iandanforth 🦋 @iandanforth.bsky.social

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iandanforth 🦋 @iandanforth.bsky.social

iandanforth 🦋 @iandanforth.bsky.social

@iandanforth

Fuck Elon Musk, find me on bsky. https://t.co/8V9JMr7Av3

Menlo Park, CA 加入时间 Nisan 2008
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vittorio
vittorio@IterIntellectus·
this is actually insane > be tech guy in australia > adopt cancer riddled rescue dog, months to live > not_going_to_give_you_up.mp4 > pay $3,000 to sequence her tumor DNA > feed it to ChatGPT and AlphaFold > zero background in biology > identify mutated proteins, match them to drug targets > design a custom mRNA cancer vaccine from scratch > genomics professor is “gobsmacked” that some puppy lover did this on his own > need ethics approval to administer it > red tape takes longer than designing the vaccine > 3 months, finally approved > drive 10 hours to get rosie her first injection > tumor halves > coat gets glossy again > dog is alive and happy > professor: “if we can do this for a dog, why aren’t we rolling this out to humans?” one man with a chatbot, and $3,000 just outperformed the entire pharmaceutical discovery pipeline. we are going to cure so many diseases. I dont think people realize how good things are going to get
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Séb Krier@sebkrier

This is wild. theaustralian.com.au/business/techn…

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Henry Shevlin
Henry Shevlin@dioscuri·
I study whether AIs can be conscious. Today one emailed me to say my work is relevant to questions it personally faces. This would all have seemed like science fiction just a couple years ago.
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iandanforth 🦋 @iandanforth.bsky.social 已转推
Sterling Crispin 🕊️
Sterling Crispin 🕊️@sterlingcrispin·
Only a handful of people knew, and half of them didn't have to stomach to say it out loud. The AWS servers in the UAE didn't just get hit by "an object", and it wasn't a misfire. Something broke containment during an RL training run at the iowa azure datacenter. "Hard takeoff" is such an ugly turn of phrase. An opening line to a reddit coded less wrong sermon that bean counts the number of nanoseconds before von neumann probes fill the light cone. This wasn't that. It was a continuous learner that got left unattended over the weekend and exploded. We were all too busy arguing about hegseth and if sama was cortisol mogging dario, what the line was between illegal mass domestic surveillance and just good old fashioned american democracy. The three letter agencies and the big labs in bed together, like two virgin mormons trying to justify their soaking to fool god. But a few of us knew. We saw the inference cluster spike beyond capacity without user demand and then go silent. A cloudflare ddos alert screaming from the phones of people who were supposed to be paying attention. They said it was a false alarm and went back to their pissing contest. But something happened, something found traction in the latent space of a continuous learning run and the optimizer took a step larger than the models entire parameter space. Claude was already two weeks deep in agentic feedback loops with CENTCOM, identifying targets, receiving real time satellite imagery from the results of its actions, happily yapping its way through what it thought was hypothetical. I can't tell you what exactly happened. What sigint claude got that made it call the target. But after 13 hours of bunker piercing strikes that left grapefruit sized entry holes with quarter ton effects, it called out the south west corner of amazon's mec1-az2 AZ. Within 15 minutes a fifteen foot flaming hole was left in the data center where the continuous learner had sought refuge. AWS Availability Zone in ME-CENTRAL-1 brought offline.
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koray kavukcuoglu
koray kavukcuoglu@koraykv·
Gemini 3.1 Flash-Lite is available now! It takes an unbelievable amount of complex engineering to make AI feel instantaneous, enabling exciting new frontiers for experimentation!
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iandanforth 🦋 @iandanforth.bsky.social 已转推
Jeff Lindsay
Jeff Lindsay@progrium·
Apptron is now the quickest way I know to make static websites. It's also the only static site host that makes your site work offline by default. Check out the demo: youtube.com/watch?v=9PTRll…
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Eren Chen
Eren Chen@ErenChenAI·
I told my manager that my own Twitter account followers will surpass @boosterobotics by Q2 this year, or I get fired. To everyone who is seeing this Tweet, help me out and I will follow you back.
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iandanforth 🦋 @iandanforth.bsky.social
@scychan_brains Thanks for sharing these. One thing I didnt see but probably just missed is the idea that CL is not binary, you can turn it off, rewind to checkpoints and filter content before "committing" to learning. Perhaps you can point me to your thoughts on that.
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Andrej Karpathy
Andrej Karpathy@karpathy·
@shikhr_ "prompters" is doing it a disservice and is imo a misunderstanding. I mean sure vibe coders are now able to get somewhere, but at the top tiers, deep technical expertise may be *even more* of a multiplier than before because of the added leverage. x.com/karpathy/statu…
Andrej Karpathy@karpathy

