Let me make your Codex Cli experience better with – Multi-agent delegation
– Enhanced memory
– Better artifacts
– Children AGENTS.md contextualization
– Runtime metrics (optional) Run the command in the screenshot below to get them up and running Let me know how you like it
LLMS
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Improving Codex Cli with multi-agent delegation and memory
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NEMOTRON 3 ULTRA: Open Source Frontier Intelligence Handbook with 1M Context
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NEMOTRON 3 ULTRA IS HERE
MoE – 550B, 55B Active – Base and Instruct in BF16
– NVFP4 Instruct (350GB)
– 1M Context Window
– Supports MTP Spec Decoding This release IS NOT just about the Weights
It's an Opensource Frontier Intelligence Handbook – Training Data (Pre & Post)
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Alpha in being Codex and Claude Code’s tool of choice
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So much alpha right now in being Codex / Claude Code’s tool of choice
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ChatGPT now allows building and publishing web apps, reminiscent of Hypercard.
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build and publish web apps with chatgpt!
— Sam Altman (@sama) 4 juin 2026
i really wish i had this when i was a kid, but i do miss hypercard. https://t.co/6wN6SOiU27build and publish web apps with chatgpt! i really wish i had this when i was a kid, but i do miss hypercard.
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Big upgrade to ChatGPT memory rolling out today
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big upgrade to chatgpt memory rolling out today!
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Using time in agents: obsession fix via system prompt
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Pls do this! Makes agents so much better. They do tend to get a bit obsessed with time if they see it every message or two but a line in the system prompt usually fixes that.
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Gary Marcus claims vindication for neurosymbolic AI in LLMs like Code Interpreter
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did you actually read the paper? or just the title? i said you would need neurosymbolic AI to supplement deep learning – and that is exactly what happened with code interpreter, claude code etc. so i was correct!
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Brex’s $2,000 monthly AI allowance exceeds Uber’s $1,500 per tool
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More generous allowance than Uber then, Brex are allowing $2,000/month, Uber was $1,500 (Though Uber's caps are per-tool and we don't know how many tools they support, if they allow Cursor and Copilot and Claude Code and Codex that's $6,000/month for engineers who use them all)
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Gary Marcus: Claude code builds tools, creating a neurosymbolic system.
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the system as whole uses symbols (eg in the tools); claude code builds those tools in that’s exactly what it means to be a neurosymbolic system, to use symbols tools in addition to neural networks.
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Microsoft shares deep dive into data engineering for frontier AI models
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"MAI-Thinking-1: Building a Hill-Climbing Machine" Microsoft just did something almost no frontier AI lab has done before They shared how they engineered the data behind a frontier-scale model in unusual depth. From data collection and eval decontamination, to data mix