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Reinforcement Studying Meets Chain-of-Thought: Reworking LLMs into Autonomous Reasoning Brokers

Massive Language Fashions (LLMs) have considerably superior pure language processing (NLP), excelling at textual content technology, translation, and summarization duties. Nonetheless, their means to have interaction in logical reasoning stays a problem. Conventional LLMs, designed to foretell the subsequent phrase, depend on statistical sample recognition relatively than structured reasoning. This limits their means to resolve…

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AI system predicts protein fragments that may bind to or inhibit a goal

All organic perform relies on how completely different proteins work together with one another. Protein-protein interactions facilitate all the pieces from transcribing DNA and controlling cell division to higher-level capabilities in complicated organisms. A lot stays unclear, nevertheless, about how these capabilities are orchestrated on the molecular stage, and the way proteins work together with…

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LLMs Are Not Reasoning—They’re Simply Actually Good at Planning

Massive language fashions (LLMs) like OpenAI’s o3, Google’s Gemini 2.0, and DeepSeek’s R1 have proven exceptional progress in tackling complicated issues, producing human-like textual content, and even writing code with precision. These superior LLMs are sometimes referred as “reasoning fashions” for his or her exceptional skills to research and clear up complicated issues. However do…

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Like human brains, massive language fashions purpose about numerous information in a basic approach

Whereas early language fashions might solely course of textual content, up to date massive language fashions now carry out extremely numerous duties on various kinds of information. For example, LLMs can perceive many languages, generate laptop code, resolve math issues, or reply questions on pictures and audio.    MIT researchers probed the inside workings of LLMs…

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MIT spinout maps the physique’s metabolites to uncover the hidden drivers of illness

Biology isn't easy. As researchers make strides in studying and modifying genes to deal with illness, as an illustration, a rising physique of proof means that the proteins and metabolites surrounding these genes can’t be ignored. The MIT spinout ReviveMed has created a platform for measuring metabolites — merchandise of metabolism like lipids, ldl cholesterol,…

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Mira Murati Launches Considering Machines Lab: The Subsequent Large AI Challenger

One of many brightest minds in synthetic intelligence, Mira Murati, has formally launched her subsequent bold enterprise: Considering Machines Lab. With a handpicked group of elite AI researchers and engineers—together with key figures from OpenAI, Character.ai, and Google DeepMind—Murati is positioning her new firm as the following main participant within the AI revolution, alongside OpenAI,…

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Past Handbook Labeling: How ProVision Enhances Multimodal AI with Automated Information Synthesis

Synthetic Intelligence (AI) has reworked industries, making processes extra clever, quicker, and environment friendly. The information high quality used to coach AI is vital to its success. For this information to be helpful, it have to be labelled precisely, which has historically been executed manually. Handbook labelling, nevertheless, is usually gradual, error-prone, and costly. The…

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