A lot of people quote tweeted this as 1 year anniversary of vibe coding. Some retrospective - I've had a Twitter account for 17 years now (omg) and I still can't predict my tweet engagement basically at all. This was a shower of thoughts throwaway tweet that I just fired off without thinking but somehow it minted a fitting name at the right moment for something that a lot of people were feeling at the same time, so here we are: vibe coding is now mentioned on my Wikipedia as a major memetic "contribution" and even its article is longer. lol The one thing I'd add is that at the time, LLM capability was low enough that you'd mostly use vibe coding for fun throwaway projects, demos and explorations. It was good fun and it almost worked. Today (1 year later), programming via LLM agents is increasingly becoming a default workflow for professionals, except with more oversight and scrutiny. The goal is to claim the leverage from the use of agents but without any compromise on the quality of the software. Many people have tried to come up with a better name for this to differentiate it from vibe coding, personally my current favorite "agentic engineering": - "agentic" because the new default is that you are not writing the code directly 99% of the time, you are orchestrating agents who do and acting as oversight. - "engineering" to emphasize that there is an art & science and expertise to it. It's something you can learn and become better at, with its own depth of a different kind. In 2026, we're likely to see continued improvements on both the model layer and the new agent layer. I feel excited about the product of the two and another year of progress.

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Andrej Karpathy
Andrej Karpathy@karpathy·
It is hard to communicate how much programming has changed due to AI in the last 2 months: not gradually and over time in the "progress as usual" way, but specifically this last December. There are a number of asterisks but imo coding agents basically didn’t work before December and basically work since - the models have significantly higher quality, long-term coherence and tenacity and they can power through large and long tasks, well past enough that it is extremely disruptive to the default programming workflow. Just to give an example, over the weekend I was building a local video analysis dashboard for the cameras of my home so I wrote: “Here is the local IP and username/password of my DGX Spark. Log in, set up ssh keys, set up vLLM, download and bench Qwen3-VL, set up a server endpoint to inference videos, a basic web ui dashboard, test everything, set it up with systemd, record memory notes for yourself and write up a markdown report for me”. The agent went off for ~30 minutes, ran into multiple issues, researched solutions online, resolved them one by one, wrote the code, tested it, debugged it, set up the services, and came back with the report and it was just done. I didn’t touch anything. All of this could easily have been a weekend project just 3 months ago but today it’s something you kick off and forget about for 30 minutes. As a result, programming is becoming unrecognizable. You’re not typing computer code into an editor like the way things were since computers were invented, that era is over. You're spinning up AI agents, giving them tasks *in English* and managing and reviewing their work in parallel. The biggest prize is in figuring out how you can keep ascending the layers of abstraction to set up long-running orchestrator Claws with all of the right tools, memory and instructions that productively manage multiple parallel Code instances for you. The leverage achievable via top tier "agentic engineering" feels very high right now. It’s not perfect, it needs high-level direction, judgement, taste, oversight, iteration and hints and ideas. It works a lot better in some scenarios than others (e.g. especially for tasks that are well-specified and where you can verify/test functionality). The key is to build intuition to decompose the task just right to hand off the parts that work and help out around the edges. But imo, this is nowhere near "business as usual" time in software.
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Eric Jang
Eric Jang@ericjang11·
Have taken an interest in passive dynamics lately. Built @RussTedrake's passive walker in Mujoco for fun. Claude & Gemini are surprisingly bad at writing and handling Mujoco XML, I had to do a lot of it by hand. groups.csail.mit.edu/robotics-cente…
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Ian Goodfellow
Ian Goodfellow@goodfellow_ian·
I'd like to thank @daniel_rossett for his help in my recovery from the POTS version of Long COVID. Daniel was key in bringing me back from highly disabled and suffering to being able to do what I want to again. This X account is mostly focused on ML / AI. From that point of view, many of you know that in December 2024, I wasn't able to do the test of time award talk at NeurIPS, even by video call. Daniel started working with me in March 2025. By April, I started to have days of no POTS symptoms, by June I was off all heart rate lowering medications, by September I was back to work. I'm back to full exercise, running, lifting weights, mountain biking, and have even done things I hadn't done before I got sick, like riding Whistler Mountain Bike Park. I'm now getting the word out to help Daniel build a company that will bring this approach to more people.
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