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3 min read

Garlic: The Model OpenAI Hopes Will Make You Forget They Panicked

Writing Team: Dec 5, 2025 8:00:01 AM

Let's talk about what happens after the panic button gets pressed. Last week, Sam Altman declared code red. This week, leaked internal briefings tell...

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OpenAI tests Memory Search for ChatGPT as GPT-5.2 rumors grow. Does searchable memory solve real problems or just patch poor implementation? What it means for power users.

3 min read

Memory Search: OpenAI's Answer to the Problem Nobody Knew They Had

Writing Team: Dec 4, 2025 10:37:31 AM

OpenAI is testing a "Memory Search" feature for ChatGPT that lets users query stored information directly instead of scrolling through an...

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Luma's Terminal Velocity Matching (TVM) achieves diffusion-quality images in 4 steps instead of 100—a 25x speedup that could reshape AI inference economics.

4 min read

Luma Labs Just Made Diffusion Models Look Expensive

Writing Team: Dec 3, 2025 8:00:02 AM

Luma Labs just published research that makes standard diffusion models look computationally wasteful. Their new approach, Terminal Velocity Matching...

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Former Tesla AI lead Andrej Karpathy's LLM Council orchestrates GPT-5.1, Gemini 3, Claude Opus 4.5, and Grok 4 in multi-model debates—using surprisingly basic tech.

3 min read

Andrej Karpathy Built a Debate Club for AI Models. The Simplicity Is the Point.

Writing Team: Dec 2, 2025 8:00:02 AM

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New CritPt physics benchmark developed by 60+ researchers reveals frontier AI models barely scratch single digits on post-graduate physics problems—Gemini 3 Pro leads at just 9.1%.

4 min read

CritPt Benchmark: No AI Model Scores Above 9% on Graduate-Level Physics Problems

Writing Team: Nov 27, 2025 8:00:00 AM

We just got a brutal reality check on how far AI still has to go.

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Lean4 brings mathematical proof verification to AI systems, eliminating hallucinations and guaranteeing correctness. Major labs from OpenAI to Google DeepMind are racing to integrate it.

5 min read

Lean4: The Theorem Prover That's Becoming AI's Most Important Safety Net

Writing Team: Nov 27, 2025 8:00:00 AM

We have a problem with AI that no amount of training data will fix: Large language models hallucinate with confidence, asserting falsehoods as facts,...

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As GenAI becomes our primary information source, oral traditions and local wisdom vanish from human knowledge. What we're losing isn't just data—it's centuries of survival expertise we might desperately need.

5 min read

AI Is Erasing the Knowledge We Haven't Written Down

Writing Team: Nov 21, 2025 7:59:59 AM

A tumor disappeared after herbal treatment, and the son—a tech researcher who'd pushed for surgery based on internet advice—still doesn't believe it...

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Yann LeCun is reportedly leaving Meta to build

5 min read

Yann LeCun Is Reportedly Leaving Meta to Chase "World Models"

Writing Team: Nov 19, 2025 7:00:00 AM

Yann LeCun, Meta's chief AI scientist for fundamental research and one of the most influential figures in modern artificial intelligence, is...

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New Supervised Reinforcement Learning framework enables small language models to learn multi-step reasoning by combining expert demonstrations with flexible action-level rewards and internal reasoning.

3 min read

Supervised Reinforcement Learning: A New Training Method That Actually Works for Small AI Models

Writing Team: Nov 18, 2025 7:00:01 AM

A research team has published a new paper introducing Supervised Reinforcement Learning (SRL), a training framework designed to help smaller...

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Google updates Gemini Live with faster responses, multiple accents, and speed controls. We examine whether voice interface improvements address the fundamental challenges of AI assistants.

3 min read

Google's Gemini Live Update: Faster Voices, Same Questions

Writing Team: Nov 17, 2025 8:00:03 AM

Google released another Gemini Live update, and the pattern feels increasingly familiar. Faster responses. More expressive voices. Different accents....

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Google DeepMind's SIMA 2 brings goal-driven reasoning to 3D environments. We examine whether this Gemini-integrated agent marks genuine progress or just another research demo.

2 min read

Google's Latest AI Upgrades: SIMA 2 and What It Signals

Writing Team: Nov 17, 2025 7:59:59 AM

We've watched Google chase OpenAI's shadow for two years now. Each announcement arrives with carefully managed expectations, each demo polished to...

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Google DeepMind's AlphaProof achieved silver medal performance at the 2024 IMO using reinforcement learning. We examine what this means beyond the headlines.

2 min read

AlphaProof and the IMO Silver Medal: When AI Actually Solves Hard Problems

Writing Team: Nov 17, 2025 7:59:59 AM

Most AI math announcements deserve skepticism. Models that ace standardized tests but collapse on novel problems. Systems that generate...

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10 AI Prompts That'll Actually Save You Time (Not Just Impress Your Coworkers)

Forget the robots-taking-over headlines. These 10 prompts will show you how to use AI for the boring stuff you actually need to get done—like writing emails that don't suck, brainstorming ideas when your brain is fried, and automating the repetitive tasks eating your day.

GRAB THE PROMPTS

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10 AI Prompts That'll Actually Save You Time (Not Just Impress Your Coworkers)