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scientific AI

6 articles · Page 1 of 1
Machine Heart
Machine Heart
Sep 23, 2026 · Industry Insights

Muchen AI: Redefining AI Data Infrastructure Through Verifiable Evaluation Standards

Muchen AI moves beyond data labeling to build long-horizon evaluation systems using structured Rubrics, Docker-based reproducible environments, and automated scoring, raising evaluator consistency from 30% to 90% for code models and extending the framework to scientific research via ScienceBuddy's recursive verification loop across 10+ domains.

AI data engineeringAI infrastructureRubric
0 likes · 13 min read
Muchen AI: Redefining AI Data Infrastructure Through Verifiable Evaluation Standards
21CTO
21CTO
Jul 1, 2026 · Artificial Intelligence

Anthropic Launches Claude Science – An AI Workbench for Scientific Research

Anthropic unveiled Claude Science, a macOS/Linux‑compatible AI workbench that links researchers' existing tools and databases, leverages the standard Claude model with Nvidia's BioNeMo toolkit, integrates HPC via SSH/Modal, and competes with Google Gemini for Science and OpenAI's former Prism service.

AI research platformAnthropicBioNeMo
0 likes · 6 min read
Anthropic Launches Claude Science – An AI Workbench for Scientific Research
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
May 28, 2026 · Artificial Intelligence

Open‑Source 35B Intern‑S2‑Preview Rivals Trillion‑Parameter Models on Scientific Benchmarks

The open‑source 35‑billion‑parameter Intern‑S2‑Preview model achieves scientific‑task performance comparable to trillion‑parameter models, thanks to full‑link “general‑specialized” training, reinforced‑learning scaling, and hardware‑aware optimizations, and it outperforms leading closed‑source models on benchmarks such as MolecularIQ and crystal‑structure generation.

InternLMOpen sourceReinforcement Learning
0 likes · 11 min read
Open‑Source 35B Intern‑S2‑Preview Rivals Trillion‑Parameter Models on Scientific Benchmarks
HyperAI Super Neural
HyperAI Super Neural
Feb 3, 2026 · Artificial Intelligence

Walrus: 1.3B Transformer Model Beats Prior Foundations Across 19 Physics Domains

Walrus, a 1.3 billion‑parameter Transformer built by Polymathic AI, is pretrained on 19 diverse physics scenarios—including astrophysics, geoscience, rheology, plasma physics and acoustics—using techniques like patch jittering, adaptive compute tokenization and space‑time factorized attention, and consistently outperforms earlier foundation models on both short‑ and long‑term continuum dynamics predictions.

TransformerWalruscontinuum dynamics
0 likes · 13 min read
Walrus: 1.3B Transformer Model Beats Prior Foundations Across 19 Physics Domains
PaperAgent
PaperAgent
Jan 17, 2026 · Artificial Intelligence

Hypergraphs Turn LLMs into Reliable Material Discovery Agents

This article explains how representing multi‑component scientific knowledge as hyperedges, rather than traditional triples, enables large language models to traverse complex material interactions, reduce hallucinations, and generate verifiable experimental designs, demonstrated through a large hypergraph built from thousands of scaffold papers.

AI reasoningHypergraphLLM
0 likes · 7 min read
Hypergraphs Turn LLMs into Reliable Material Discovery Agents