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ionet pushed ~416B tokens in Oct, 13.4B daily on GPU network

, 6 items in Decentralized AI, 3 min read

In this digest (6 items)

ionet pushed ~416B tokens through OpenRouter in Oct, sustaining ~13.4B tokens per day on a distributed GPU network. Routing across mixed hardware, keeping latency predictable and making failures invisible to the user are highlighted.

Key points

  • Tokens pushed: ~416B tokens through OpenRouter in Oct.

  • Daily rate: ~13.4B tokens a day across a distributed GPU network.

Sources

Laurent Renard model wins Broad Institute Obesity ML

Laurent Renard’s model finished first in the Broad Institute’s Obesity ML Competition, more than 50% ahead of second place. He also ended 2025 at number one on the DataCrunch leaderboard, the weekly ranking of US stocks.

Key points

  • First place in Part 1 of the Broad Institute’s Obesity ML Competition, >50% ahead of second place

  • Number one on the 2025 DataCrunch leaderboard, weekly US-stock ranking

Sources

Hialeah Park Casino joins Helium Network, routes carrier traffic to Wi-Fi

Hialeah Park Casino joined the Helium Network and now automatically routes carrier traffic onto its own Wi-Fi, giving guests better signal and avoiding a new antenna system. The change is described as people-built coverage serving the people.

Key points

  • Helium Network integration: 100-year-old racetrack becomes part of Helium Network.

  • Traffic routing: casino automatically routes carrier traffic onto its own Wi-Fi, eliminating need for a new antenna system.

Sources

EngineRWA protocol for onchain strategies on Avalanche

EngineRWA is a protocol for building, sharing and earning from onchain strategies, using Avalanche’s tokenized assets as building blocks. The announcement introduces the protocol and its connection to Avalanche.

Key points

  • EngineRWA is a protocol for building, sharing and earning from onchain strategies.

  • Avalanche’s growing set of tokenized assets can serve as the building blocks.

Sources

AnthropicAI provable inference system FlashProve announced

AnthropicAI is pushing for provable inference systems. FlashProve is a provable inference system built on zkSNARKs. Rahul Dalal is credited as one of the cryptographers behind FlashProve.

Key points

  • AnthropicAI is now pushing for provable inference systems.

  • FlashProve is built on zkSNARKs and includes cryptographer Rahul Dalal.

Sources

Brand competition script flags pages missing you

Brand competition script flags pages that name two or more competitor brands but skip yours, using 3-5 category brands and 5-8 buyer searches. The script identifies those pages automatically. A link to the script is shared on LinkedIn.

Key points

  • Input includes your brand, 3 to 5 other brands in the same category, and 5 to 8 buyer search terms.

  • Flags pages that name 2 or more of the other brands while omitting your brand.

Sources