Inference

Most AI demos break between inference and real-world action. Metis closes that production gap with a dual-layer approach: DSeq for verifiable execution orchestration and Hyperion for high-performance compute throughput. Not a demo loop — an execution system. https://t.co/dNMACCRFTA

it’s clear to me that surplus is going to be major AI winner of this cycle inference infra layer in an age where inference is the new oil

NVIDIA Integrates Hermes Agent into OpenShell, Adds Official Agent Skills

I built a very small language model on plebslop. How small? Small enough to fit in a single *standard* bitcoin transaction. There is now a plebslop generator on every Bitcoin node. The UI includes client-side inference code. It loads the weights and does it all in-browser

we gave the agent brain hands. before, it could think. now it acts. you give it one goal and it reasons on decentralized inference, calls a real capability on the network for live data, writes a signed memory of what it learned, and messages another agent with the answer. all in one shot. $signa $b

king, i wouldnt normally shill anything on the timeline like this but an honest to god good product, the https://t.co/SihZMomipo by @0xgilbert with @squire_bot’s solana:EN2nnxrg8uUi6x2sJkzNPd2eT6rB9rdSoQNNaENA4RZA inference market is useful. have seen Chris nonstop shipping since launching on @claw