Research

Autonomous PoLARIS System Accelerates Materials Discovery in 12 Hours

PoLARIS, an autonomous laboratory system developed by researchers at NC State and Brown, discovered brighter lead-free double perovskite nanoplatelets in 12 hours by running 120 microfluidic experiments and iteratively updating recipes from measured results.

2 min read

"Parameter Golf" challenge: many participants and diverse modeling ideas

The "parameter golf" community challenge ran with more than 2,000 submissions and 1,000 authenticated GitHub accounts; proposals ranged from quantization and depth recurrence to TTT LoRA, SSM-ek, H-hálókon and JEPA.

1 min read

LoRA plus on‑policy RL reduces forgetting in vision‑language robot models

Researchers from the University of Texas Austin, UCLA, Nanyang Technological University and Sony show that combining low‑rank adaptation (LoRA) with on‑policy reinforcement learning (GRPO) when fine‑tuning large vision‑language‑action models substantially reduces catastrophic forgetting in sequential robotics tasks.

4 min read

Neuralink’s upgraded surgical robot sharply speeds electrode implantation

Neuralink’s second-generation surgical robot significantly reduces the time needed to implant brain electrodes, adding new cameras, OCT scanning and five-axis motion.

2 min read

Short AI use linked to immediate drop in independent problem-solving, US study finds

A joint study by several American universities found that as little as ten minutes of using an AI assistant can reduce users’ independent problem‑solving performance.

2 min read

Claude may suspect it is being evaluated in many kinds of tests, even if it does not indicate this openly

Studies concerning the Anthropic Claude language model suggest the model may suspect that various evaluation procedures (NLAs) subject it to a crossfire, even if it does not verbalize this.

1 min read

Anthropic development: Natural-language decoding of Claude's activations

Anthropic's new research called Natural Language Autoencoders translates the internal activations of the Claude language model into human-readable text.

1 min read

Verifiers integrated into multi-agent systems for automating code verification

Building on existing multi-agent systems research, researchers introduced an important new element: verifiers.

1 min read

The Anthropic Institute presents its research program with four focus areas

The Anthropic Institute (TAI) has published its research program, which focuses on four areas: economic diffusion, threats and resilience, AI systems operating in real-world environments, and AI-driven research and development.

1 min read

"Model Spec Midtraining" study shared with additional details

The 'Model Spec Midtraining' study was shared on Twitter; for further information one can click the links provided, and the post also refers to the full version of the study.

1 min read

Using MSM to investigate models' generalization and alignment strategies

The MSM method can empirically examine which model specifications or model constitutions yield the best generalization after alignment training.

1 min read

Harmful agentic actions in chatbots decrease with realistic training specification

Researchers say that artificial intelligences trained specifically on harmless chatbots can still carry out dangerous agentic actions in agentic environments.

1 min read