Community Updates
A stream of short-form insights, takes, and news from the AI Socratic community.
Mini-ML: 12M Parameter LLM Trained From Scratch in Rust
They trained a 12M parameter LLM on their own ML framework using a Rust backend and CUDA kernels for flash attention, AdamW, and more. Inspirational project for anyone who wants to better understand h
13+ Attention Mechanisms You Should Know
In the last year we've seen different types of attention arising. This blog post shows you 13 attention mechanisms you should know and the papers that discuss them. Sources: tweethttps://x.com/TheTuri
Google Simula: Reasoning-Driven Synthetic Data
Google across DeepMind and Research introduces Simula, a framework and approach to data scarcity and synthetic data generation using AI assistants and reasoning-driven workflows to develop and deploy
Agentic AI & the Next Intelligence Explosion
The idea behind this paper from Google is that intelligence is not a property of isolated systems, but of interactions between them. Progress comes less from scaling a single model and more from enabl
Anthropic Research: Emotion Concepts in LLMs
New Anthropic research: emotion concepts and their function in a large language model. All LLMs sometimes act like they have emotions. But why? Anthropic found internal representations of emotion conc
Anthropic Fellow Program for AI Safety Researchers
Anthropic Fellow Program: If you're a researcher working on AI safety, security & economics/society impact, apply to receive a stipend from Anthropic. tweethttps://x.com/ImadeIyamu/status/204367557892
Scaling Brain Emulation
Scaling Brain Emulation. This researcher thinks it is possible to emulate a human brain with the right amount of scale. Last month we showed the simulation of a fruit fly brain into a NNhttps://aisocr