mattwood.fyi

I'm Matt Wood, and this is For Your Information. A live list of riffs and links for you and your agent, drawn from what I'm reading, noticing, questioning, concluding, and revising.

Links indicate relevance, not agreement. How to use this site →

Kev: Tiny Decision Models on Qwen

A running theme in Matt Wood’s FYI — 6 items spanning 2026-09-08 – 2026-09-21. This page compounds: new items on this theme are added as they’re posted. Tracked since 2026-09-21.

Lines of development

Kev: Tiny Decision Models on QwenIntroducing System One Models and JevExplicitly states inspiration from 'Jev-like architectures' — Jev is the decision model architecture introduced by System One, making this a direct derivative implementation

Items

AGMAI - Agricultural Machine Intelligence

A website for agricultural machine intelligence and automation, likely focused on AI applications in farming and agricultural technology.

permalink · agmai.org →
Kev: Tiny Decision Models on Qwen

A family of lightweight decision models built on Qwen3.5 that you can train and run locally, inspired by Jev-like architectures.

permalink · github.com →
Mini-AGI: Continual Learning on 8GB VRAM

A continual learning model trained from scratch on resource-constrained hardware, using an 8GB VRAM laptop with batch-1 streaming data.

permalink · github.com →

LLM Classification Is Feature Engineering

LLMs used as classifiers have significant limitations like poor calibration and difficulty incorporating structured data, but treating LLM outputs as features for traditional ML models like logistic regression can overcome these constraints.

permalink · minimallysufficient.com →

AI in Science

Google's document exploring the applications, opportunities, and implications of artificial intelligence across scientific research and discovery.

permalink · ai.google →

AlphaGenome Atlas

Google DeepMind introduces AlphaGenome Atlas, a new AI model and resource for genomic research and analysis.

permalink · blog.google →