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"The agent kept “working” for more than an hour at a time without ever reaching a solution. Worse, instead of fixing the bug, it started introducing regressions and damaging the project, at one point even deleting a critical file like storage."

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Humans do not truly understand.

There are 32 different ways AI can go rogue, scientists say — from hallucinating answers to a complete misalignment with humanity. New research has created the first comprehensive effort to categorize all the ways AI can go wrong, with many of those behaviors resembling human psychiatric disorders.

[R] Uni-CoT: A Unified CoT Framework that Integrates Text+Image reasoning!

Tencent

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SRPO

Task: text-to-image

OpenBMB

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VoxCPM-0.5B

Task: text-to-speech

Google

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vaultgemma-1b

Task: text-generation

Alibaba-NLP

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Tongyi-DeepResearch-30B-A3B

bytedance-research

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HuMo

Task: image-to-video

inclusionAI

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Ring-mini-2.0

Task: text-generation

Microsoft

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VibeVoice-1.5B

Task: text-to-speech

Tencent

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HunyuanImage-2.1

Task: text-to-image

inclusionAI

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Ling-flash-2.0

Task: text-generation

huggingface

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transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

coqui-ai

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TTS

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

roboflow

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notebooks

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM 2, Florence-2, PaliGemma 2, and Qwen2.5VL.

openai

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openai-cookbook

Examples and guides for using the OpenAI API

microsoft

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qlib

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

microsoft

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onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

google-deepmind

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mujoco

Multi-Joint dynamics with Contact. A general purpose physics simulator.

deepinsight

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insightface

State-of-the-art 2D and 3D Face Analysis Project

cvat-ai

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cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.