LLMS - AI Dynamics

Sama on Surprising Voice Mode Improvements and Challenges

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05 May 2026 12h11

Sherlock here: Sama actually just said in an interview that it would probably take a year until we see big improvements in voice mode (for example counting correctly). In this aspect a soonish release actually comes as a surprise to me.

→ View original post on X — @kimmonismus

5 May 2026

Third Conference on Parsimony and Learning Proceedings Now Available

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@lawrennd

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05 May 2026 11h25

Volume 328 https://
proceedings.mlr.press/v328/ Proceedings of the Third Conference on Parsimony and Learning Is now available on PMLR

→ View original post on X — @lawrennd

5 May 2026

Claude Code Cuts Token Usage 3x with Context Engineering Layer

By

@akshay_pachaar

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05 May 2026 11h08

Claude Code used 3x fewer tokens with one change:

– Before: 10.4M tokens · 10 errors · $9.21
– After: 3.7M tokens · 0 errors · $2.81

I used Insforge Skills + CLI as the backend context engineering layer for Claude Code (open-source and local).

Repo: https://t.co/01v2PYDPpY… https://t.co/HD5Oswup5l pic.twitter.com/T1w1obWBae
— Akshay 🚀 (@akshay_pachaar) 5 mai 2026

Claude Code used 3x fewer tokens with one change: – Before: 10.4M tokens · 10 errors · $9.21
– After: 3.7M tokens · 0 errors · $2.81 I used Insforge Skills + CLI as the backend context engineering layer for Claude Code (open-source and local). Repo: https://
github.com/InsForge/InsFo
rge
…

→ View original post on X — @akshay_pachaar

5 May 2026

AI Exposes Both Specialists and Generalists in Career Landscape

By

@pascal_bornet

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05 May 2026 11h00

Brutal career truth in the age of AI: knowledge alone is no longer enough. Pure specialists are exposed because AI can learn narrow domains faster than many people can defend them. Shallow generalists are exposed too because LLMs can already summarize, compare, and explain

→ View original post on X — @pascal_bornet

5 May 2026