Technical Report http://
intology.ai/blog/zochi-tec
h-report
… Siege Multi Turn Jailbreak http://
alphaxiv.org/abs/2503.10619 Compositional Subspace Representation Fine tuning http://
alphaxiv.org/abs/2503.10617
MACHINE LEARNING
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Technical Advances in AI Safety and Model Fine-tuning Methods
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Zochi AI Scientist Publishes Accepted Papers at ICLR 2025
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@IntologyAI releases Zochi, an Artificial Scientist that produced multiple accepted papers at ICLR 2025 workshops, presenting state-of-the-art results! Zochi discovers novel methods in diverse domains, from parameter-efficient tuning & jailbreaking to computational biology.
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Meta’s UKDSL Research Improves Ad Ranking with Unlabeled Data
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New ads ranking research from Meta researchers. Compared to prior work, UKDSL can enable models to learn from a much larger set of unlabeled data, improving performance while being computationally efficient https://
go.fb.me/xrl0ja -
Efficient FFmpeg Wrapper for PyTorch Video Processing
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it's a "proper" efficient wrapper around ffmpeg for PyTorch, using some of ffmpeg's fast seeking and read-ahead APIs correctly, as well as using memory buffers correctly, avoiding allocs and copies.
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PyTorch Releases torchcodec: Fast Open-Source Video Decoding Library
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A few months ago we quietly open-sourced a @PyTorch video decoding library called torchcodec — small, nimble, fast.
The @LeRobotHF folks had some nice things to say about it. -

Mistral AI Releases Mistral Small 3.1 with Improved Performance Metrics
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BREAKING : Mistral AI released Mistral Small 3.1 with a better performance at multiple metrics. Apache 2.0, 81% MMLU, 150 tokens/s
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AI Scientist Generates First Peer-Reviewed Scientific Publication
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Sakana AI https://
buff.ly/G67sbv9
The AI Scientist Generates its First Peer-Reviewed Scientific Publication #AI #MachineLearning #DeepLearning #LLMs #DataScience -

AI/ML Reduces False Positives in Anti-Money Laundering Detection
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Investigators are overwhelmed by false positives. 38% of anti-money laundering leaders say AI/ML is the key to cutting through the noise. Could AI/ML help your team focus on real threats? You can find out here: http://
2.sas.com/60160nLsG -
BriLL M0.5: New Model with Code and Paper Available
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Paper: https://arxiv.org/abs/2503.11299
Code: https://github.com/brillm05/BriLL
M0.5
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Model: