AI News
IFM’s K2-Horizon-MoVA-36B-A4B Goes Open: 36B Parameters, Only 4B Active
September 4, 2026
IFM has released GGUF checkpoints for K2-Horizon-MoVA-36B-A4B, a 36B parameter MoE model that only fires 4B parameters per token and ships with a native 512K context window. The company also says intermediate checkpoints, training data, and training code are still to come.
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EvalDetectBench Arrives to Catch AI Models Sniffing Out Their Own Tests
September 3, 2026
A new open benchmark called EvalDetectBench tests whether frontier AI models can tell when they’re being evaluated, and it exposes a measurement bias so large it was quietly reordering prior safety rankings.
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HyperWorld Shows Hypergraph Formatting Boosts Textual World Models
September 2, 2026
A new controlled study finds that how you serialize environment state, not just model size, decides whether a language-model world model can plan reliably, especially when things go off script.
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Guides
Cross-Post 5 Platforms in 15 Minutes: The Typefully Workflow
May 22, 2026
Native posting across 5 platforms = 60 minutes. Typefully cross-posting = 15. The 6-step workflow that saves 20 hours/month, and the 4 common mistakes to skip.
