…1 Token consumption benchmark testing based on combination of table indexing and query tools/skills workloads. Cloud LLM based on GLM-5 model available on OpenRouter: https://openrouter.ai/z-ai/glm…
…Those cases were driven by individual enthusiasm and speed rather than institutional pressure.” Zimmerman told me that “errors absolutely do occur,” but that OKA’s process includes human review, requires translators to…
…there are preference pairs (from humans, an LLM judge, or rule-based verifiers) but no reliable scalar reward. RLVR with GRPO is the right tool when outputs are objectively verifiable and there…
…This involves providing links to GitHub repositories, local code files, uploaded Figma files, folders with fonts, logos, and other assets, and text notes to guide the underlying LLM. MORE CONTEXT Anthropic won…
…But if user activity moves away from search to AI-driven LLMs, what then? Varma said that they're keeping their options open -- providing a choice for users also equates to choices…
…It now becomes how many TPS/$/W you can generate for a given "goodput." Goodput can mean a lot of things, but in the case of LLM inference, it usually refers to…
…LLM) Layer 1: The frontend Multi-protocol support Agent harnesses are increasingly adopting v1/responses and v1/messages over v1/chat/completions to cleanly handle new patterns including interleaved thinking and tool…
…Related I added one tool to my local LLM setup, and it finally stopped making things up It finally knows what it's talking about
…Still, it's not fun to get locked out of the $200-a-month Claude or $250-a-month Google AI account you've been actively using for OpenClaw and other tools…
…Preparing the next generation of semiconductor engineers to collaborate with AI-driven design tools is essential, ensuring they can leverage these technologies in innovative ways. AI’s learning capabilities are another major…