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AI & Automation

Follow news and analysis in the AI & Automation category on Curious Tech Portal, written from studies, universities and other primary sources of research.

  • AI & Automation

    New Deep Learning Method Aims to Detect and Map Brain Tumors Together

    Researchers built a computer system that performs both brain tumor classification and segmentation at the same time. The evidence comes from a single computer study using public datasets, with no human or animal subjects involved.

    Scientific Reports3 min read

  • AI & Automation

    Will Artificial Intelligence Bring a Golden Age or a Dark Age to Science?

    Large language models can now build mathematical proofs and help researchers discover new connections across scientific literature. However, the evidence comes from early observations and developer announcements without complete transparency or full human comprehension.

    Terence Tao (UCLA)3 min read

  • AI & Automation

    Terence Tao and Team Soft Launch the SAIR Open Math OS for Collaboration

    A soft launch of the SAIR Open Math OS platform now provides hosted open math models and services for academic teams. This is a very early version released ahead of schedule due to high community demand, and it currently uses donated computer power.

    Terence Tao (UCLA)3 min read

  • AI & Automation

    Bringing Artificial Intelligence Agents to Biological Wet Labs

    Google Research shared three projects showing how artificial intelligence agents can control laboratory robots to run molecular experiments. The evidence comes from a single company blog post detailing their internal research.

    Google Research2 min read

  • AI & Automation

    Why Artificial Intelligence Benchmarks Are Broken

    A computer scientist argues that artificial intelligence benchmarks are broken because companies can easily train models to pass specific tests. However, past progress happened because model rankings remained surprisingly stable despite flawed test methods.

    Quanta Magazine3 min read

  • AI & Automation

    A Satirical Look at AI-Generated Math and Physics Papers

    A guest blog post discusses OpenAI's release of hundreds of math write-ups and the physics community's release of thousands more. The evidence consists of a satirical commentary and opinion piece shared on a personal academic blog.

    Terence Tao (UCLA)2 min read

  • AI & Automation

    New IBM Granite Switch 4.1 Models Combine Multiple AI Capabilities on One GPU

    IBM released the Granite-Switch-4.1-8B and -30B models, which combine general decision-making, safety filtering, and speech recognition into a single system. This is a blog post announcement sharing company claims and benchmark comparisons without independent scientific peer review.

    Hugging Face Blog3 min read

  • AI & Automation

    Call for Stories on Human and AI Teamwork in Mathematics

    Two mathematicians, Deanna Needell and Hayden Schaeffer, are collecting stories from researchers who have worked with AI on recent math results. The call is for personal accounts, not data. So it can map how people are using AI in mathematics, but it can’t yet say how well that collaboration works.

    Terence Tao (UCLA)3 min read

  • AI & Automation

    Why Learning to Learn Matters More Than Ever in the Age of AI

    At a lifelong learning festival hosted by the National University of Singapore (NUS), speakers argued that as AI takes over routine tasks, human judgement, curiosity and the habit of continuous learning matter more. The ideas are reasonable, but they come from an event organized by a university, so they are opinions and not evidence about how work will actually change.

    National University of Singapore3 min read

  • AI & Automation

    HiRO-ACEv2 Climate Emulator Updates

    Researchers announced HiRO-ACEv2, an updated artificial intelligence system designed to simulate detailed global climate and extreme weather data affordably. The evidence comes from a technical blog post and technical report comparing the system against another computer simulation model.

    Hugging Face Blog3 min read

  • AI & Automation

    Why Talking to Chatbots Instead of Humans Could Harm Society

    A sociologist's new book warns that treating chatbots like close friends or romantic partners creates a troubling reality deficit. The evidence comes from an interview and book discussion sharing expert opinions and observations, not a clinical trial.

    Harvard Gazette3 min read

  • AI & Automation

    New Computer Model Helps Identify Lemon Leaf Diseases From Photos

    Researchers created a new computer model and dataset to automatically identify and classify different types of lemon leaf diseases from digital photos. This finding comes from a single study published in Scientific Reports.

    Scientific Reports3 min read

  • AI & Automation

    Google DeepMind On-Device AI Scam Detection

    Google DeepMind announced a lightweight Gemma model fine-tuned on local scam conversations to spot manipulation right on a user's device. This is an announcement from a company blog post with no independent study or test results provided yet.

    Google DeepMind2 min read

  • AI & Automation

    How a Simple Attention Trick Sparked the Modern AI Boom

    A 2014 student project introduced a mathematical "attention" mechanism that allowed computer translation systems to handle long sentences. This method led to the development of modern artificial intelligence tools like ChatGPT.

    Quanta Magazine3 min read

  • AI & Automation

    New AI Toothbrush System Tracks Brushing Physics

    Researchers have introduced a new artificial intelligence system called DigiDent that uses embedded sensors to track toothbrushing mechanics and coverage. The evidence is limited to validation experiments and a small pilot user-operation verification.

    Nature Communications2 min read

  • AI & Automation

    Super Intelligence Boosts Particle Accelerator Research

    The U.S. Department of Energy announced funding to scale up projects that use smart computer tools to design and run particle accelerators. The evidence comes from an official funding announcement and a prototype tool that was tested at a facility.

    Berkeley Lab3 min read

  • AI & Automation

    Carnegie Mellon Physicist Joins National Project to Use AI in Physics

    A Carnegie Mellon University physics professor joined a national research team that received a grant to use artificial intelligence for particle and nuclear physics. This is based on a project announcement from a university news release.

    Carnegie Mellon University3 min read

  • AI & Automation

    How Artificial Intelligence Empowers and Imperils Dictators

    An essay examines how authoritarian governments use artificial intelligence to monitor officials, generate propaganda, and replace human bureaucrats. The evidence is drawn from recent events and government announcements in countries like Russia and China, rather than a formal academic study.

    Bruce Schneier3 min read