spent the morning writing some go by hand. I haven't written code by hand for pretty much 2 years.

I am actually surprised I don't seem to have lost any of it. I just loathe spending time at the computer for this nonsense.

It really drove home how much the act of sitting at a computer and typing actually shuts down my thinking.

I'm sure some people feel a more intimate connection to their intellect this way, but I need the spatial component / the diagrams / the little graphical symbols than just raw alphabet soup.

#llms #llm #vibecoding

Absolutely TRUE!!!

"If a credible Western open frontier player does not emerge, the consequences cascade quickly.

This is the inverse of the early Internet wave. In the 2000s and 2010s, Western companies — Google, Facebook, Amazon, Apple, Microsoft — dominated globally while China carved out its own walled garden. The AI version flips that dynamic on its head. Without a credible Western open frontier player, the only open models capable of running entire economies are made in China. If U.S. policy further restricts Chinese open-weight access on national-security grounds, the U.S. ends up with two or three closed Cathedrals serving the U.S. market — and the rest of the world picks the AI stack that is free, capable, self-hostable, and not embargoed. Europe, Africa, Southeast Asia, Latin America, India, the Middle East. Roughly six billion people. Chinese open models become the global default by 2030, and the United States ends up technologically isolated from the majority of the world’s AI users. We would have done it to ourselves.

Watch what happens to AI infrastructure over the next twenty-four months. And watch Washington just as carefully.

Open source is no longer just how good software gets built. It is how dominant incumbents get neutralized, how trillion-dollar industries shift their power structure, and how the next generation of strategic moats gets dug — by the companies smart enough to dig them in the open."

https://p3institute.substack.com/p/from-open-source-software-to-open?source=queue

#OpenSource #FLOSS #China #AI #USA #GenerativeAI #OpenWeights #LLMs

Re: The AI Gig Economy

#AI #LLM #LLMs #GigEconomy

https://www.youtube.com/watch?v=aooiDA-AsNo

This is a 3-paper arc on whether LLMs can reliably self-correct their own reasoning. Self-Refine proposes a naive intrinsic-feedback loop and reports impressive gains. Cannot-Self-Correct refutes empirically the class of approach Self-Refine belongs to. Reflexion threads the needle by gating self-correction on a reliable external signal.

#LLMs #AI #Reasoning #Metacognition

«KI-Papers bei arXiv — Sperre bei erstem Verstoß:
Die Wissenschaftsplattform verschärft erneut ihre Regeln - Wer KI-Müll als Wissenschaft ausgibt, wird gesperrt - und danach genauer geprüft.»

Wie nun arXiv vorgeht kommt nun m.M.n. nicht überraschend und ist zu befürworten dass es geprüft wird.

✋ https://www.heise.de/news/KI-Papers-bei-arXiv-Sperre-bei-erstem-Verstoss-11296035.html

#arxiv #kimull #aislop #wissenschaft #ai #aipaper #ki #fehlinformationen #realitat #LLMs #unwissen #unwissenschaftliches #sperrung