research paper
2 published articles
AI5 min read
Messier Corpus
957,253 records can't hide the gap: AI agents surge in coding but stall where enterprises need them
The Messier corpus, with 957,253 records across 30 benchmarks, reveals uneven AI agent progress: function calling is saturated, programming improves fastest, and enterprise workflows lag. It also shows that strict all-pass aggregation can obscure gains and flip leaderboard rankings.
2026-08-02
NLP & ML4 min read
Synthetic Data
Synthetic data generation just ditched its weakest link: the boss
Matrix is a decentralized framework that uses serialized messages passed through distributed queues for multi-agent synthetic data generation. By eliminating the central orchestrator, it achieves 2 to 15 times higher throughput on identical hardware.
2026-06-06