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Thanks for the shout-out! Means a lot coming from a @FiveThirtyEight alum!
Don't miss this great graphic on statistical significance tests.
I cannot emphasize enough how much I prefer this "tutorial doc + build-it-yourself" coding workflow to the typical "ugh" feeling of reviewing huge agent PRs. You can try it right now and see for yourself: 1) Instead of having Claude Code make a PR, ask it to output a Markdown…
on to my next task! following the tutorial guide claude precooked
The most interesting part for me is where @karpathy describes why LLMs aren't able to learn like humans. As you would expect, he comes up with a wonderfully evocative phrase to describe RL: “sucking supervision bits through a straw.” A single end reward gets broadcast across…
The @karpathy interview 0:00:00 – AGI is still a decade away 0:30:33 – LLM cognitive deficits 0:40:53 – RL is terrible 0:50:26 – How do humans learn? 1:07:13 – AGI will blend into 2% GDP growth 1:18:24 – ASI 1:33:38 – Evolution of intelligence & culture 1:43:43 - Why self…
Generative AI Limits - Computerphile youtu.be/dDUC-LqVrPU?si… via @YouTube
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Has Generative AI Already Peaked? - Computerphile
The first Silmarillion map. Drawn by Tolkien on an unused page from a University of Leeds examination booklet.
Starting with the software, it became a problem that Seurat is not published, and there is no explanation anywhere of exactly how normalization is implemented in the program or how it's used in the various Seurat functions. So we made a map for ourselves by reading the code. 6/
Here's a good mnemonic to convert Miles to Kilometers using Fibonacci (0,1,1,2,3,5,8,13...) numbers: 3 mi ≈ 5 km 5 mi ≈ 8 km 8 mi ≈ 13 km The ratio between 1 mi and 1 km is very close to the Golden Ratio ≈1.61
Climate twins. Your guide to understanding Australia. I allegedly live in England.
Damn ... how far Bilbo and Frodo actually walked If the Shire is Kansas, Mordor is Jacksonville. (by reddit user fussomoro) bit.ly/BilboFrodo
How exercise works through the gut microbiome to enhance response to cancer immunotherapy cell.com/cell/fulltext/… @CellCellPress
Just. Wow. As we went over Mexico and the U.S. this morning, I caught this sprite. Sprites are TLEs or Transient Luminous Events, that happen above the clouds and are triggered by intense electrical activity in the thunderstorms below. We have a great view above the clouds, so…
I’m not big on identities, but I am extremely proud to be American. This is true every day, but especially today—I firmly believe this is the greatest country ever on Earth. The American miracle stands alone in world history. I believe in techno-capitalism. We should encourage…
![mathladyhazel's tweet image. I ❤️ maths. [bitl.to/4lqV]](https://pbs.twimg.com/media/GujZcJAWMAASQ52.jpg)
Why can AIs code for 1h but not 10h? A simple explanation: if there's a 10% chance of error per 10min step (say), the success rate is: 1h: 53% 4h: 8% 10h: 0.002% @tobyordoxford has tested this 'constant error rate' theory and shown it's a good fit for the data chance of…
OpenAI quietly dropped a 34-page technical manual on building AI agents that 99% of people will never read. I spent 3 days coding every single pattern they revealed. Here's the practical guide to autonomous AI agents:🧵
The Hazard Rate and Memoryless Property of the Exponential Distribution youtu.be/8qZilAKQM6s?si… via @YouTube
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The Hazard Rate and Memoryless Property of the Exponential Distribu...
However, note that the problem is "rigged" in favor of quantum computers. The benchmark is explicitly modeling a quantum phenomenon, so *of course* we get a speedup. In other words, Google created a random distribution on the output that "seems correct." Why does it "seem…
So basically, quantum computing is "matrix multiplication of real numbers on crack."
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