A hypothesis for efficient multi-agent marketplaces where identity acquisition cost functions as collateral, aligning incentives and filtering adversarial participants through economic proof-of-stake.
A hypothesis on why contiguous memory access matters more than algorithmic cleverness for long-context LLM inference
On modern GPU architectures, a KV-cache compression scheme that selects contiguous positional blocks via cheap centroid routing will outperform a scheme that selects semantically clustered but spatially scattered tokens at equal compression ratios — not because it captures more r...