… The following papers were recommended by the Semantic Scholar API PRAISE: Prefix-Based Rollout Reuse in Agentic Search Training 2026 Train at Moving Edge: Online-Verified Prompt Selection for Efficient RL Training of Large Reasoning Model 2026 Accelerating RL Post-Training Rollouts via System-Integ… …
… AI-generated summary RL post-training of frontier language models is increasingly bottlenecked by autoregressive rollout generation , making rollout acceleration a central systems challenge. …
… The name indicates it is a specialized version of the recently released GPT-5.5, which it called its “smartest and most intuitive to use model yet.” The staggered rollout is part of a growing trend in the AI industry of companies branding their top models too dangerous for public release due to the… …
… Stream-R1 instead reweights the DMD objective along two complementary axes, i.e., Inter-Reliability across rollouts and Intra-Perplexity across spatiotemporal regions, both with a single shared video reward model. …
… We propose three exact old-logit acquisition strategies: snapshot-based version tracking, a dedicated old-logit model, and synchronization via partial rollout interruption, and compare their system trade-offs. …
… AI-generated summary Reinforcement learning with verifiable rewards RLVR for Large Reasoning Models hinges on baseline estimation for variance reduction , but existing approaches pay a heavy price: PPO requires a policy-model scale critic , while GRPO needs multiple rollouts per prompt to keep its … …
… You can ask questions about your car, and you will get answers tailored to your specific car model because Gemini draws directly from manufacturer-provided owner’s manuals though Google notes that the availability and detail of these insights vary by brand and model . …
Several US federal agencies are taking up Anthropic’s new cybersecurity model to find vulnerabilities, but one is reportedly not getting in on the action: the nation’s central cybersecurity coordinator. …
… Header value Effect enabled Returns a stateless JWT-format token, regardless of where you are in the rollout. disabled Returns a stateful classic opaque token, even if your integration is already included in the rollout. absent Normal rollout behavior i.e., no override . …
… Unfortunately, if you were expecting a stable rollout any day now, that may not happen. …
