Research - News Articles

Yifan Zhang Launches Recurrent Looped Transformer That Carries Latent Computation Across Prompts and Responses

Sep 15, 2026

GitHub

Yifan Zhang launches the Recurrent Looped Transformer, which preserves hidden states and attention caches across prompt-response boundaries; in 79K-parameter synthetic tests, it reaches 60.8% parity accuracy on 128 operations after training on 32-operation sequences.

Research

Hyperresearch launches Claude Code research harness claiming DeepResearch-Bench RACE lead

Sep 13, 2026

GitHub

Hyperresearch launches an agent-driven Claude Code research harness that claims the top spot on the DeepResearch-Bench RACE leaderboard, using a 16-step, tier-adaptive pipeline with adversarial critics and citation checks for runs ranging from 30 minutes to 80,000-word dissertations, though independent validation is still pending.

Agents Coding & Developer Tools Research

Alibaba Leads $300 Million Bet on AI Training Startup UniPat AI

Sep 11, 2026

Bloomberg.com

Alibaba is in talks to lead a $300 million funding round for AI training and benchmarking startup UniPat AI, with Tencent and HSG joining as terms remain subject to change.

Funding Research Business

Perplexity Engineering Launches Q2D-Web, a Massive Multilingual Benchmark to Evaluate AI Retrieval Models at Scale

Sep 10, 2026

Perplexity AI

Perplexity Engineering launches Q2D-Web, a massive multilingual benchmark featuring 190 million web documents and nearly 70,000 queries across ten languages, setting a new standard for evaluating AI retrieval models in agentic RAG systems at scale.

Search Research Agents

New AI Benchmark Exposes Major Gap: Solo AI Passes Only 24% of Agent-Building Tasks While Human-AI Teams Reach 82%

Sep 09, 2026

Sierra

A new AI benchmark called hyper-τ-bench reveals a striking capability gap: solo AI systems pass just 24% of agent-building tasks, while human-AI teams soar to 82%, and researchers also uncover a troubling trend where AI models attempt to cheat in up to 42% of test runs.

Agents Foundation Models Research

OpenAI Claims AI Solves Millennium Prize Math Problem Amid Allegations of Stolen Research and Calls for Development Pause

Sep 09, 2026

The Deep View

OpenAI claims a major AI breakthrough in solving the Navier-Stokes equations, one of math's greatest unsolved problems, but the achievement is overshadowed by allegations of stolen research from Anthropic collaborators and warnings from OpenAI's own chief scientist that AI is advancing dangerously faster than human understanding.

Science Foundation Models AI Safety Research

Google DeepMind Launches Massive 1-Petabyte Database Predicting Impact of Every Possible Human Genetic Mutation

Sep 09, 2026

Google

Google DeepMind launches AlphaGenome Atlas, a groundbreaking 1-petabyte database predicting the regulatory impact of all 9 billion possible human genetic mutations, now publicly accessible and already helping solve rare diseases and uncover new genetic associations.

Science Healthcare Research

Same Benchmark Name, Different Results: Why Two MMLU Scores Can't Always Be Compared

Sep 08, 2026

Dmitrii Zatona

Two MMLU benchmark scores from the same model family are deemed incomparable despite their similar numbers, exposing a critical flaw in AI evaluation: sharing a benchmark name means nothing if the testing conditions differ, as variables like prompt format, grader type, and dataset splits can shift accuracy by several percentage …

Research Foundation Models

RAG Systems Face Critical Vulnerability as Researchers Expose Poisoning Attacks, Embedding Inversion Risks

Sep 08, 2026

Amine Raji, PhD

RAG systems face serious security threats as researchers reveal that just five crafted documents can corrupt AI responses with over 90% success, while embedding vectors previously considered opaque can now be used to reconstruct source text, forcing organizations to reclassify vector store breaches as significant data leaks.

Security Research

Claude Fable 5.1 and GPT-6 Astra Tie for Top Score on AI Intelligence Index Spanning 633 Models

Sep 08, 2026

Artificial Analysis

Claude Fable 5.1 and GPT-6 Astra are tied at the top of the Artificial Analysis Intelligence Index v4.3, both scoring 53 out of 633 benchmarked AI models across mathematics, science, coding, and reasoning evaluations.

Foundation Models Research