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scientific workflow

3 articles · Page 1 of 1
Machine Heart
Machine Heart
Jul 1, 2026 · Artificial Intelligence

From QA to Experiments: How SciAgentGym Puts LLMs into Real Scientific Workflows

SciAgentGym introduces a type‑safe, reproducible, and extensible environment for evaluating large language model agents on multi‑step scientific tool use, revealing that while tool integration raises overall success rates, performance drops sharply on long‑chain tasks, and that training on executable trajectories (SciForge) can substantially improve results.

AILLMSciAgentGym
0 likes · 11 min read
From QA to Experiments: How SciAgentGym Puts LLMs into Real Scientific Workflows
Data Party THU
Data Party THU
Apr 24, 2026 · Artificial Intelligence

OpenAI Unveils GPT‑Rosalind: A New AI Model for Accelerating Life‑Science Research

OpenAI introduced GPT‑Rosalind, a purpose‑built reasoning model for biology, drug discovery and translational medicine that streamlines evidence synthesis, hypothesis generation and experiment planning, and demonstrates leading performance on benchmarks such as BixBench and LABBench2 while offering free plugins that connect to over fifty scientific tools and data sources.

BenchmarkingBixBenchGPT-Rosalind
0 likes · 8 min read
OpenAI Unveils GPT‑Rosalind: A New AI Model for Accelerating Life‑Science Research
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Mar 26, 2026 · Artificial Intelligence

Harvard Physicist Uses Claude 4.5 to Write a Top‑Journal QCD Paper in Two Weeks

Harvard quantum‑field‑theory professor Matthew Schwartz trained Anthropic's Claude 4.5 as a G2‑level research assistant to solve a C‑parameter Sudakov‑shoulder resummation problem, and in just two weeks the model produced a 20‑page LaTeX draft, iterated 110 versions, consumed 36 million tokens, but required intensive human verification due to occasional fabricated results.

AI research automationAnthropicClaude 4.5
0 likes · 14 min read
Harvard Physicist Uses Claude 4.5 to Write a Top‑Journal QCD Paper in Two Weeks