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ClinFusion: a vision-focused multimodal LLM that reads 2D and 3D medical imagesResearchers show public web comments can sneak harmful text into language model training dataAI agents can learn to stop over-reading code: a new method trims wasted effort while keeping edits correctMetacognition in large language models: what the review covers and why it mattersWordVoice gives word-by-word control of speech timing, pitch and loudness for LLM-based text-to-speechLLM-as-a-Verifier: let language models check solutions by using token probabilitiesSimple real‑time monitor flags unsafe LLM outputs by thresholding a verifier signalStudy finds LLMs generate reasonable but narrower research ideas than humansNew method predicts ordered, executable skill plans to help LLM agents solve complex tasksMaking transformers thinner in the middle can save compute and slightly improve language modelingClinFusion: a vision-focused multimodal LLM that reads 2D and 3D medical imagesResearchers show public web comments can sneak harmful text into language model training dataAI agents can learn to stop over-reading code: a new method trims wasted effort while keeping edits correctMetacognition in large language models: what the review covers and why it mattersWordVoice gives word-by-word control of speech timing, pitch and loudness for LLM-based text-to-speechLLM-as-a-Verifier: let language models check solutions by using token probabilitiesSimple real‑time monitor flags unsafe LLM outputs by thresholding a verifier signalStudy finds LLMs generate reasonable but narrower research ideas than humansNew method predicts ordered, executable skill plans to help LLM agents solve complex tasksMaking transformers thinner in the middle can save compute and slightly improve language modeling

Today's Briefing

Friday, July 31, 2026
AllArtificial IntelligenceMachine LearningNatural Language ProcessingComputer VisionRoboticsCryptographyPhysicsMathematics
Artificial IntelligenceFeatured briefing

ClinFusion: a vision-focused multimodal LLM that reads 2D and 3D medical images

This paper introduces ClinFusion, a multimodal large language model (MLLM) designed to understand medical images the way clinicians do. The

July 28, 2026EN2 min read
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Latest Research

Artificial Intelligence
July 17, 2026

Researchers show public web comments can sneak harmful text into language model training data

This paper shows that text placed by outsiders on public websites can sometimes end up in the data used to train large language models (LMs)

EN
2 min read
Artificial Intelligence
July 15, 2026

AI agents can learn to stop over-reading code: a new method trims wasted effort while keeping edits correct

This paper studies a common blind spot in automated coding agents: they often do far more reading and checking than a task truly needs. The

EN
2 min read
Artificial Intelligence
July 14, 2026

Metacognition in large language models: what the review covers and why it matters

This paper reviews what researchers know so far about metacognition in large language models (LLMs). Metacognition means the ability to moni

EN
2 min read
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Natural Language Processing
July 8, 2026

WordVoice gives word-by-word control of speech timing, pitch and loudness for LLM-based text-to-speech

This paper presents WordVoice, a new data and model approach that lets large language model (LLM) based text-to-speech (TTS) systems control

EN
2 min read
Artificial Intelligence
July 7, 2026

LLM-as-a-Verifier: let language models check solutions by using token probabilities

Researchers introduce LLM-as-a-Verifier, a new way to use large language models (LLMs) to decide whether a proposed solution is correct. Ins

EN
2 min read
Artificial Intelligence
July 3, 2026

Simple real‑time monitor flags unsafe LLM outputs by thresholding a verifier signal

Large language models (LLMs) can still produce incorrect or harmful text after training. This paper studies a simple online monitor that wat

EN
2 min read
Artificial Intelligence
July 2, 2026

Study finds LLMs generate reasonable but narrower research ideas than humans

This paper studies how research ideas produced by large language models (LLMs) differ from ideas written by human researchers. Instead of ju

EN
2 min read
Natural Language Processing
July 1, 2026

New method predicts ordered, executable skill plans to help LLM agents solve complex tasks

This paper introduces SkillComposer, a method that helps large language model (LLM) agents pick not just which skills to use but also how ma

EN
2 min read
Natural Language Processing
June 17, 2026

Making transformers thinner in the middle can save compute and slightly improve language modeling

Researchers tested a simple change to transformer language models: let some layers be narrower than others instead of making every layer the

EN
2 min read
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