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INT21 announced PTX Kernel Factory, a self-improving agent swarm that autonomously generates expert-level PTX GPU kernels, with open-source proof-of-concept implementations and beta access.
A team slashed AI workflow costs from $62,000 to $7,800 per month by using Claude Opus 4.8 for orchestration and Kimi K2.6 Agent Swarm for execution, with a detailed 15-prompt system.
Moonshot AI released Kimi 2.6, a 1T-parameter MoE model with 32B active parameters and 256K context length, featuring a 300-sub-agent swarm capable of 4,000-step reasoning.