We tested Search as Code on deep research (DSQA, BrowseComp, HLE) and wide research benchmarks (WideSearch, WANDR). It matches or beats every competing system across all five.
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Search as Code replaces tool-calling with async search primitives
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The traditional tool-calling approach suffers from high latency, manual control flow, and context pollution. With Search as Code, the model composes search primitives: fanning out queries asynchronously, deduping, filtering, joining, and ranking before results hits its context.
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Perplexity launches Search as Code for AI agents
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Introducing Search as Code, our new search architecture for AI agents. It writes Python that calls our search stack directly, instead of looping through function calls one at a time. Available in the Perplexity Agent API, and now default in Computer. https://
research.perplexity.ai/articles/rethi
nking-search-as-code-generation
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9 Steps to Build AI Agents from Scratch
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How to build AI agents from scratch (9 steps): 1. Purpose & scope 2. I/O schemas 3. System instructions 4. Reasoning + tools 5. Multi-agent orchestration 6. Memory & context 7. Multimodal 8. Structured outputs 9. UI / API Ship agents that do work, not just talk.
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MiniMax M3 live in Atomic Chat — HTML game
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MiniMax M3 is now live inside Atomic Chat 👀
— 🚨 AI News | TestingCatalog (@testingcatalog) 1 juin 2026
Atomic tested M3 on a task to read a hand-drawn napkin sketch, write the game logic, build the UI, and ship a playable HTML platformer in one pass.
All this for $0.028 🤖 https://t.co/KfXqhytXNa pic.twitter.com/RyKjPioVH8MiniMax M3 is now live inside Atomic Chat. Atomic tested M3 on a task to read a hand-drawn napkin sketch, write the game logic, build the UI, and ship a playable HTML platformer in one pass. All this for $0.028.
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Demucs produced at FAIR-Paris by @honualx
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Demucs was produced at FAIR-Paris by @honualx and collaborators.
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Codex working nonstop since 11am, feels like an AI employee
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I launched Codex on a goal at 11am, it's 5pm and it's still working. I've never felt so strongly the feeling of having an AI working for me. Like, it's doing a normal workday right now. I'm working on something else while it…
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Interrupt keynote on sandboxes for safe agent code execution
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.@MukilLoganathan’s Interrupt keynote on Sandboxes. https://t.co/oddQOs0Q6O
— LangChain (@LangChain) 1 juin 2026
In 20 minutes, you’ll learn how to run agent code safely.
Isolated from your runtime, with network controls, persistent state, and snapshot/restore when things go wrong. pic.twitter.com/g2Pvzi824D.
@MukilLoganathan
’s Interrupt keynote on Sandboxes. https://
youtu.be/IIchUA5T3gs In 20 minutes, you’ll learn how to run agent code safely. Isolated from your runtime, with network controls, persistent state, and snapshot/restore when things go wrong. -
Claude Code deletes session traces after a month
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i was today years old when i learned that claude code deletes your session traces after a month
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Cosmos 3 Nano and Super models on Hugging Face with datasets
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6/ Two sizes, both live on Hugging Face right now: Cosmos 3 Nano (8B) — runs on a single workstation GPU for real-time robotics
Cosmos 3 Super (32B) — datacenter-grade, max quality Plus six open datasets and full post-training scripts on GitHub.