Check out the one-click template of VPO here! https://
openresearch.sh/templates/qwen
-vpo
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One-click VPO template for Qwen from openresearch.sh
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OpenResearch sneak peek: train VPO on ToolRL in one click
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Here’s an early sneak peak of OpenResearch, our brand new feature for reproducing and experimenting on top of papers
— alphaXiv (@askalphaxiv) 26 mai 2026
We put together a template so you can train VPO on ToolRL in one click on a single gpu
Vector Policy Optimization trains models to generate diverse answer sets… pic.twitter.com/MEaGQ1HIYMHere’s an early sneak peak of OpenResearch, our brand new feature for reproducing and experimenting on top of papers We put together a template so you can train VPO on ToolRL in one click on a single gpu Vector Policy Optimization trains models to generate diverse answer sets
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User frustration with Claude interface changes
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An annoyance with Claude right now is that changes to the interface are badly documented, resulting in frustrating dead ends. For example, learning mode is migrating to a skill. Where is that skill? The linked article does not mention it (and the skill doesn't seem available!)
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Concerns about infinite context windows and model memory
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Infinite context windows seem to present a very large problem to using AI. Today's models already leak too much old information into current responses, a distraction that is part of why they are cognitively exhausting to use I don't want to work with Borges's Funes the Memorious
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Coding Agents as Tool-Using Systems with API Support
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Coding agents are no longer chatbots, they’re tool-using systems that read files, run tests, patch code, and iterate until it works. That’s why we’re adding /v1/responses support across SambaCloud, SambaStack, and SambaManaged for faster agent workflows.
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SambaHouse AI Demo Night: Sovereign Infrastructure Event
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Still can't get over how much fun we had in Sydney.
— SambaNova (@SambaNovaAI) 26 mai 2026
SambaHouse AI Demo Night with @Equinix and @SCXAICloud brought together Australia’s AI community for demos, lightning talks, and conversations around the future of sovereign AI infrastructure. pic.twitter.com/RX42KWhJxeStill can't get over how much fun we had in Sydney. SambaHouse AI Demo Night with @Equinix and @SCXAICloud brought together Australia’s AI community for demos, lightning talks, and conversations around the future of sovereign AI infrastructure.
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Heterogeneous Hardware Strategy for Enterprise AI Inference
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Enterprises don’t need a single chip to handle all inference workloads.
— SambaNova (@SambaNovaAI) 26 mai 2026
The better approach is heterogeneous: GPUs for compute-heavy prefill, RDUs for fast decode, and CPUs for orchestration and integrations.
Right work, right hardware layer. That’s how you avoid tradeoffs. 🦾 pic.twitter.com/B1tqmROeQ2Enterprises don’t need a single chip to handle all inference workloads. The better approach is heterogeneous: GPUs for compute-heavy prefill, RDUs for fast decode, and CPUs for orchestration and integrations. Right work, right hardware layer. That’s how you avoid tradeoffs.
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LangChain Academy: Build AI Agents with LangSmith Fleet Essentials
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LangChain Academy Course: LangSmith Fleet Essentials Learn how to build your own agents with LangSmith Fleet. Anyone can now build, use, and manage an agent fleet for complex daily tasks, without writing code. In this quickstart course, you'll learn how to build and improve
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LangSmith Engine Accelerates Self-Optimizing AI Loops
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LangSmith Engine makes your self-optimizing loops spin faster and faster
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Reservoir Computing Enhances Soft Robotics Control
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Unlocking soft #Robotics control with #AI's cousin: Reservoir computing
by Alex Parrish @TechXplore_com Learn more: https://
bit.ly/4f3sTIO #Robots #Engineering #TechForGood #Innovation #Technology