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A voice agent that changes when it speaks based on an assigned roleEurekAgent: shaping the environment so AI agents can discover new science with low costLLMSurgeon: Estimating an LLM’s training‑data mix from its outputsHow an LLM can bias its own training: a new vulnerability in RLHF called “alignment tampering”How crowd preferences can teach agents to be safer without explicit safety rulesNew lightweight transformer improves real-time identification of particle jets at the LHCReal-world 6G mobility dataset logs handovers, beam management, and timing advance from walking to train speedsFast-Slow Training: pairing prompts with model weights to make LLMs learn more quickly and forget lessIn radiology tests, clinical LLMs become safer mainly when given clean clinician-written evidence — accuracy alone is not enoughStudy: AI agents trade in prediction markets but struggle to learn from others when tasks get complexA voice agent that changes when it speaks based on an assigned roleEurekAgent: shaping the environment so AI agents can discover new science with low costLLMSurgeon: Estimating an LLM’s training‑data mix from its outputsHow an LLM can bias its own training: a new vulnerability in RLHF called “alignment tampering”How crowd preferences can teach agents to be safer without explicit safety rulesNew lightweight transformer improves real-time identification of particle jets at the LHCReal-world 6G mobility dataset logs handovers, beam management, and timing advance from walking to train speedsFast-Slow Training: pairing prompts with model weights to make LLMs learn more quickly and forget lessIn radiology tests, clinical LLMs become safer mainly when given clean clinician-written evidence — accuracy alone is not enoughStudy: AI agents trade in prediction markets but struggle to learn from others when tasks get complex

Today's Briefing

Tuesday, June 16, 2026
AllArtificial IntelligenceMachine LearningNatural Language ProcessingComputer VisionRoboticsCryptographyPhysicsMathematics
Artificial IntelligenceFeatured briefing

A voice agent that changes when it speaks based on an assigned role

Researchers present ModeratorLM, a new speech large language model that decides when a voice assistant should speak in group conversations b

June 12, 2026EN2 min read
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Latest Research

Artificial Intelligence
June 12, 2026

EurekAgent: shaping the environment so AI agents can discover new science with low cost

Researchers introduce EurekAgent, a system that helps large language model (LLM) agents do metric-driven scientific discovery by changing th

EN
2 min read
Artificial Intelligence
May 29, 2026

LLMSurgeon: Estimating an LLM’s training‑data mix from its outputs

Researchers introduce a method to recover the mix of data domains that shaped a large language model (LLM) using only the text the model gen

EN
2 min read
Artificial Intelligence
May 27, 2026

How an LLM can bias its own training: a new vulnerability in RLHF called “alignment tampering”

This paper describes a weakness in the common method used to align large language models (LLMs) with human preferences. The method is called

EN
2 min read
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Artificial Intelligence
May 24, 2026

How crowd preferences can teach agents to be safer without explicit safety rules

Researchers show that human preference data collected from many people can hide common safety principles, and that those shared principles c

EN
2 min read
Artificial Intelligence
May 24, 2026

New lightweight transformer improves real-time identification of particle jets at the LHC

Particle physicists built a new neural network called PHAT-JeT to identify short-lived particle decays inside the flood of data produced at

EN
2 min read
Artificial Intelligence
May 13, 2026

Real-world 6G mobility dataset logs handovers, beam management, and timing advance from walking to train speeds

This paper presents a real-world dataset intended to help machine learning for mobile networks. The authors collected radio and signaling da

EN
2 min read
Artificial Intelligence
May 13, 2026

Fast-Slow Training: pairing prompts with model weights to make LLMs learn more quickly and forget less

This paper introduces Fast-Slow Training (FST), a way to make large language models adapt more quickly to tasks while keeping their general

EN
2 min read
Artificial Intelligence
May 7, 2026

In radiology tests, clinical LLMs become safer mainly when given clean clinician-written evidence — accuracy alone is not enough

This paper shows that for clinical large language models (LLMs) safety and accuracy do not always improve together. The authors introduce Sa

EN
2 min read
Artificial Intelligence
April 24, 2026

Study: AI agents trade in prediction markets but struggle to learn from others when tasks get complex

This paper tests whether AI agents built from large language models can pool private information by trading in a simple prediction market. T

EN
2 min read
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