Inference

from @AravSrinivas (perplexity CEO): hybrid agentic inference is how we maximise token value per watt per user local model on intel core ultra series 3 -> handles confidential files

working on referral for opengateway, refer and earn credits for inference tokens

wstDIEM fixes this, a novel perpetual compute-backed yield bearing reserve asset supported by: • Tokenized agent launches (@autonomopoly) • Inference entitlement (@AskVenice) • Secondary $DIEM markets (Surplus Intelligence, possibly @AntSeedAI) • Lending markets (@Morpho) • LP farming ops (@Uni

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