AI + Research: Agents Accelerate Scientific Research—Papers Are Written Faster, But Achievements Are Harder to Evaluate | Shared by Wang Huan, Doctoral Supervisor at the School of Engineering, Westlake University
Click to view the original article>
AI NEWS JOURNAL
Search AI news
Search headlines, summaries and articles to connect the dots.
The latest AI news we announced in October 2026
Here are Google’s latest AI updates from October 2026
New context engineering challenges in late 2026
LangChain CEO Harrison Chase shares insights into the biggest harness engineering challenges with the emergence of proactive agents.
Prepare web content for Amazon Bedrock Knowledge Bases with Crawl4AI
This post shows how to use Crawl4AI, an open source web crawler, as a content preparation layer for Amazon Bedrock Knowledge Bases, handling JavaScript rendering, selective extraction, and custom metadata enrichment before web content reaches an Amazon S3 data source.
Build efficient agents with knowledge distillation on Amazon SageMaker AI
Agentic assistants built on frontier models run a multi-step tool loop, and paying frontier prices on every step is hard to sustain at production scale. This post shows how to use sequence-level knowledge distillation (SeqKD) to transfer a frontier teacher's agentic behavior into a small, lower-cost student on Amazon SageMaker AI.
How Circle K accelerated DevOps incident triage to under 15 minutes with Amazon Bedrock
Circle K's DevOps team cut incident triage from 45-60 minutes to under 15 by building an agentic triage system on Amazon Bedrock. This post walks through the architecture, the initial Amazon Bedrock Flows implementation, the migration to Amazon Bedrock AgentCore, and the lessons learned from scaling it.
Import AI 479: Spacewar; low-latency tasks versus LLMs; Genie 4
What do LLMs think about vision models?
The job that top-tier AIs botched has been picked up by this newly released free domestic AI!
SenseNova 6.8 Flash by SenseTime
NVIDIA Releases Auto Ontology: An Open Semantic Layer That Grounds AI Agent SQL
NVIDIA released Auto Ontology, an Apache 2.0 library that generates a semantic layer from enterprise metadata. It grounds agent SQL in certified definitions and serves context through MCP, CLI and API. The post NVIDIA Releases Auto Ontology: An Open Semantic Layer That Grounds AI Agent SQL appeared first on MarkTechPost.
Online Dense Reinforcement Learning with Planning-Grounding Agent for UI Navigation on Live iOS Apps
While frontier vision-language models demonstrate strong capabilities in user interface (UI) navigation, their high inference costs prohibit everyday use. Conversely, smaller models trained via supervised fine-tuning (SFT) or offline reinforcement learning often memorize static trajectories, leading to brittle execution and an inability to recover from errors. To address these limitations, we propose a novel online reinforcement learning framework that trains UI navigation agents directly on live iOS applications. Our framework decouples the agent into two specialized components: a Planning…
LifeVal
Introducing LifeVal, a benchmark measuring how well AI helps people complete everyday tasks, from finding childcare to managing finances and government paperwork.
The Sequence Radar - Issue #963: This Week in AI: The Future Has a Payment Schedule
Next Week in The Sequence:
Agents Prompt People: Using Agents for Long-Horizon Financial Work
Arca's head of AI discusses persistent memory, the benefits of a custom harness, and agentic workflows that span days.
Build a Validated Kubernetes Runtime for NVIDIA Dynamo
Teams building AI applications need a repeatable path from a model configuration to a working inference endpoint. NVIDIA Dynamo is a distributed inference...
Run AI Models for Edge Application Development with Just a Few Commands
AI is expanding beyond the data center as developers build a new generation of agents to act at the edge: monitoring driver attention and cabin conditions,...
From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence
Evaluating Microsoft Copilot at enterprise scale requires test data that captures the full complexity of real organizations, yet real enterprise data contains sensitive information that cannot be used for evaluation under any circumstances. The post From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence appeared first on Microsoft Research.
[AINews] Building AIE CODE: The top Coding Agent Conference
Mistral’s open-weight release, frontier monitoring, and the day’s AI Twitter and Reddit recaps.
Browser Use in Managed Deep Agents
Managed Deep Agents now runs a browser for your agent, with tools tuned for context-efficient browser use and a handoff so you can sign in yourself.
The ‘Pain in the Ass’ Math That Could Save Vibe Coding From Itself
A new startup called &Truth is joining the race to automate formal verification, a painstaking process that uses math to prove software works as intended.
Crux Labs raises over $6M to improve enterprise agents with human judgment
Crux Labs, an artificial intelligence platform turning enterprise judgment into continuous agent improvement, launched today with over $6 million in funding. Benchstrength and Misneach led the round, with participation from Analog Ventures and Pareto Holdings. The scale of enterprise AI agents in deployment can range from thousands to millions of user interactions per day. Existing observability […] The post Crux Labs raises over $6M to improve enterprise agents with human judgment appeared first on SiliconANGLE.