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Artificial intelligence

Trial

Techniques

A field of computer systems that perform tasks associated with human intelligence.

Why it's here

Placed in Trial: 97 article(s) of evidence from 9 source(s), led by research-stage coverage, with 27 in the last 30 days. Confidence 100%.

Evidence (20)

  • 7Hacker News·10/11/2026research
    Terence Tao’s Math 2.0 talk

    Terence Tao presents a Math 2.0 talk in slide form, discussing how modern mathematical work can be changed by computation, formalization, and AI-assisted methods. The item is primarily a research and ideas-focused presentation rather than a product or release announcement.

  • 6The New Stack·10/8/2026framework_update
    AI Changes Incident Response Tabletop Exercises

    The article argues that incident response tabletops must now test AI systems as well as people, because AI is increasingly used to triage alerts, retrieve playbooks, suggest responses, and draft post-incident analyses. It highlights failure modes such as confident hallucinations, outdated playbook retrieval, and AI system outages that can quietly degrade response quality during real incidents.

  • 6OpenAI Blog·10/8/2026security
    OpenAI Disrupts AI-Enabled False-Front Influence Operations

    OpenAI said it disrupted two AI-enabled influence operations that used false-front personas, including journalists and a think tank, to spread geopolitical messaging. The company reported taking action against the accounts and content involved in these coordinated campaigns.

  • 7Ars Technica AI·10/7/2026security
    Man jailed for AI-generated streaming fraud scheme

    A North Carolina man, Michael Smith, was sentenced to 18 months in prison after pleading guilty to a scheme that used AI-generated songs and thousands of bots to steal millions from music streaming platforms. US prosecutors said he is the first American criminally charged with AI-assisted streaming fraud, and the operation reportedly ran for seven years before detection.

  • 6Hacker News·10/7/2026research
    AI-Assisted Formal Proof of Optimal Packing for 11 Squares

    A GitHub project presents a formalized proof that a specific packing arrangement of 11 squares is optimal. The work uses AI-assisted methods alongside formal verification to support the proof and make it machine-checkable. The item is notable as a math-and-computation result rather than a product or framework release.

  • 2Hacker News·10/1/2026research
    HN poll revisits AI challenge claims

    This Hacker News-linked page invites readers to vote on which long-standing Hacker News challenges for AI have already been met. It is framed as a community discussion rather than a technical announcement, and the linked comments show active debate about AI progress and the criteria for judging it.

  • 6Hacker News·9/30/2026product_launch
    America.gov unveils AI-powered government services portal

    America.gov is a new government website that uses AI to answer user questions using only official federal, state, and local sources. The preview also shows planned service workflows for tasks such as job matching, passport tracking, medication cost comparison, and name changes across agencies, with broader capabilities expected in 2027.

  • 4Ars Technica AI·9/30/2026regulation
    RFK Jr. touts AI as a check on medical experts

    At a Make America Healthy Again event, Health Secretary Robert F. Kennedy Jr. praised artificial intelligence and said it could help Americans second-guess medical advice from doctors and public health officials. He argued that AI would reduce reliance on what he called the "tyranny" of medical expertise and said people could use it to verify their own care recommendations.

  • 4OpenAI Blog·9/30/2026framework_update
    OpenAI partners with SBDC to train small businesses on AI

    OpenAI is working with America’s SBDC to provide hands-on AI training and local support for small businesses. The company also published a report highlighting how small teams are already using AI in their operations.

  • 2InfoQ·9/28/2026research
    Erin Doyle: AI Changes Development, but Psychological Safety Matters

    In this InfoQ podcast, Michael Stiefel and Erin Doyle discussed how AI tools are changing software development and the day-to-day work of engineers. Doyle emphasized that architecture skills are becoming more important because developers must deal with system design constraints and ambiguous requirements, alongside the adoption of AI.

  • 4Hacker News·9/28/2026research
    Metacognition in AI: Thinking Fast and Slow

    This paper examines metacognition in artificial intelligence, focusing on how systems can evaluate their own reasoning and decide when to rely on fast or slow decision processes. It frames metacognition as a way to improve reliability, efficiency, and adaptability in AI systems.

  • 7InfoQ·9/27/2026security
    Google Uses AI and Differential Fuzzing to Rewrite C Dependencies in Rust

    Google's security team used an automated migration approach to replace legacy C code in giflib with Rust, aiming to reduce memory-safety risks. The project preserved runtime performance and highlighted that AI-assisted translations still need human review and validation.

  • 6Hacker News·9/26/2026research
    Tao essay argues for more human mathematicians in the AI era

    In a guest post on Terence Tao's blog, Amit Sahai argues that AI systems are increasingly generating original mathematical ideas, not just carrying out routine calculations. He says society should expand the number of mathematically trained researchers so humans can keep understanding, validating, and contributing to major discoveries made with AI assistance.

  • 3Hacker News·9/25/2026product_launch
    Too AI; Didn't Read

    This Hacker News item points to a short article or project focused on summarizing or avoiding long reading with AI assistance. The discussion suggests interest in how AI is changing reading, writing, and information consumption workflows.

  • 4Ars Technica AI·9/25/2026research
    Study finds no broad AI-driven drop in new graduate hiring

    A CESifo working paper by Robert Fairlie and Jane Wu argues there is no evidence of significant, widespread displacement or reduced hiring of recent college graduates due to AI. The authors focus on entry-level workers because hiring changes may show up there first, even as some data suggest AI adoption and spending are rising and could affect future graduating classes more.

  • 3InfoQ·9/25/2026research
    Podcast on AI Adoption in Enterprise

    This episode features a discussion on the current state of AI adoption in enterprise settings. The speakers examine why companies are rapidly adopting AI to stay competitive, while also addressing reliability, ethics, and the changing role of software engineering.

  • 6The New Stack·9/23/2026research
    Jensen Huang says AI will reshape junior developer roles within two years

    Nvidia CEO Jensen Huang argued that AI will not eliminate software engineering, but will automate tasks within the job while preserving the broader purpose of engineering. He said junior developers will need to learn with AI agents now, predicting that a new wave of AI-native graduates will enter the workforce in about two years with an advantage. He also warned that some lower-level skills may fade as engineers move to higher-level system thinking.

  • 7OpenAI Blog·9/23/2026framework_update
    Sam Altman Addresses the UN Security Council on AI Safety

    OpenAI CEO Sam Altman outlined concerns and priorities around AI safety, human oversight, and the need for international coordination in remarks to the United Nations Security Council. The appearance highlights growing attention from global institutions to the governance and control of advanced AI systems.

  • 9Hacker News·9/22/2026regulation
    Pentagon says AI overuse contributed to Iran school missile strike

    A Pentagon assessment says overreliance on AI contributed to a missile strike that hit a school in Iran. The report highlights risks in using automated systems for military decision-making and target identification.

  • 7Ars Technica AI·9/21/2026regulation
    Trump rejects AI slowdown calls, launches AI task force

    Donald Trump announced plans to appoint a new AI czar and create an "AI Force" to support the U.S. AI industry. He dismissed calls for stronger safety restrictions, calling them a hoax despite warnings from industry figures about the risks of unchecked AI development.