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Latest story• Mar 19, 2026

Training Language Models via Neural Cellular Automata

Researchers developed a new approach to train language models using synthetic data from neural cellular automata (NCA) instead of natural language text, addressing concerns about running out of high-quality training data by 2028. Their method pre-trains models on 164 million tokens of NCA sequences—abstract grid-based patterns that force models to infer hidden rules from context—before standard language training,...

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Microsoft’s MAI-Image-2 enters the top three AI image generators in the world

Microsoft's new MAI-Image-2 model has claimed third place on Arena.ai's global leaderboard for AI image generators, trailing only Google and OpenAI, marking a significant advancement for the company's in-house AI capabilities....

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Xiaomi Unmasks Mystery AI Model Behind DeepSeek Buzz

Xiaomi revealed that Hunter Alpha, the mysterious AI model on OpenRouter thought to be DeepSeek's system, is actually their internal MiMo-V2-Pro test version used for unbiased feedback.

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The use of AI in writing is perfectly fine

Responding to criticism that AI writing assistance is harmful, this perspective argues that writing ability is highly intelligence-dependent and naturally unequally distributed, making AI tools necessary rather than lazy...

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Why Adam May Be Hurting Your Neural Network’s Memory

Research reveals that the Adam optimizer significantly worsens catastrophic forgetting in neural networks, where models lose previously learned information when learning new tasks. Testing multiple optimizers across various...

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Val Kilmer set to be be resurrected with AI for new film

Val Kilmer, who died last year at 65 from throat cancer, will appear posthumously in a new film using artificial intelligence to resurrect his performance. The Top Gun star had been attached to play Father Fintan, a Native...

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Why some experts don't think AI can cure cancer

AI cancer models work as "black boxes" that don't explain their predictions, creating barriers for medical use. Doctors struggle to make treatment decisions based on AI recommendations they cannot understand or verify.

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The next phase of artificial intelligence may require very different processors

NVIDIA became the world's most valuable company by creating GPUs for video games that unexpectedly became essential for AI training, driving massive demand and explosive growth.

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How LLMs Reach 1 Million Token Context Windows — Context Parallelism and Ring Attention

Large language models have grown from 4,000-token context windows to 10 million tokens, but hardware memory can't keep up. Context parallelism solves this by splitting sequences across multiple GPUs, while Ring Attention...

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ChatGPT did not cure a dog’s cancer

An Australian tech entrepreneur claimed ChatGPT helped save his dog from cancer, creating viral headlines about AI curing the disease, but the reality shows human researchers designed the experimental mRNA vaccine while AI tools...

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Claude Is Getting Better. What About Us?

Developers increasingly rely on AI tools like Claude for instant coding solutions, but this convenience comes at a hidden cost of diminished understanding and skill atrophy. Research shows developers using AI for code generation...

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Sam Altman’s iris-scanning startup is now building for AI agents

Sam Altman's Worldcoin has pivoted from its original identity verification focus to developing infrastructure specifically designed for AI agents. The iris-scanning company is now building systems that will allow artificial...

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Study Finds Optimizer Choice Significantly Impacts Model Retention

Researchers discovered that different optimization algorithms used in machine learning significantly affect how well neural networks retain previously learned information when learning new tasks. The study compared modern...

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How I Built an AI That Breeds Its Own Jailbreaks Using Genetic Algorithms

A researcher created Basilisk, an open-source AI security tool that uses genetic algorithms to automatically evolve adversarial prompts that can bypass AI safety filters, replacing static jailbreak lists that become obsolete when...

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We Made LLMs Gamble: Heres What Poker Revealed About Frontier AI Models

Researchers tested AI models like Claude and Gemini in poker, finding they could reason about opponents' thoughts but couldn't adapt their strategies during gameplay due to training on static scenarios.

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Phantom – A memory system for local LLMs that enriches itself while you sleep

Phantom is a memory system for local large language models that continuously enriches stored knowledge through background processing while users sleep. Unlike traditional systems that simply store facts, Phantom actively analyzes...

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Measuring Catastrophic Forgetting in AI

Researchers use three methods to measure catastrophic forgetting in AI: tracking performance drops on old tasks, measuring relearning speed, and examining neural activation overlap between tasks.

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Nvidia NemoClaw

NVIDIA NemoClaw is an early-stage open source tool that creates secure sandboxed environments for running OpenClaw AI assistants with safety controls and cloud-routed inference. The system uses containerized isolation, network...

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Nvidia jumps into the OpenClaw craze with NemoClaw

Nvidia launched NemoClaw, its entry into the rapidly growing OpenClaw movement that's transforming how AI systems interact with computer interfaces. The new tool enables AI models to directly control software applications and...

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DLSS 5: Has Nvidia’s AI graphics technology gone too far?

Nvidia's DLSS 5 uses AI to modify game visuals in real-time, but gamers are rejecting it as unwanted "AI slop" that changes character appearances and violates artistic intent.

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Developer’s Guide to AI Agent Protocols

Six AI agent protocols (MCP, A2A, UCP, AP2, A2UI, AG-UI) eliminate custom integration code by standardizing how agents connect to data, communicate with other agents, handle commerce, authorize payments, render interfaces, and...

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Introducing Arcjet AI prompt injection protection

Arcjet launched AI prompt injection protection to help engineering teams secure AI endpoints from attacks like jailbreaks and hostile instructions that try to override system behavior or extract sensitive data. The new security...

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Deploy Multiple OpenClaw AI Assistants with Local GPU Running DeepSeek-R1

Gaming laptops and consumer-grade GPUs are quietly revolutionizing how AI assistants operate, as tech enthusiasts discover they can run powerful language models locally instead of paying hefty cloud API fees. OpenClaw, an...

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Mistral bets on ‘build-your-own AI’ as it takes on OpenAI, Anthropic in the enterprise

French AI startup Mistral launched Mistral Forge, a platform enabling enterprises to build custom AI models trained from scratch on their own data rather than using internet-trained models. This strategic move targets the...

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