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curious people and people interested in llm evals, benchmarks, high data circles, please wake up. my blog post "SWE-bench Multimodal v2 is not multimodal" is up now.

sankalp.bearblog.dev/swe_multimodal/
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chat, what's happening here
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oh shit he beat me to it
found the qwen neuron that unlocks this lady
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found a neuron in qwen3.5-4b that makes it talk like her
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TIL😭
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try this
codex > settings > toy > audio visualizer
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every week RL people will introduce a new term in discourse
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lauren was lowkey cooking with 28 days of reset and i am not complaining
Day 20/ Rest and reset
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sunday whitepill
to all my followers who believe in this, sincerely - it's bullshit.

this is an era of unprecedented technology and with it comes unknown challenges, it is like a new world map in a game where only paid promotional beta testers have been before.

what is the value of discovering en people have stopped reading everything?

how reliable is this tech where you chat with a bot and it hallucinates 3 times a day but you never know on what? what is the cost of discovering such bugs late for your projects?

what is the cost of discovering problems/bugs when entire world is wearing the same glasses and everyone has same blindspots?

"there is no technical moat" - yeah, for you.
ofc you would think that if you are someone who has always just wanted to get by their day and do nothing beyond what is forced on you, then yeah, sure.

but if you tell a guy like me "everyone is offloading to the same machine to think, using the same overabstracted superficially verified systems, where agentic PR count is a porn to be consumed by those who think they are doing something". if you tell a guy like me that, i would say there is now an opportunity to be hercules amongst men. there is an opportunity to really use this tech around you to imitate what fabrice bellard could have pulled off in your niche if he cared as much as you.

there is an insane opportunity to be unlimited, your moat is starting your morning where others have stopped caring about something.
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i think about this often
It's actually crazy how early I was with a lot of things. I'm not the type to really make predictions, but instead, i kind of just "do" the thing that is going to become big very soon. Like I'm really deliberate with it. It is the best way I can communicate what I know. By play
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when are they going to use the swarm thing for the nick cammerata essay neurons (if that shit works)
Last month a large team of agents used over 100 billion tokens to resolve the Navier-Stokes Millennium Prize problem. Now we're using a similar approach for red-teaming to find and fix infra vulnerabilities.
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how fast the situation has been escalating these days
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now we can ragebait anthropic together (when they give opportunity)
@lydiahallie wait is it just me or is Opus 5.5 dumber
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this was pretty obvious
✅ Sunil Pai (@threepointone) has joined Anthropic.
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this is some cooper sharing morse code via watch type shit
completely insane

OpenAI agents communicated via cache timing differences, without any shared files or network connection
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if you are a data vendor, moonshot/kimi is in need of more ultra long horizon and autoresearch style tasks. also don't make the verifiers too strict.
I don't really like these figures from the quoted tweet. they are mostly marketing material.

this is much more interesting:
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its the deploying 1T model on our infra poasting season
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vaguepoasting is all about memetic pressure difference
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short weekend read reminder. post had to compete with cyber apocalypse when i had posted first.
curious people and people interested in llm evals, benchmarks, high data circles, please wake up. my blog post "SWE-bench Multimodal v2 is not multimodal" is up now.

sankalp.bearblog.dev/swe_multimodal/
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if you want better thoughts and ideas, you need to be rawdogging sources more instead of using ai for it. use ai for filtering and curation instead... you also need more contact with reality via experiments.

some excerpts from my blog post

sankalp.bearblog.dev/on-idea-genera…
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