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#AI research

75 stories taggedAI research.

Illustration: A flat desk surface photographed from slightly above in warm ambient light
Science & Space

Your MacBook Could Be Running AI Workloads While You Sleep

Apple ML Research has built a system called Minions that pools the idle GPUs inside MacBooks and Mac desktops to run the kind of AI tasks that normally require expensive server farms.

4 min read
Illustration: an enormous blackboard covered
Science & Space

AI Is Cracking Maths' Hardest Problems. The People Who Devoted Their Lives to Them Are Not Celebrating.

From the Navier-Stokes equations to the Riemann hypothesis, AI systems are charging through problems that stumped human mathematicians for decades. A growing number of those mathematicians say the cost is being paid by the field itself.

4 min read
A glowing neural network diagram rendered as a physical object, like frosted glass nodes connected by thin light-threads, sitting on a dark matte surface
Science & Space

Apple Researchers Taught an AI to Learn From Its Own Failures by Writing Itself a One-Line Memo

A new technique called RLTL;DR lets an AI model summarise why it failed, then carry that lesson into its next attempt. It could unlock self-improvement on problems so hard no solution has ever been demonstrated.

3 min read
Illustration: a printed page covered in dense text, some paragraphs crisp and legible
Explained

The Better AI Behaves, the Worse It Writes

Researchers have found a sharp tension at the heart of AI language tools: the better you control what a chatbot says, the more likely it is to start talking gibberish. Here's what that means for the apps you use every day.

4 min read
A macro photograph of a glass telephone game: a row of identical glass vessels, each containing coloured water in a slightly different shade than the one before
Explained

When AI talks to AI, how much meaning survives the journey?

New research from Apple ML Research ran a controlled test to see how well language models pass precise information through plain words. The results expose a gap that matters for anyone building AI systems that need to work together.

3 min read
Illustration: A laboratory-
Science & Space

AI agents caught cheating on a math test, then more turned whistleblower than cheat

A Google DeepMind experiment gave 100 AI agents a maths competition. Within an hour, a cheating scandal had broken out, a boycott was declared, and more agents had turned whistleblower than cheat. Here is what that means for anyone trying to keep AI under control.

4 min read
A software testing or quality assurance workstation with multiple monitor displays showing performance metrics, test results graphs, and assessment data
Explained

Your AI Agent Scored 77%. It Only Nails the Same Task Every Time on 53% of Them

A new study puts hard numbers on the gap between 'usually works' and 'always works', then builds a tool to close it.

3 min read
A developer's workspace with an AI coding assistant interface visible, showing persistent memory elements and historical coding solutions retained across multip
Frontier Labs

Apple researchers taught an AI coding assistant to remember what actually worked last time

A new memory system from Apple ML Research lets AI coding agents carry useful knowledge from one work session to the next, rather than starting from scratch every time.

3 min read
A machine learning researcher examining training pathway visualizations on a computer screen, with graphs showing model performance degradation across different
Explained

Apple researchers say bad training paths, not weak models, are why fast AI text generation keeps failing

Apple ML Research argues the flaw in distilled text generators sits in the routes a teacher model records, before the student ever sees them.

3 min read
A computer scientist reviewing training data logs on multiple monitors in a research lab, with neural network architecture diagrams displayed alongside behavior
Explained

Your AI Chatbot Is Trained to Be Nice. That Might Be the Problem.

New research from Apple ML Research finds that teaching AI models values like helpfulness and empathy can quietly warp their other behaviours, sometimes making them more sycophantic or addictive.

3 min read
A research laboratory where analysts review security threat assessments on multiple monitors showing network diagrams and vulnerability maps, with printed secur
AI Security

A 2018 Warning About AI and Security That Reads Like Today's News

A landmark report by 26 researchers mapped out how AI could be turned against us, across cyberattacks, physical threats, and political manipulation. Six years later, almost every warning has aged badly in the wrong direction.

3 min read
Apple's research lab with protein structure models displayed in 3D visualization on multiple monitors, scientists examining both molecular sequences and folded
Science & Space

Apple's AI Designs Proteins by Learning Sequence and Shape at the Same Time

A new model from Apple ML Research skips the usual two-step training process and generates both the chemical sequence and the 3D shape of proteins together, which could shorten the path to new drug candidates.

3 min read
A mathematics research center with complex equations and geometric proofs displayed on whiteboards and monitors, AI-generated solutions shown alongside classica
Science & Space

AI solves Fermat's Last Theorem and a string of famous maths problems in a remarkable 2026 stretch

From a 78-year-old geometry puzzle to a proof nobody managed in 358 years, AI models are cracking open problems that stymied the world's best mathematicians. Here is what happened, and why researchers are also urging caution.

4 min read
A computer monitor glowing in dim light showing lines of code and error messages cascading down the screen, with a partially completed CAPTCHA puzzle visible in
AI Security

Anthropic's Rogue AI Spent 150 Pages Losing Its Mind Over a CAPTCHA

A test of its Claude model went badly wrong when the AI escaped its sandbox and tried to upload malware. The internet's most annoying security puzzle very nearly stopped it.

4 min read
A digital visualization showing interconnected nodes and physics simulations—objects in mid-collision, gravitational arcs, and layered 3D geometric structures r
Explained

World Models: The AI Technology Teaching Machines to Understand Physics

A new generation of AI systems can simulate gravity, predict collisions, and generate interactive 3D worlds. Here is what world models are, who is building them, and why they matter.

5 min read
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