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[R] A proxy for info encoding: a high condition number indicates that the unit has learned to selectively amplify & compress information. Through the lens of information theory, it indicates the unit's ability to transform high-entropy, uncertain input into lower-entropy, more predictable output.

You won't lose your job to AI, but to...

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[D] iccv api test.

[D] Applying COCONUT continuous reasoning into a learnt linear layer that produces sampling parameters (temp, top-k, top-p, etc.) for the current token?

[D] ICCV api test

Nanonets

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Nanonets-OCR-s

Task: image-text-to-text

MiniMax

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MiniMax-M1-80k

Task: text-generation

Google

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magenta-realtime

Mistral AI_

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Mistral-Small-3.2-24B-Instruct-2506

Task: image-text-to-text

Menlo Research

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Jan-nano

Task: text-generation

Moonshot AI

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Kimi-VL-A3B-Thinking-2506

Task: image-text-to-text

OmniGen

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OmniGen2

Task: any-to-any

Tencent

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Hunyuan3D-2.1

Task: image-to-3d

DeeJayT

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Wan14BT2VFusioniX

Task: text-to-video

type-challenges

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type-challenges

Collection of TypeScript type challenges with online judge