Deep learning model predicts how fruit flies form cell by cell | Massachusetts Institute of Technology News

During the early stages of development, tissues and organs begin to bloom as thousands of cells move, divide, and grow. A team of MIT engineers has now developed a minute-by-minute method to predict how individual cells will fold, divide, and rearrange themselves during the early stages of fruit fly development. This new method may one…

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Why most enterprise AI coding pilots underperform (hint: it’s not the model)

Gen AI in software engineering goes far beyond autocomplete. The new frontier is agent coding. It’s an AI system that can plan changes, execute changes across multiple steps, and iterate based on feedback. But despite the excitement around “AI agents that code,” most enterprise deployments have underperformed. The limiting factor is no longer the model….

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Ai2’s new Olmo 3.1 expands reinforcement learning training for more powerful inference benchmarks

The Allen Institute for AI (Ai2) recently released what it calls its most powerful yet. No model family yet, Olmo 3. However, the company continued to iterate on the model and extend its reinforcement learning (RL) execution to create Olmo 3.1. The new Olmo 3.1 model focuses on efficiency, transparency, and control for enterprises. Ai2…

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New method improves reliability of statistical inference | Massachusetts Institute of Technology News

Suppose that an environmental scientist is studying whether exposure to air pollution is associated with lower birth weight in a particular county. Since machine learning techniques are particularly good at learning complex relationships, there is the potential to train machine learning models to estimate the magnitude of this association. Standard machine learning techniques are good…

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SEC, DTCC grant approval to tokenize traditional assets

The U.S. Securities and Exchange Commission has granted a much-needed “no-action” letter to a subsidiary of the Depository Trust and Clearing Corporation (DTCC), allowing it to offer new securities market tokenization services. DTCC announced Thursday that its subsidiary, Depository Trust Company (DTC), has been granted permission to launch “a new service to tokenize real-world assets…

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