Beyond Market Intelligence/1M tokens

1M tokens

Beyond Market Intelligence keeps 1M tokens in one place: one story so far. The section currently leads with “Scaling DNA modeling with linear attention that remembers what matters”. A 25% recall score on a four-token DNA vocabulary isn't just a stumble; it's a sign that the compressed state in linear attention is dropping the thread. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every 1M tokens story on Beyond Market Intelligence, newest first.

Machine Learning

Scaling DNA modeling with linear attention that remembers what matters

A 25% recall score on a four-token DNA vocabulary isn't just a stumble; it's a sign that the compressed state in linear attention is dropping the thread. This isn't a niche bug, as HyenaDNA hits the same wall. The core tension is clear: state compression trades memory for recall, and long contexts expose that trade-off brutally. We're watching a fundamental limit being tested, not a simple fix.