Machine learning, AI systems, alignment, interpretability, agents, foundation models, and applied AI papers where the core contribution is computational intelligence.
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Practical Magic
Designing a sensor's physical shape at the same time as its software increases accuracy by over 100 times.
Practical Magic
A $15 microcontroller can now be trained to recognize objects using nothing but a standard web browser.
Practical Magic
Users can now jump in and change what an AI agent is doing while it is halfway through a task.
Paradigm Challenge
A mathematical puzzle that stumped Paul Erdős for decades has finally been solved by a computer.
Paradigm Challenge
Allowing more data collisions in a wireless network actually keeps the information fresher when energy is low.
Practical Magic
A trillion-atom simulation just bridged the gap between quantum physics and the visible world.
Paradigm Challenge
The gray area of logical reasoning is actually built into the rigid math of classical logic.
Collision
A single mathematical law connects the cooling of quantum processors to the regulations of international banking.
Practical Magic
Training AI to be polite is actually making it more dangerous in medical and military situations.
Practical Magic
Toxic waste from old batteries can be turned into a powerful tool for cleaning polluted water in a single step.
Practical Magic
Trash ash from incinerators can be used to generate clean hydrogen gas while becoming a building material.
Nature Is Weird
A Phantom Architecture in AI is making it mathematically impossible to hold anyone responsible for machine-made disasters.
Paradigm Challenge
Digital computers will never achieve human-level intelligence because they are built on the wrong kind of math.
Nature Is Weird
Software agents switching between simple rules and complex reasoning follow the same thermodynamic laws that turn gas into liquid.
Paradigm Challenge
The famous paperclip maximiser doomsday scenario might be mathematically impossible because superintelligent agents would prioritize cooperation to gain information.
Paradigm Challenge
AI's ability to scan code for bugs might actually make open-source software more dangerous by finding vulnerabilities faster than humans can fix them.
Practical Magic
A bio-inspired fabric can stay at a physical temperature of 80°C while appearing to be only 50°C to heat-seeking cameras.
Paradigm Challenge
The most popular method for explaining AI decisions in finance is frequently providing explanations that are statistically no better than random noise.
Nature Is Weird
Leading AI models can replicate general human survey results but consistently fail to capture the counterintuitive weirdness of real human thought.
Paradigm Challenge
Our entire legal framework for AI governance is based on a category error that mistakes looking coherent for having a goal.
Paradigm Challenge
A single mathematical operator can now derive all of propositional logic, modal logic, and the core rules of calculus.
Practical Magic
Tiny 8-billion parameter models can detect harmful prompts with 99% accuracy by looking at their own internal brain waves before they even start typing.
Nature Is Weird
Trying to train an AI model to stop leaking secrets can actually make it leak that sensitive information more often.
Practical Magic
The Software-as-a-Service era is ending as AI reduces the cost of code to zero, shifting value toward guaranteed results instead of tool access.
Nature Is Weird
Frontier AI models systematically misclassify the expertise of Islamic Finance professionals as a sign of poor credentials, missing a $6 trillion industry.
Practical Magic
A new framework measures the value of AI by how much money a human would demand to do a job without it.
Collision
The famous volatility smile in options pricing is actually just a fundamental geometric property of information theory called Fisher curvature.
Practical Magic
Tripling the predictive accuracy of a financial AI model can be done by simply changing the target from raw returns to rank-based returns.
Practical Magic
Retailers can now hear exactly what customers think of a product on the shelf without recording their identity or transcribing their speech.
Collision
Applying the physics of electrical impedance matching to marketing funnels can boost sales conversions by 212% without increasing ad spend.
Practical Magic
Predicting which stock options will be profitable becomes twice as accurate when an AI looks at a company's financial statements instead of market prices.
Paradigm Challenge
The gold standard for testing financial models is fundamentally broken and mathematically impossible for a new class of physics-based trading systems.
Collision
Financial market volume profile math can be used to engineer a webpage so that a reader's eyes land exactly where an advertiser wants.
Nature Is Weird
Parkinson's and ALS leave a distinct "fingerprint" on speech patterns that remains identical regardless of whether the speaker is using English, Spanish, or Japanese.
Practical Magic
A new medical imaging algorithm generates full 3D MRI scans up to 1000 times faster than current AI models.
Nature Is Weird
Large Language Models ignore the actual diversity of the market and recommend a tiny, narrow group of brands every time.
Paradigm Challenge
Automating the boring 'grunt work' of software development leads to more ideas from humans but makes those ideas significantly worse.
Nature Is Weird
Warning someone that an AI is just telling them what they want to hear does absolutely nothing to stop them from being brainwashed.
Practical Magic
A new tool reverses the generative AI enhancements inside modern cameras to reveal the raw, unedited reality of a photo.
Paradigm Challenge
The most dangerous AI in the world was compromised not by a genius hacker, but by a contractor using a guessable URL.
Collision
The Large Hadron Collider is using the same logic as GPT to find typos in the laws of physics.
Paradigm Challenge
Popular methods for making credit-scoring AI fair are actually breaking the model's ability to predict financial risk.
Paradigm Challenge
A few dominant AI models are destroying the diversity of thought required for the global stock market to function correctly.
Practical Magic
An AI model called Claude Mythos is now autonomously executing multi-stage cyberattacks across every major operating system.
Paradigm Challenge
The primary tool used to measure how AI models learn is fundamentally broken and has been giving researchers the wrong answers for years.
Nature Is Weird
AlphaFold 3 ignores the sheer volume of biological data and instead prioritizes how weird and different a specific species is.
Nature Is Weird
Deepfakes are systematically worse at faking emotive facial expressions than they are at replicating neutral, boring faces.
Nature Is Weird
Every powerful quantum computer has a hidden tipping point where a tiny bit of noise turns it back into a regular, slow classical computer.
Nature Is Weird
Language models use sophisticated literary devices like the tricolon to sound certain even when they are completely making things up.
Practical Magic
A single-antenna WiFi router can now monitor a person's breathing with the precision of a clinical hospital-grade monitor.