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Machine Learning

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Anthropic's quiet proof shakes a pillar of computer science
News Oct 29, 2026

Anthropic's quiet proof shakes a pillar of computer science

Hours after OpenAI announced it had overturned the exponential time hypothesis, rival Anthropic revealed its own model had reached the same result on the same day, by a different route and with a very different rollout.
Giulio Prisco 2 min read
AI Combines Two Malware Clues to Reach 98.6% Detection Accuracy
Mindbytes Oct 23, 2026

AI Combines Two Malware Clues to Reach 98.6% Detection Accuracy

A detector combines software behaviour with memory images, outperforming models that rely on one type of evidence in a research dataset.
Linsey Smith 1 min read
When Logic Meets Learning: A New Era of AI Intelligence
Community Jun 3, 2026

When Logic Meets Learning: A New Era of AI Intelligence

Can AI truly learn and reason? DeepProbLog bridges neural networks and logic, combining perception, uncertainty, and symbolic reasoning to create smarter, explainable AI.

Rebiya Musema 5 min read
AI agents spontaneously develop their own language to share complex sensory data
News Oct 16, 2026

AI agents spontaneously develop their own language to share complex sensory data

Researchers have shown that autonomous AI systems can create their own communication systems without human guidance. The breakthrough could enable self-driving cars, robots and industrial sensors to share information that human languages cannot express.
Giulio Prisco 2 min read
The Rise of Self-Learning AI: Machines That Teach Themselves
Community Jun 3, 2026

The Rise of Self-Learning AI: Machines That Teach Themselves

Self-learning AI is revolutionizing technology by teaching itself through trial, error, and data — evolving faster than humans can program, unlocking unprecedented innovation.

Zufan Fekadie Yehunie 4 min read
The Shape-Shifting Search Party: How CMA-ES Finds Order in Mathematical Chaos
Community Oct 28, 2026

The Shape-Shifting Search Party: How CMA-ES Finds Order in Mathematical Chaos

When complex landscapes break traditional math, CMA-ES deploys an intelligent, shape-shifting search cloud that mimics evolution to conquer chaotic, blindfolded optimization challenges without using derivatives.
Emrakeb Ermias 6 min read
Bridging Neuroscience and AI: The Neural Generative Coding Framework
Community May 27, 2026

Bridging Neuroscience and AI: The Neural Generative Coding Framework

What if AI learned more like the human brain? Neural Generative Coding replaces backpropagation with local, brain-inspired learning for efficient, adaptive, data-smart intelligence.

Yohannes Gessesse 3 min read
NESS, the Neural-Symbolic Sandwich
Article Sep 29, 2026

NESS, the Neural-Symbolic Sandwich

A new direction for making transformers AGI-friendly—via judiciously mixing continuous symbolic program learning into open-weights transformers.
Ben Goertzel 43 min read
When AI Learns Which Patterns Matter
Community Apr 20, 2026

When AI Learns Which Patterns Matter

AI transforms pattern mining into intelligent reasoning, allocating computational effort to uncover hidden structures in massive knowledge graphs through inference-driven, efficient discovery systems.

Betsinat Amare 6 min read
Tree-Miner: Mining Sequential Patterns from SP-Tree
Community Jul 3, 2026

Tree-Miner: Mining Sequential Patterns from SP-Tree

Tree-Miner: A breakthrough sequential pattern mining algorithm using compact SP-Tree for ultra-efficient discovery of frequent patterns even at low support thresholds.

Haile Tassew Belay 9 min read