Research & Benchmarks - Page 7 of 28
Academic AI research, performance benchmarks, scientific breakthroughs, and peer-reviewed studies advancing artificial intelligence frontiers.
547 articles
View complete article list
QASM-Eval Introduces First Dataset for Training LLMs on OpenQASM-3
Large language models generate Python. They produce C++. Some even output basic quantum assembly. Yet they cannot converse with a quantum computer. Not truly.
Parallax adds learned covariance correction to linear attention, retains softmax
The attention mechanism has a secret life, one that depends not just on architecture but on the optimizer that trains it.
Men use AI coding agents over twice as often as women; economists at 39%
A new fault line is cracking through social science research. It’s not about theory. It has nothing to do with methodology. This split is about access, and a recent study puts stark numbers to it.
Molecule-trained AI gives better chicken pairing suggestions than recipe AI
Recipe AIs are boring. Ask one what goes with chicken and it will list garlic, lemon, thyme. This is because it has read a million recipes and is averaging them out. It knows what humans say goes together, not why.
AI search agents favor confirming hits, sideline gut answers, study finds
AI search agents are supposed to be explorers. Instead, they’re more like detectives who only follow the evidence they already expect to find.
OpenAI gives free life‑sciences AI model to aid government pandemic prep
OpenAI has decided to weaponize one of its most advanced AI models against the next pandemic. It’s giving the thing away for free. Governments, academic labs, and small teams can now apply for access to the company’s life-sciences model.
Review paper claims code defines AI agents' reasoning and behavior
Everyone knows AI agents write code. We’ve missed what that code actually is. It's not their final product. It's their working memory, their plan, their entire method of reasoning. A new review paper makes this blunt argument.
NVIDIA research moves robotics simulation to reality, revealing robot confusion
A human glances at a banana and a photograph, and the task is instantly clear. A robot, staring at the same scene, drowns in noise. It processes every pixel, every shadow, every irrelevant corner, and gets lost.
CVPR 2026 Friday Session: STARFlow‑V Video Modeling Poster #178, 4‑6 PM
Friday at CVPR 2026 isn’t just another afternoon in Exhibit Hall A & F, it’s a microcosm of the field’s most urgent tensions.
USD E^3USD ‑Agent splits fast router from LLM meta‑controller for edge inference
Edge AI has been stuck choosing between speed and intelligence. The fast systems are dumb. The smart ones are slow. A new proposal, the E³-Agent, stops choosing. It builds both. Its architecture is a simple, brutal split.
Sakana AI's DiffusionBlocks Apply Uniform [4,4,4] Layers Across Three Blocks
What if you could train a deep network block by block, without backpropagating through the entire stack, and still match, even beat, standard end-to-end performance? That’s the promise of DiffusionBlocks, Sakana AI’s new framework. Their secret?
AI Agent Auto-Identifies Unreadable Model Parameters from CSV Files
In mathematical optimization, the raw ingredients are rarely ready to use. Your CSV files spill over with data, but the parameters your model actually needs are often buried, misaligned, or simply absent.
Learn to Build AI Projects: n8n Automation, Financial Data, Summaries, Reports
Stop chasing data. Let the data chase itself. Most investment research feels like drinking from a firehose. Earnings calls, SEC filings, analyst notes, market whispers, they blur into noise.
AI Agents Falter in Production as Backward Design Overburdens Model
The grand vision sold for AI agents—a single, all-knowing model that listens, plans, and acts autonomously—is a fantasy. In practice, these monoliths collapse into opaque, overburdened messes where troubleshooting is pure guesswork.
Hugging Face releases LeRobot Humanoid: 3D‑printable legs for robot research
Open-source robotics has a new foothold. Hugging Face’s LeRobot Humanoid project ditches the polished, monolithic prototype in favor of something far more radical: legs you can 3D-print, repair on a workbench, and hand off to a lab across the world.
Synthetic 1,000‑Customer Dataset Uses Gender and Income to Test Bias
Bias doesn’t sneak into machine learning models, it’s baked in from the start. Here, we take a different approach: instead of chasing phantom fairness in a black-box algorithm, we build the bias ourselves.
SciAtlas Introduces Large-Scale Knowledge Graph to Aid Automated Research
Science has a volume problem. We publish millions of papers, but the systems for finding them are stupid. Keyword searches are blunt, semantic vectors miss the point.
Google outperforms OpenAI on math benchmark, winning 9 to 1 ratio
Google just pulled off a very public, very embarrassing dunk on OpenAI. The fight was about solving famously tricky math puzzles, and the result was a brutal nine to one.
ByteDance study: LMMs answer questions better than full-page transcription
Teaching a multimodal model to read an entire document, word for word, might actually be holding it back.
Language Models Forecast Research Success Using 11,488 Comparative Idea Pairs
Forget raw intelligence. Predicting a good research idea is a job for a well-trained referee. A new paper shows that a small, 8-billion-parameter language model can be taught to do exactly that.
Featured Resources & Reviews
No Code MBA Course Review
Learn to build AI-powered apps without coding. Our comprehensive review of No Code MBA's course.
AI Tools & Resources
Curated collection of AI tools, courses, and frameworks to accelerate your AI journey.
Weekly AI Digest
Get the week's most important AI news delivered to your inbox every week.