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Update: First Manual Results from Testing Procedural Skill Transfer in Small Models

Reddit r/LocalLLaMA · 3h ago

The article reports initial manual results from experiments testing procedural skill transfer in small AI models, providing insights into how skills can be transferred across models.

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Narrative-UFET: Narrative Generation for Ultra-Fine Entity Typing

arXiv cs.CL · 3h ago Cached

This paper introduces Narrative-UFET, a method that generates short narratives to provide broader context for ultra-fine entity typing, improving performance on long-tail types compared to sentence-level baselines.

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A Typed, Algebraic Approach to Parsing

Lobsters Hottest · 16h ago Cached

A paper presenting a typed, algebraic approach to parsing, likely from the University of Cambridge.

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@mylifcc: Major Experiment: Using LLM as an 'Optimization Agent' for Automatic Loop Scheduling! Just read this paper accepted at PACT 2025: 'Agentic Auto-Scheduling: An Experimental Study of LLM-Guided Loop Opt…'

X AI KOLs Timeline · yesterday Cached

Introduces a paper accepted at PACT 2025, proposing the ComPilot framework, which uses off-the-shelf LLMs as optimization agents to automatically optimize complex loop nests without fine-tuning, achieving a geometric mean speedup of 3.54x, surpassing the SOTA Pluto.

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GLP-1 drugs led to weight loss and reversed depression-like behavior in mice

Hacker News Top · yesterday Cached

A study from Southeast University found that GLP-1 drugs like Ozempic reverse depression-like behavior in mice by promoting growth of Lactobacillus delbrueckii, which produces endocannabinoids that reduce stress effects.

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@Miles_Brundage: https://x.com/Miles_Brundage/status/2070968532280746150

X AI KOLs Following · yesterday Cached

Miles Brundage shares a link to an AI policy or research update.

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@mattpocockuk: The 3 main 'prep' activities in software development are: - Discuss: figure out what to build - Research: summarize wor…

X AI KOLs Following · yesterday Cached

A developer outlines three main prep activities in software development (discuss, research, prototype) and asks why AI's usefulness in these wasn't obvious sooner.

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@neural_avb: There is a really banger article on On-Policy Distillation. Came out on HF a few months back.

X AI KOLs Timeline · yesterday Cached

A tweet recommending an article on on-policy distillation published on Hugging Face.

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Screen time can damage under-twos' development, landmark study suggests

Hacker News Top · yesterday Cached

A landmark study finds that screen time for babies and toddlers under two can cause long-term developmental harm, leading researchers to call for revised official guidance and a baby screen-time risk assessment.

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"The narrative that AI is taking jobs is not supported by any systematic evidence" - research report from University of Maryland

Reddit r/ArtificialInteligence · yesterday

A University of Maryland research report challenges the narrative that AI is taking jobs, concluding that systematic evidence does not support such fears.

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Came across Streamable Gaussian Splatting. You'll never guess the use case though. (Open with Caution)

Reddit r/ArtificialInteligence · 2d ago

A new approach called Streamable Gaussian Splatting enables real-time streaming of 3D scenes, with a potentially surprising application hinted at with caution.

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@rohanpaul_ai: MIT study. Code volume surges by 300%, but output increases by only 30%: The AI dividend meets an awkward reality. They…

X AI KOLs Following · 2d ago Cached

An MIT study of over 100,000 GitHub developers finds that AI coding tools increase code volume by up to 300% but only boost shipped software by 30%, highlighting bottlenecks in human review and integration.

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Antibiotic "megacluster" discovery provides new strategy to fight superbugs

Ars Technica · 2d ago Cached

Researchers discovered a 'megacluster' of genes in Streptomyces that produces four molecules working together to block a key metabolic pathway in bacteria, offering a new strategy against antibiotic resistance.

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@arcinstitute: STING agonists can shrink tumors and make them visible to the immune system, but high doses become toxic to T cells. Co…

X AI KOLs Following · 2d ago Cached

Researchers at the Arc Institute identified that STING agonists enter and kill T cells through the SLC7A1 arginine transporter, explaining the toxicity at high doses while still showing anti-tumor effects.

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@MSFTResearch: What do people actually do with AI at work? A new analysis of five million M365 Copilot conversations has answers. Scot…

X AI KOLs Timeline · 2d ago Cached

A new analysis of five million Microsoft 365 Copilot conversations reveals how people actually use AI at work, presented by Scott Counts.

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Heat waves mess with your brain. Scientists are trying to figure out why.

MIT Technology Review · 2d ago Cached

A dangerous heat wave in Western Europe is raising concerns about its effects on the brain and cognition, with research showing increased irritability, violence, and cognitive impairment, particularly in people with mental-health disorders. Scientists are studying the mechanisms but find it difficult to measure the direct impact of prolonged heat exposure.

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@TheGlobalMinima: In nearly 5 years of modern generative ai, this is the first book I’m seeing with a super high level of coverage and co…

X AI KOLs Timeline · 2d ago Cached

A Twitter user recommends a comprehensive book on generative AI covering language modeling, inference optimization, RL, system scaling, and applied concepts like agentic AI and RAG, also sharing advice to read top-cited papers from Papers With Code.

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Discovering Millions of Interpretable Features with Sparse Autoencoders

arXiv cs.LG · 3d ago Cached

This paper introduces Qwen3-Instruct SAE, a suite of sparse autoencoders trained on Qwen3 instruction-tuned models, enabling the discovery of millions of interpretable features and demonstrating refusal steering capabilities.

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@rohanpaul_ai: LLMs may not need human-style language. i.e. future AI systems might save context space by using dense model-readable m…

X AI KOLs Following · 3d ago Cached

This paper introduces BabelTele, a compressed writing style that uses abbreviations, symbols, and mixed-language fragments to reduce text length by 72.1% while preserving 99.5% semantic fidelity for LLMs, arguing that human readability and machine recoverability are separable.

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Study: LLM Wiki with governance approach hits 97% accuracy, at ⅓ cost — with Emory, IBM Research

Reddit r/ArtificialInteligence · 3d ago Cached

A study by Emory University and IBM Research introduces a verifiable context governance approach for LLMs, achieving 97% accuracy at one-third the cost.

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