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RNNs Cannot Think What Transformers Think Cheaply. ICLR 2026 Proved the Gap Is Exponential.

 Towards AI

For a decade, we asked if RNNs can represent what Transformers represent. We proved they can. We forgot to ask how expensively. That… Continue reading on Towards AI

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I Tested IBM's 8B Granite 4.1 — It Cheated Its Own 32B MoE on All 10 Benchmarks

 Towards AI

A dense 8B model that beats the lab’s previous 32B-A9B hybrid Mamba flagship — on its own scoreboard. I spent ten days running 18 real… Continue reading on Towards AI

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Spec-Driven Development Changed How I Build Software: Why Writing the Spec First Feels Like a…

 Towards AI

I Tried GitHub Spec Kit, and It Made “Vibe Coding” Feel Outdated Continue reading on Towards AI

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