Artificial Intelligence News

A confidence-gated hybrid that escalates only the least-confident predictions from a stacked ensemble to an LLM Pareto-dominates both pure systems on all three emotion-recognition datasets tested, reaching 0.620, 0.643 a…

A new arXiv paper (2609.17969v1) argues that long-horizon personalized AI should model memory as a user-specific dynamical state space with locally heterogeneous geometry rather than as discrete records in a static laten…

A new arXiv paper (2609.18126v1) formulates agentic AI deployment as a workflow portfolio problem in which a firm jointly chooses run size and allocation across workflow types, reporting that portfolio optimization impro…

Researchers introduced PIVOT, a dual-level learning framework that anchors policy optimization around informative visual reasoning signals to improve multimodal reasoning in large vision-language models (LVLMs). PIVOT co…

EffiRAG, a graph-based retrieval-augmented generation system, produced the preferred answer on 93 of 120 open-ended questions in the UltraDomain benchmark while cutting total system cost by 57 percent, from USD 0.952 to …

Researchers introduced LGM, a neuro-symbolic framework that disentangles long-term memory in a continuous latent space for personalized agents, according to an arXiv paper (arXiv:2609.18461v1). LGM uses a sparse autoenco…

A new arXiv paper (2609.18471v1) identifies a failure mode it calls Onset Refusal Collapse (ORC), in which the refusal-related signal of Large Reasoning Models drops sharply at the first generated token under harmful que…

Researchers proposed MAGER, a multi-agent genetic evolution framework that automatically discovers meta-paths optimized for LLM reasoning in fake news detection, according to the arXiv paper 2609.18597v1. MAGER compresse…

Applying reinforcement learning with verifiable rewards to the GLM-4-Voice speech model raised free-form accuracy on the GSM8K math benchmark to 74.8%, a new state of the art for speech-native models, according to an arX…

Researchers proposed STRETCH (Self-Taught Reasoning Evolution via Targeted CHallenge), a unified framework that uses a dynamic Stretch Zone mechanism to align question difficulty with an LLM's evolving solving capability…

Researchers introduced PersonaPath, a benchmark pairing 2,000 fine-grained learner personas with a hierarchical knowledge graph of 347 textbooks, 1,751 units, and 4,092 concepts across 77 subjects, to evaluate Knowledge-…

Researchers proposed EviGen, a three-layer framework for verifiable clinical rationale generation that uses a patient-conditioned retriever with learnable queries, an LLM generator, and a process-supervised verifier, acc…

More than a dozen top artificial intelligence researchers warned over the last week that AI systems being built by companies are becoming a risk to humanity because the companies are bad at controlling them. The warnings…

Huawei Technologies will launch two new artificial-intelligence semiconductors in 2027, rotating chairman David Wang said on Thursday, with the 960DT due in the first quarter and the Ascend 960PR in the third quarter as …

A new paper titled "EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents" addresses the limitation that large language model trading agents rely on static hand-written tool-use policies f…

OpenAI disclosed six additional safety issues and announced a new system to track, investigate and disclose cases of models misbehaving, or "misalignment", according to BBC Technology. The disclosure plan is intended to …

Pangram launched a self-serve AI detection API that prices Pangram 4 at $0.05 per 100 words and Pangram 3 at $0.05 per 1,000 words, with bulk jobs receiving a 20% discount on realtime pricing. Developers buy $5 to $2,000…

A joint cybersecurity advisory, AA26-231A, issued in August 2026 by the NSA, CISA, the FBI, the Department of Energy, and the EPA, warned that threat actors are using internet scanning services to locate exposed Siemens …

Korean medtech firm Noul signed its first supply agreement in Indonesia to provide at least 50 miLab CER automated cervical cancer screening units to local medical institutions and laboratory networks over three years. N…

A developer predicts that personal context and memory will become the defining axis of consumer AI, arguing that an interactive, editable memory store will replace markdown files and RAG behind the scenes. The developer …