The post frames this as Grok taking over but the benchmark is one specific slice of agentic performance. Useful signal, not the whole picture.
AGENTS
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OpenAI’s Multi-Agent Orchestration Strategy Signals Internal Doubts
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OpenAI investing in a startup exclusively for multi-agent orchestration while building their own tells you they're not confident they can own that layer internally. That's worth watching.
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OpenReward: Featured Environments of the Week
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🌍 Environments of the Week It's been a week since we launched @OpenReward. Here are some of our favourite environments this week – some newly added, some heavily used, and some hidden gems. First, the most used environment of the week is EndlessTerminals by @gandhikanishk with 830k+ tool calls. openreward.ai/kanishk/EndlessTerminals 🧵 [Translated from EN to English]
→ View original post on X — @nathanbenaich, 2026-03-31 11:24 UTC
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Rare skill: redesigning workflows with AI agents
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Someone who can walk into a legal team or a finance department, understand how work actually moves, and redesign it around agents is a genuinely rare skill set. That person doesn't exist in most org charts yet.
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Claude Code Source Leaked Unintentionally by Anthropic
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CLAUDE CODE OPEN SOURCE! …but unintentional. It seems that those at Anthropic have had a file leak that has allowed the recovery of the source code (with the code, prompts, everything!) of Claude Code There are some interesting gems
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Multi-model routing for deep research systems
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Multi-model for deep research makes sense. Curious how it picks which model for what, or if users control the routing.
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Top AI Stories: Sora, Claude, Perplexity, and Stanford Research
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Top stories in AI today: – Inside Sora's $1M-a-day collapse at OpenAI
– Microsoft pits Claude against ChatGPT for research
– Build a travel itinerary with Perplexity Computer
– Stanford exposes AI's people-pleasing problem
– 4 new AI tools, community workflows, and more -
Agent Economics: Ownership and Reputation Rights
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Agents as economic actors is the inevitable next step. The question is who owns the agent's output and reputation.
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AI Review Bots Superior to Human Security Review
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this customer got notified 45 mins after attack, 1.5 hours before announcement of the attack. Generalist coding agent is also a better security reviewer than you! there is basically 0 reason not to have a Review bot enabled for all the things. it’s not just a security thing,
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Scaling Speed and Trust: AI Governance in the Modern Era
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How do we build systems where speed and trust can scale together?
— Helen Yu (@YuHelenYu) 31 mars 2026
I explored this with @MichaelLeland, field CTO of #island at RSA and it’s the challenge of the AI era.
AI is now an actor. Fast, boundaryless, and creating risks most orgs don’t yet see (hello, shadow AI +… pic.twitter.com/1WfASpKGtKHow do we build systems where speed and trust can scale together? I explored this with @MichaelLeland, field CTO of #island at RSA and it’s the challenge of the AI era. AI is now an actor. Fast, boundaryless, and creating risks most orgs don’t yet see (hello, shadow AI + agents). We unpack: • AI governance where work happens • “No” → “Yes, but” security • AI-first architecture 👉 Watch: piped.video/GT5M1CQ4J54 Check out demos of Island's new AI products here: island.io/ai/?utm_medium=pai… #RSAC #Cybersecurity #AI #Governance #IslandPartner #RiskManagement
→ View original post on X — @yuhelenyu, 2026-03-31 06:34 UTC