Lionel

@spiindoctor.bsky.social

Research Scientist. Houston, TX. Research interests: Complexity Sciences, Matrix Decomposition, Clustering, Manifold Learning, Networks. https://www.lionelyelibi.com/ 🇺🇸🇨🇮🇿🇦

The way ai is changing software engineering you still test and evaluate engineers/researchers coding ability during hiring when in fact you don't want them to code in their day to day. Coding ability is getting worse not better, it's a bit hard to see this converging to anything positive long term?

My inbox and text message app are full of messages to myself, for just this reason — stray thoughts, musings, ruminations while running, whatever, are raw material for writing. I’d add: photos of whiteboards filled with plans, diagrams, pithy phrases, and outlines. This. Is. Writing.

Jacqueline Antonovich@jackiantonovich.bsky.social · 4d ago

*Bonus*: always remind yourself that thinking is part of writing. Actual typing of text is just a sliver of writing. So, shower thoughts, walking thoughts, random thoughts in the day about your project *is* writing. Text yourself those thoughts (or get a dictation app)

I wouldn't mind moving to California. Since visiting San Diego, I don't see Texas the same way anymore 🤷🏿‍♂️. I almost feel like Americans downplay how great california is? I loved moving to Houston. That said, it's just heat and humidity waiting for you outside whereas CA offers so much more...

Our team just shipped Fugu-Ultra v1.1! 🐡 By dynamically orchestrating the latest frontier models, we pushed performance up by 7.9 points. We are now beating Fable 5 in complex coding and reasoning tasks without even having Fable 5 in our agent pool. Collective intelligence is the future.

Sakana AI@sakanaai.bsky.social · 2w ago

Announcing Fugu-Ultra v1.1 🐡 We’ve been thrilled by the reception to the Fugu model family. Thanks to everyone who tried it, shared feedback, and trusted Fugu with real work. Today, we’re releasing Fugu-Ultra v1.1 → sakana.ai/fugu Upgraded to incorporate the latest frontier models.

Just got out of the odyssey and I am confused by Odysseus and his men who clearly are unfamiliar with the concept of scouting which only requires one or maybe two individuals on unfamiliar terrain not an entire garrison.

I work at Google DeepMind. This won't make me popular. But it's all public reporting: 2014: DeepMind reportedly sold to Google on conditions: no military use, independent oversight 2026: a Pentagon contract for "any lawful government purpose" Not one safeguard survived intact

Collage titled "Trust is not Governance — an essay from inside Google DeepMind, written in personal capacity." 

A 2014 memorandum, "Conditions of the Acquisition," lists: military applications of DeepMind technology banned; deployment decisions before an independent ethics board (as reported in Mallaby's The Infinity Machine). 

Red threads lead to a 2026 U.S. Department of Defense agreement for classified networks reading "any lawful government purpose," with safety settings and filters adjusted at the government's request and no contractor veto (reported terms, The Information, Apr. 2026). 

Below: a 2018 AI Principles strip ("no weapons, no surveillance") stamped DROPPED 2025, and a Project Mario 2016–2021 tag stamped ABANDONED.

anybody on here who uses multiple ai chat bots: which of them is more agreeable/disagreeable? I am spending more time using claude (past 2-3 weeks) and I find, at least in chats I've had with it, it is not overly focused on sounding agreeable at the cost of fixing my (il)logical reasoning/mistakes.

A Brown economics professor gave his students a take-home midterm this spring after students expressed anxiety following a school shooting. The majority of the students got near-perfect or perfect scores. He decided to have finals in-person; 18 dropped the class, 7 skipped the finals, the rest...

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I have enjoyed the spirit of many americans on their national football team performance during the world cup who are genuinely appalled, despite the obvious difference in quality, by the way they played against Belgium. Americans are super competitive at everything: football should be no exception.

Eventually users should be able to locally host frozen version of LLMs. I don't know how you avoid losing your mind suspecting model updates of performance degradation without proper evaluation methods (also why do you even have to do that to begin with?).

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America, the Prologue to What’s Possible. Whitman’s America. D-day’s America. America on the Moon. America of the Founding Fathers. Immigrants’ America. Americans’ America. To all about to embark on a quest: the time is now. The place is America. 3/

It turns out SQL is an even simpler for writing NNs than JAX. With this arrays-are-pivoted-tables notion, then vmap completely goes away. You just have `grad’, `jvp` and `vjp` on columns which are Nd arrays. “Hard” tensor math is a dumb JOIN. matmul is a JOIN and GROUP BY and SUM.

Al Merose@al.merose.com · last mo.

Not yet merged, but I added autograd to my array database experiment. I’m building a new NN framework primarily in SQL. github.com/xqlsystems/x...

Locked out of bsky on the browser because of some age verification pop up probably due to living in Texas but the mobile app seems to work, for now. Age verification is dumb, why are we doing this again?

I need a concept like convex hull, but that isn't convex. I'm trying to characterize the birds with the most extreme colors. Here I've taken 5 degree angular samples around white, and picked the furthest point within them, but you can see the big gap in the reds.

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