Inference

Analyst Argues AI PCs Unnecessary: Cloud Subscriptions Suffice for Most Users

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