Scaling Thermodynamic AI With Backprop and Gibbs Sampling
How Ising-based thermodynamic computing may scale training, with focus on sampling costs and hardware limits.
How Ising-based thermodynamic computing may scale training, with focus on sampling costs and hardware limits.
Examines how stale rollouts and learning rates affect stability in asynchronous RLHF, with practical signals like staleness and ESS.
A curated link roundup from recently collected official updates and tech news.
Model value now depends on performance, quotas, throughput, and pricing, not benchmark scores alone.
Public-sector AI disclosures can look compliant yet fail users if they lack meaningful, actionable information.
A curated link roundup from recently collected official updates and tech news.
Anthropic's Claude Science emphasizes integrating tools, data, compute, and review into one scientific workflow.
A look at Apple’s reported early security patch rollout and why patch timing matters more in an AI-driven threat environment.
A curated link roundup from recently collected official updates and tech news.
A look at using LLMs for single- and multi-truth data fusion, with implications for RAG, memory, and data quality.
A curated link roundup from recently collected official updates and tech news.
A study on filtering infeasible motion attempts in cluttered scenes using point-cloud predictors before sampling-based planning.
A curated link roundup from recently collected official updates and tech news.
A curated link roundup from recently collected official updates and tech news.
A 2026 arXiv paper proposes randomized repeated calls to stabilize black-box AI, with tradeoffs in cost and sigma range.
A curated link roundup from recently collected official updates and tech news.
A curated link roundup from recently collected official updates and tech news.
Chinchilla and Pile suggest LLM performance may depend more on data scale, quality, and curation than model size alone.
A curated link roundup from recently collected official updates and tech news.
Examines the Anthropic-U.S. government conflict through AI safety, deployment control, and national security.
A New York pilot trades free cleaning and cooking for household data, raising robotics training and privacy concerns.
A curated link roundup from recently collected official updates and tech news.
A curated link roundup from recently collected official updates and tech news.
A study showing domain-specific composite tools improved correctness and cut token use in optical network ReAct agents.