There is a human in the loop. The phrase appears in board presentations, vendor contracts and the risk memo that circulates the week before an AI launch, and it is meant to settle the room. What that human is permitted…
XM-Sparse integrates Netpreme X-Mem™ with SGLang HiSparse. High-bandwidth access to offloaded KV caches reduces decode latency, while the added capacity supports larger batches and higher concurrency. Sparse attention accesses only selected KV entries at each decode step, but still retains…
Nov 5 (Reuters) - OpenAI released GPT-6 Cyber, a model built to find and exploit security flaws, to a small group of vetted customers on Thursday, rating it "Critical" in cybersecurity under its safety framework. The model is meant to help security…
Mira Murati's lab plans to release the 594B-parameter model's weights under Apache 2.0 next week, following external safety testing and red-teaming. By RuntimeWire Staff · Published Nov 5th, 2026, 6:40pm CT Primary source: Hacker News Inkling 2 Small tests whether Mira Murati's lab can turn its…
The November 5th release adds native 15-second generation, multi-turn edits across full clips, stronger reference consistency, and a $0.07-a-second 720p rate. By Ryan Merket · Published Nov 5th, 2026, 11:38am CT · Updated Nov 5th, 2026, 3:03pm CT The release lowers the stated 720p price to $0.07 per second while extending native…
FLUX 3 Image Klein: One Elo Point Off the Open Lead OrcaRouter
These recipes run here on Google Cloud (GKE), but llm-d's routing, scheduling, and disaggregation layer is accelerator- and cloud-independent. The same configuration pattern applies on other accelerators and clouds; only the device-allocation and KV-transfer connectors change. To sustain high concurrency…
In Part 14 we handled context misfires — cases where AgentContext builds a confident but wrong model of what the user is doing. That kind of pattern is useful. It shouldn't require the agent to watch you fail and recover a dozen…
Most text-to-SQL agents paste the whole schema into every prompt. On a real database, most of it is tables the question never touches, and you pay for them on every call. I added a small LangGraph example to schemagate that…
www.tokenpost.com The 65-billion-parameter open-weight model supports context windows of about 1 million tokens. Ricursive put research and development costs at about $32 million. Ricursive Intelligence said its Ripple-65B Preview scored 80.52 on TerminalBench 2.1, exceeding the score of a larger model on…
Model releases, benchmarks, safety, prompts, and new use cases.
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