Anthropic leaked a $4.3M document where 5 models at $2.50 a day replace a $40,000-A-YEAR agency

One stack costs $912 a year and takes the same work off the table - that is 44× cheaper signal → triage → draft → gate → ship → measure → back to root cheap models sit at the

SprytixAug 3116

Comparing Opus 4.8 and Opus 5 on the self-portrait test 🫥

Top row: Opus 4.8 Bottom row: Opus 5

KraxAug 318

I insist, Claude Code with Opus 5 is AGI!

I took a messy gameplay screenshot of my game and asked him to put together a sequence for me. See the result, one shot. No skills or 3rd party repos, nothing.

JeudyxAug 316

Here's what breaks first at a 1M-token context: the thing you invented to survive it.

Sparse attention needs an indexer to pick which tokens matter, and if all 78 layers run their own indexer over a million tokens, the index eats the win. Hy4-preview's answer is IndexCache.

Alcides TicllaAug 31