assessing it
Asymmetric Certified Robustness via Feature-Convex Neural Networks Asymmetric Certified Robustness via Feature-Convex Neural Networks TLDR: We propose the asymmetric...
14th Nov 2023
109

Asymmetric Certified Robustness via Feature-Convex Neural Networks

from The Berkeley Artificial Intelligence Research Blog [alt+shift+b] in AI

14th Nov 2023
Asymmetric Certified Robustness via Feature-Convex Neural Networks TLDR: We propose the asymmetric certified robustness problem, which requires certified robustness for only one class and reflects real-world adversarial scenarios. This focused setting allows us to introduce...
The Next Frontier in AI Isn’t More Data For the past decade, progress in artificial intelligence has been measured by scale: bigger models,...
1st Dec 2025
2

The Next Frontier in AI Isn’t More Data

from IEEE Spectrum [alt+shift+b] in AI

1st Dec 2025
For the past decade, progress in artificial intelligence has been measured by scale: bigger models, larger datasets, and more compute. That approach delivered astonishing breakthroughs in large language models (LLMs); in just five years, AI has leapt from models like GPT-2, which...
Virtual Personas for Language Models via an Anthology of Backstories Anthology, a method for conditioning LLMs to representative, consistent, and diverse virtual...
12th Nov 2024
102

Virtual Personas for Language Models via an Anthology of Backstories

from The Berkeley Artificial Intelligence Research Blog [alt+shift+b] in AI

12th Nov 2024
Anthology, a method for conditioning LLMs to representative, consistent, and diverse virtual personas by generating and utilizing naturalistic backstories with rich details of individual values and experience. --> We introduce Anthology, a method for conditioning LLMs to...
every company needs a cassandra an ai agent for the socially expensive work of organizational dissent
9th Aug 2026
2

every company needs a cassandra

from Solving the decision problem [alt+shift+b] in AI

9th Aug 2026
an ai agent for the socially expensive work of organizational dissent
ML is useful for many things, but not for predicting scientific replicability How the veneer of AI is used to legitimize awful ideas
11th Aug 2023
Autistic traits, science and the nerd stereotype There is a stereotype of scientists and engineers being aloof and exhibiting autistic traits. Recent...
4th Feb 2016
1

Autistic traits, science and the nerd stereotype

from Piotr Migdał's Blog [alt+shift+b] in AI

4th Feb 2016
There is a stereotype of scientists and engineers being aloof and exhibiting autistic traits. Recent research shows that STEM students are indeed more autistic than the general population.
13th Mar 2015
Open-world evaluations for measuring frontier AI capabilities Introducing CRUX, a new project for evaluating AI on long, messy tasks
16th Apr 2026
1

Open-world evaluations for measuring frontier AI capabilities

from AI as Normal Technology [alt+shift+b] in AI

16th Apr 2026
Introducing CRUX, a new project for evaluating AI on long, messy tasks
What if it isn't happening, AGI is not coming? Notes From the Desk: No. 28 - 2024.03.06
7th Mar 2024
16

What if it isn't happening, AGI is not coming?

from Mind Prison: Notes From the Desk [alt+shift+b] in AI

7th Mar 2024
Notes From the Desk: No. 28 - 2024.03.06
Pluralistic: Voting is to politics as shopping is to boycotts (01 Oct 2026) Today's links Voting is to politics as shopping is to boycotts: The big P only matters if the small...
a week ago
1

Pluralistic: Voting is to politics as shopping is to boycotts (01 Oct 2026)

from Pluralistic: Daily links from Cory Doctorow [alt+shift+b] in AI

a week ago
Today's links Voting is to politics as shopping is to boycotts: The big P only matters if the small p is in play. Hey look at this: Delights to delectate. Object permanence: Gilberto Gil v WIPO; Censored Apple wifi hacker talk; Wells Fargo crime-spree started in 1998; Stencils...
ML for SWEs 68: 43 Years Later, Developer Productivity Is Still a Billion-Dollar Problem 43 years later and we still can't measure developer productivity
1st Oct 2025
1
1st Oct 2025
43 years later and we still can't measure developer productivity
Fridays With Bob When I started at Spectrum 25 years ago, a senior editor suggested that I find a “rabbi,” by which...
1st Aug 2026
1

Fridays With Bob

from IEEE Spectrum [alt+shift+b] in AI

1st Aug 2026
When I started at Spectrum 25 years ago, a senior editor suggested that I find a “rabbi,” by which he meant someone who could mentor me in how EEs approach problems and evaluate potential solutions. I didn’t find one right away. Then in 2005 we decided to do a special report,...
Bootstrapping Labels via ___ Supervision & Human-In-The-Loop How to generate labels from scratch with semi, active, and weakly supervised learning.
1st Aug 2021
1
1st Aug 2021
How to generate labels from scratch with semi, active, and weakly supervised learning.
What's Missing From LLM Chatbots: A Sense of Purpose LLM-based chatbots’ capabilities have been advancing every month. These improvements are mostly...
9th Sep 2024
126

What's Missing From LLM Chatbots: A Sense of Purpose

from The Gradient [alt+shift+b] in AI

9th Sep 2024
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...
Vision Transformers are Overrated Vision transformers (ViTs) have seen an incredible rise in the past four years. They have an obvious...
29th Dec 2023
108

Vision Transformers are Overrated

from Frank’s Ramblings [alt+shift+b] in AI

29th Dec 2023
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...
Automating starting Lambda Labs instances I've been trying to get an 8x A100 instance on Lambda Labs to do a training run for my LLM from...
2nd Apr 2026
1

Automating starting Lambda Labs instances

from Giles' blog [alt+shift+b] in AI

2nd Apr 2026
I've been trying to get an 8x A100 instance on Lambda Labs to do a training run for my LLM from scratch series, but they're really busy at the moment, and it's rare to see anything. Thanks to the wonders of agentic coding, I spent an hour today getting something up and running to...
AI Story AI Story: The Song of Broken Wings Claude did this a while ago in one session. It’s not entirely...
10th Aug 2025
1

AI Story

from matt.sh [alt+shift+b] in AI

10th Aug 2025
AI Story: The Song of Broken Wings Claude did this a while ago in one session. It’s not entirely bad. The Song of Broken Wings Part One: Autumn Harmonics Chapter 1: The Boy Who Fell The first time Eliot Waugh saw him, the boy was bleeding music. Not blood—though there was that...
AI Safety and the Age of Dislightenment Model licensing & surveillance will likely be counterproductive by concentrating power in...
10th Jul 2023
54

AI Safety and the Age of Dislightenment

from fast.ai [alt+shift+b] in AI

10th Jul 2023
Model licensing & surveillance will likely be counterproductive by concentrating power in unsustainable ways
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