Sakana Fugu Technical Report Instead of training one larger model, Sakana AI trains an orchestrator that reads each query and dynamically routes or composes GPT-5.5, Gemini-3.1-Pro, Claude Opus 4.8 and other agents into query-specific workflows. With Fugu being the fast router,
TECHNOLOGY
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Every enterprise will have its own model-harness-sandbox-eval flywheel
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Every enterprise will have its own model-harness-sandbox-eval flywheel with token value per watt optimization. This is the future. Simple reason: tacit knowledge about the domain and customers and their workflows that the company uniquely understands and has built trust around.
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NVIDIA SOLAR automates speed-of-light performance analysis from PyTorch/JAX
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NEW paper from NVIDIA. (bookmark it) Speed-of-light performance analysis tells you the theoretical floor of a workload, but teams still derive it by hand and freeze it. SOLAR automates the whole thing straight from PyTorch or JAX source. An LLM frontend translates arbitrary
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Open source harness advances depend on model intelligence from few firms
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Lots of advances coming from the open source harness movement (including Moltbook, RAG approaches back in the day, etc.) but they depend on the intelligence of the models created by a small handful of companies & the more intelligent those models, the more others can do with them
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Snorkel AI at aiDotEngineer World’s Fair with booth and events
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We'll be at @aiDotEngineer World's Fair next week! Find us at Booth L-G12 and join us for:
— Snorkel AI (@SnorkelAI) 27 juin 2026
🧋 Side event: Research & Boba with the creators of Agents' Last Exam – June 29, 4:00 PM (10 minutes from the conference)
🎤 Session: How a 4B Model Outsmarted a 235B Giant – June 30, 3:45… pic.twitter.com/0uPiTRl3J6We'll be at @aiDotEngineer World's Fair next week! Find us at Booth L-G12 and join us for: Side event: Research & Boba with the creators of Agents' Last Exam – June 29, 4:00 PM (10 minutes from the conference) Session: How a 4B Model Outsmarted a 235B Giant – June 30, 3:45
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Voice-controlled transforms and blocking out with Unreal MCP
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What if you used the new unreal MCP so a lot of the transforms and blocking out even is doing via voice and you can just tweak it
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Pietflare: A DDOS and probe detector with AI central block list
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I made my own little Cloudflare called Pietflare, it's a DDOS and probe detector with AI and with a central IP / ASN / country block list Each server (VPS) sends suspicious probes, or DDOS attempts etc, from the access logs to the central admin and each server pulls a central
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Change the base model of an LLM in one line
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With any serious LLM library, it takes one line to change the core model.
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AI buildup key to US prosperity, bans worse than tariffs
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Yeah, people don’t realize how much of the recent US prosperity has been tied down to the AI buildup. If these bans and restrictions remain, this could affect the entire economy 100x worse than the tariffs.
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Google adds Collections support to NotebookLM for grouping notebooks
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Google is working on Collections support for NotebookLM. > Users will be able to group multiple notebooks into a single collection.
> Collections will appear in a separate tab in the NotebookLM main menu. Since Notebooks now also function as "projects" in Gemini, this may