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Archive/ai research

🔬 AI Research

Academic papers, research breakthroughs, and scientific advances in machine learning and AI.

90 articles

Researchreinforcement learning & forecasting

Reinforcement Learning Creates a Superhuman Forecaster

For practitioners building or evaluating forecasting systems: the proposal argues that applying reinforcement learning to large historical web caches... letsdatascience.com

NewsML conferences & research trends

ICML 2026 Opens in Seoul Next Week: Record 23,918 Submissions Signal AI Agent Safety Era

The 43rd International Conference on Machine Learning opens in Seoul, South Korea on Monday, July 6, bringing with it a submission record that more than... techtimes.com

Researchquantum machine learning

Quandela Demonstrates Photonic Quantum Reservoir Processing for Advanced Machine Learning and Single-Basis Quantum Tomography

Photonic quantum processing unit for quantum and classical machine learning tasks. A collaborative research group consisting of quantum information... quantumcomputingreport.com

Researchdeep learning in medical diagnostics

An ECG biomarker for sudden cardiac death discovered with deep learning

Sudden cardiac death is, in theory, preventable with defibrillators. But every year, many patients die without defibrillators because doctors fail to... nature.com

ResearchML for scientific discovery

Machine Learning Rediscovers Equations Governing Ocean Biogeochemistry

Researchers used a process called symbolic regression to derive the equations from a biogeochemical model of the ocean. eos.org

Researchlabel distribution learning - annotation methodology

Metric-Dependent Annotation Saturation for Learning from Label Distributions

When annotators disagree on a label, the disagreement itself carries signal—and the number of annotators needed to capture it depends on the… machinelearning.apple.com

Researchreinforcement learning and alignment

Reinforcement Learning Produces Broad Alignment Gains Across Benchmarks

A LessWrong linkpost published June 18, 2026 reports findings from research on using reinforcement learning applied to realistic scenarios targeting... letsdatascience.com

Researchphysics-informed neural networks

This AI Learned the Laws of Physics and Could Accelerate Quantum Computing Breakthroughs

Researchers in Sweden have developed a machine-learning approach that embeds the laws of physics directly into neural networks. scitechdaily.com

ResearchAI-driven drug discovery

Machine-learning how to overcome antibiotic-resistant gonorrhea

AI-enabled antibiotic discovery proves effective at identifying new chemical structures and targets in the constant fight against antibiotic-resistant... wyss.harvard.edu

Researchdeep learning for antibiotic discovery

Deep learning identifies novel antibiotics for gonorrhea

A team led by James J. Collins published a study in Science Translational Medicine reporting that a deep learning pipeline discovered two compounds active... letsdatascience.com

ResearchML for brain-computer interfaces

AI and brain-computer interface allow speechless ALS patient to work a full-time job

The hardware isn't new, but a UC Davis research team's machine learning-powered method of translating brain activity in an ALS patient into sentences with... theregister.com

ResearchTransfer learning for physics discovery

AI could uncover new physics faster but there’s a surprising catch

Scientists found that transfer learning can make the search for new physics in the universe much faster, slashing the need for expensive simulations. sciencedaily.com

ResearchML in healthcare/cancer diagnostics

Machine Learning Model May Improve Accuracy of Liquid Biopsy Results

A machine learning model developed by researchers at the Johns Hopkins Kimmel Cancer Center filters out the biological noise in liquid biopsy samples,... ascopost.com

ResearchAI in healthcare / RL methodology critique

Time for an AI checkup: Flaw found in machine learning for sepsis treatment

Shengpu Tang, Emory assistant professor of computer science, found a flaw in many peer-reviewed studies using the AI method known as reinforcement learning... news.emory.edu

Researchquantum neural networks

Researchers Demonstrate Scalable Quantum Neural Network Training on Quantum Hardware

Researchers developed a quantum neural network training framework that enabled direct gradient-based optimization on quantum hardware. thequantuminsider.com

ResearchML in healthcare / cancer diagnostics

Machine learning model improves accuracy of liquid biopsy results

A machine learning model developed by researchers at the Johns Hopkins Kimmel Cancer Center filters out the biological noise in liquid biopsy samples,... medicalxpress.com

NewsAI genomics / research partnership

Google DeepMind and Wellcome Sanger Institute form five-year AI genomics consortium

The partnership with Google.org will generate genomic datasets designed for machine learning models used in biological research. edtechinnovationhub.com

Researchfoundation models / on-device AI

Introducing the Third Generation of Apple’s Foundation Models

Our next generation of Apple Intelligence is centered around our users, integrated deeply into our operating systems, and powered by a bold… machinelearning.apple.com

ResearchML in materials science/autonomous discovery

Crossbreeding Neural Network: A Leap in Materials Science AI

A breakthrough in materials science AI marks a significant shift in how research facilities can approach autonomous discovery. According to a study... labmanager.com

NewsAI research assistants

Could AI research assistants speed up scientific discovery?

Google's Co-Scientist and Futurehouse's Robin can help scientists generate hypotheses, design experiments and analyse data. chemistryworld.com