Week 3 of our weekly Last week in Chutes Post. Here's last week's rundown: → APU AIC's AI Marathon 2026 top 10 finalists are in → Vonkaiser shipped two new chutes: an audio toolkit (12 models on one chute) and docuextract for OCR → Jon and Kyle spent the week hardening the…

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Decentralized search is no longer theoretical. Desearch led the composite leaderboard against centralized providers in our first benchmark, with the strongest source relevance. This is v1. More miners. More competition. Better search. 22.desearch.ai #Bittensor #SN22

What does it look like when a network starts paying for itself? A year ago we earned almost nothing per token we served. Today the platform earns around $280K for every trillion tokens that move through it, and that number has climbed all year while we cut models and…

A few weeks ago, almost everyone hitting our flagship models got a 429. Utilization was pinned at 95–100%. Demand had outrun our compute. So we trimmed the catalog to the models people use and pushed that compute where the traffic goes. Most flagships have headroom now. A…