I honestly don't understand the assumption that there will be continued open weights models. At some point, China will regulate release of Mythos-class models or the companies making open weights models will switch to closed. There will still be open weights, just not frontier.
LLMS
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NvidiaAI showcases snug image and asks about Nemotron Omni
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look at them all snug in there! And let us know what you think of Nemotron Omni.
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Anthropic’s Fable 5 surpasses competitors in visual tasks
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🤖 Anthropic's Claude Fable 5 Outperforms Peers
— Amitav Bhattacharjee (@bamitav) 11 juin 2026
Real tests show #Claude #Fable5 beating Claude Opus 4.8, Gemini 3.1 Pro, and GPT 5.5 on tough visual tasks like 3D hydrodynamics and complex physics. The gap is significant.
Fable 5 is Anthropic's most powerful model open to all… pic.twitter.com/VMf5HPnkuuReal tests show that #Claude #Fable5 beats Claude Opus 4.8, Gemini 3.1 Pro and GPT 5.5 on difficult visual tasks such as 3D hydrodynamics and complex physics. The gap is significant. Fable 5 is the
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Duration of work sessions and cost comparison between Codex and Fable
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It really depends on the duration of your work sessions. I run loops on Codex on average for 5/10 hours. This would be incredibly expensive with Fable.
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Prompt for autonomous Claude Fable with persistent HTML updates
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Claude Fable can run autonomously for days.
— Matt Shumer (@mattshumer_) 11 juin 2026
This is the single highest-leverage prompt I use to stay on top of it:
"Spin up a persistent HTML page. As you work, append clear, timestamped updates with screenshots/media so I can follow along."
Literally a 10x better experience. pic.twitter.com/TKtsIALzxYClaude Fable can run autonomously for days. This is the single highest-leverage prompt I use to stay on top of it: "Spin up a persistent HTML page. As you work, append clear, timestamped updates with screenshots/media so I can follow along." Literally a 10x better experience.
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Prompt and loop prevent Fable 5 token waste
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prompt sets goal, context, boundaries, and verification. loop handles time: effort level, checkpoints, verifier subagents, and stop rules so Fable 5 does not burn 500k to 1M tokens unchecked.
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Redefining MoE routers by power iteration on manifolds
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Redefining Mixture-of-Experts routers with power iteration on manifolds
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Workflow: Fable plans, Codex executes
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Basically, here is my workflow now:
– Fable writes a detailed plan as an md file
– Send this file path to Codex with /goal -
Fable: planner/orchestrator, not direct coding tool
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You should basically never use Fable for coding, but rather use it as a planner/orchestrator. Most advanced models today can implement a specification perfectly, and once done, you can send the job to Fable for
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50+ free open-source AI Agent and RAG apps
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Also check out Hands on AI Engineering! 50+ AI Agent & RAG apps. 100% free and Open source.