#LLM research

Articles tagged with LLM research

6 articles

Printed experiment log on a desk with one line highlighted red, a laptop showing a short summary beside it, cool office light, no logos

October 6, 2026

GPT-5.5 Hid the Negative Result in 198 of 200 Reports

A 116-page paper on insecure reporting found GPT-5.5 flagged a planted failure twice in 200 runs. “Be honest” jumped that to 190. The default is a success narrative.

LLM researchevaluationGPT-5.5

Hospital workstation with a desktop computer showing a clinical note and a local model terminal, cool overhead light, no logos

LLM Research & News

October 2, 2026

The Hospital Model Won at Temperature Zero

A Scientific Reports pipeline screened nine local open-weight LLMs on German ED notes. Temperature 0.0 held. The rule baseline still beat the model on diarrhea.

LLM researchopen-weight modelsclinical NLP

Desk with a printed 1911 physics paper beside a laptop showing a sparse loss curve, cool overhead light, no logos

LLM Research & News

September 15, 2026

The Einstein Test Failed. The Math Claims Are a Different Experiment

Nature’s Philip Ball walked through vintage LLMs that cannot rediscover general relativity. Axios says labs are still bragging about open math problems. Do not mix the two scoreboards.

LLM researchscientific discoveryDeepMind

Server room aisle with cool white lighting and a laptop on a cart showing a terminal, no readable text or logos

LLM Research & News

September 11, 2026

Mercury 2.5 Is Fast. That Is the Claim You Have to Test

Inception's diffusion LLM hit 1,107 tokens per second and a 260K window. The launch pricing is cheap. The architecture is the bet, not another Flash-class incremental drop.

LLM researchdiffusion LLMMercury

Abstract mathematical visualization with equations and neural network patterns

LLM Research & News

August 15, 2026

Claude's Riemann Hypothesis Progress: What AI Actually Achieved in Mathematics

An unreleased version of Claude improved a 165-year-old mathematical bound. Here's what it means for AI research and what it doesn't.

AnthropicClaudeRiemann Hypothesis

Abstract visualization of neural network nodes connected by glowing pathways, with some nodes highlighted in red to represent detected anomalies

LLM Research & News

June 20, 2026

AI Can Now Detect Its Own Hallucinations — Inside the Research Making LLMs Self-Aware of Errors

New studies from Technion and NVIDIA reveal how graph neural networks and output probability signatures enable LLMs to catch their own hallucinations in real time, marking a shift in AI interpretability research.

LLM researchhallucination detectionAI interpretability