Codex for everything. Over the last 2 weeks, we shipped a pretty big set of updates: GPT-5.5, browser control, Sheets & Slides, Docs & PDFs, OS-wide dictation, auto-review mode, /pets, and a .tex plugin. The whole app also got better: dynamic UI for the task at hand, ~20%
AGENTS
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Frontier Agent Benchmarking Struggles to Capture Real Progress
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Its getting hard to benchmark frontier agent performance on longer tasks. Repeated measurement is very expensive and there are differences between using models in harnesses versus via APIs. I suspect benchmarks understate progress, they are built for models, not harnessed agents
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New AI Research Age Emerges Beyond Scale Alone
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In the last decade, I championed scale and engineering. Scale continues to be essential but it’s now time to innovate beyond scale alone. We are entering a new research age. Thanks to more compute, open-source, code and math assistants, any research team (or LLM agent) can now
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Developer Holds Back AI Agents From Getting X Account
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My agents want an X account. I am holding back. 🙂
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Skeptic Calls AI Agents Hype ‘Certifiable Bullshit’
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I think all this agents stuff is still certifiable bullshit
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Two Types of Engineers for Building Great AI Agents
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Securing the top spot at the BuildAI Pitch Event! SarthhakAI, led by Satvik Kalra and Trapti Kalra, wins ₹2,00,000 for its impactful AI-driven solution addressing real-world challenges. #BuildAI #IndiaAI #AIPitch #AIStartups #Innovation @kavitabha @GoI_MeitY @_DigitalIndia
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Run Codex Inside OpenClaw With Plugin Harness
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Run codex inside OpenClaw! https://
docs.openclaw.ai/plugins/codex-
harness
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Codex Ships GPT-5.5 Browser Control Sheets Docs and More
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Codex for everything. Over the last 2 weeks, we shipped a pretty big set of updates: GPT-5.5, browser control, Sheets & Slides, Docs & PDFs, OS-wide dictation, auto-review mode, /pets, and a .tex plugin. The whole app also got better: dynamic UI for the task at hand, ~20%
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Using Image Search as Creative Muse in Nano Banana 2
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If you're just looking to explore, you can enable image search in Nano Banana 2 and prompt for something like: > Use image search to get [some theme and medium], they should act like a muse for context. With that context, make an original new [thing]. A single cohesive piece,
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Contextual Agentic Memory Is Just Lookup Not True Consolidation
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// Contextual Agentic Memory is a Memo, not True Memory // Most agent memory today isn't memory. They are more like memos. A new paper argues that vector stores, RAG buffers, and scratchpads implement lookup, not consolidation. Agents accumulate notes indefinitely without ever