… All that can be said about the evolutionary driver that will move things on is that it has yet to be invented, despite fifty years of looking. The AI industry builds out in gigawatts and charges in tokens. …
… On top of how efficient at churning out tokens Nvidia and AMD's AI accelerators are, InferenceX also tracks inference costs. The closer the Pareto curve gets to the bottom right corner, the better value those tokens are. …
… MORE CONTEXT Contracts are in C++26 despite disagreement over their value Linear moves sideways to agentic AI as CEO declares issue tracking dead JetBrains shifts to agentic dev with Central, retires pair programming Mozilla introduces cq, describing it as 'Stack Overflow for agents' Developers can… …
… GitHub will be adjusting these "to balance reliability and demand," he said. Exceeding a session limit means waiting until the usage window resets before Copilot can be used again. Weekly limits cap the number of tokens a user can consume within a week. …
… I'll keep you posted on progress." MORE CONTEXT Oracle: AI agents can reason, decide and act - liability question remains AI supply chain attacks don't even require malware…just post poisoned documentation GitHub hits CTRL-Z, decides it will train its AI with user data after all Using AI to code do… …
… At the same time, platform teams have to stand up shared AI infrastructure at scale while mantaining high performance, security, and cost controls. The Nutanix Agentic AI solution addresses this new reality with a full-stack cloud operating model for AI factories. …
… The "extra burn rate" is "making a once great service unusable," he said. Another factor is that the large one-million-token context window available on paid plans with the Claude Opus 4.6 or Sonnet 4.6 models increases costs, especially with cache misses. …
… Presumably Auto mode favors models with lower inference costs because Clary said it offered significantly worse performance. …
… AI models can accept a limited amount of input, referred to as context. Measured in tokens, the amount varies by model. …
… Anthropic sells AI service tokens through either subscriptions or its API. …