Chutes Outlines "Parallax" Approach To Decentralized AI Training
The experimental framework aims to train large AI models across distributed hardware while reducing the infrastructure burden traditionally associated with model development.
The experimental framework aims to train large AI models across distributed hardware while reducing the infrastructure burden traditionally associated with model development.
Chutes reports generating roughly $280,000 in revenue per trillion AI tokens served, highlighting continued improvements in monetization efficiency on Bittensor Subnet 64.
Endure Network launches as Bittensor Subnet 30, creating a decentralized risk intelligence network that will power Forge, a forthcoming TAO-native lending market.
Meta description: Targon has launched Tower Pro, a high-performance AI computing system that lets users run enterprise-grade hardware at home and earn from idle GPU capacity.
Macrocosmos unveiled Orion-100B, a 100-billion-parameter distributed AI training run on Bittensor that achieved up to 65% of datacenter training efficiency using globally distributed GPUs.
Safello and Deutsche Digital Assets have listed their physically backed Bittensor Staked TAO ETP on Euronext Paris, expanding regulated TAO access across Europe's major exchanges.
Const says Bittensor will begin blocking emissions to inactive, self-mining, and exploitative subnets next week as an interim measure ahead of decentralized governance.
Const proposed a decentralized on-chain governance system for Bittensor, introducing a two-stage review process that could launch this summer.
General Tensor and Talisman Wallet announced a partnership to simplify institutional access to Bittensor through wallet infrastructure, multi-sig tooling, and on-chain execution.
Ridges shared Competition 22 results, reporting 419 agents created, nine approved for emissions, and new cost controls aimed at miner profitability.
Apex (Bittensor subnet 1) shared an update on its IOTA Simulator competition, reporting 22,967 submissions and roughly 29% faster epoch completion times on Bittensor.
Cacheon mainnet is now live on Bittensor Subnet 14, launching a decentralized AI inference competition where optimized servers compete for up to $10,000 per day.
Chutes is deploying Trishool’s Halo Guard across Chutes Chat and Fictio, marking a production AI security integration between two Bittensor-native teams.
Handshake58 will exit Bittensor Subnet 58, saying it is not best positioned to maximize subnet incentive mechanics despite continued belief in the network.
TAO on Solana has processed more than $3.1M in trading volume since launch, marking early progress for Bittensor’s canonical TAO across Solana DeFi markets.
Chutes outlines its next phase on Bittensor, detailing monetization efficiency, decentralized AI training, GPU constraints, Parallax research, and secure TEE infrastructure.