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McKinsey's 2025 AI survey reveals 88% of organizations use AI, but only one-third have scaled beyond pilots—and just 6% qualify as high performers capturing significant enterprise value.

5 min read

McKinsey's State of AI Report: 88% Adoption, But Only 6% Are Actually Winning

Writing Team: Nov 28, 2025 8:00:01 AM

Three years after generative AI triggered a new era of artificial intelligence, nearly nine out of ten organizations are using AI regularly. But...

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Yale researcher Madhavi Singh argues the Stargate AI joint venture between OpenAI, Nvidia, Oracle, Microsoft, and SoftBank threatens competition and violates the Clayton and Sherman Acts.

6 min read

Yale Expert Says the $500 Billion 'Stargate' AI Project Violates 135 Years of Antitrust Law

Writing Team: Nov 28, 2025 7:59:59 AM

On January 21, 2025, President Trump unveiled what he called "the biggest AI infrastructure project by far in history"—the Stargate Project, a $500...

Research Legalities AI Policy

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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Deepgram's 2025 State of Voice AI Report reveals 67% of organizations now consider voice AI foundational to their business strategy, with 84% planning budget increases as enterprises race toward human-like voice agents.

6 min read

The Rise of Enterprise Voice AI: 2025 Is the Year of the Voice Agent

Writing Team: Nov 26, 2025 8:00:00 AM

We need to talk about what's happening with voice AI in 2025—and the numbers from Deepgram's latest research are frankly staggering.

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5 min read

Researchers Want AI to Remember Like Humans—With a "Semantic Operating System"

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

A new research paper is proposing a fundamental restructuring of how AI systems handle memory and context. The concept: a "Semantic Operating System"...

AI Research AGI

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...

Research AI Models

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...

AI Research AI Models

New research shows AI can retrieve legal precedents but can't perform abductive reasoning—constructing plausible arguments from incomplete facts. Why this matters for every industry deploying AI.

4 min read

AI Can Read Every Law Ever Written—But It Can't Think Like a Lawyer

Writing Team: Nov 10, 2025 8:00:00 AM

Computer scientist Randy Goebel has been running a competition for over a decade that exposes AI's most fundamental weakness in legal reasoning: it...

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Aalto University study finds AI use makes everyone overestimate their cognitive performance—especially

4 min read

New Research: AI Use Makes Us Overestimate Our Cognitive Abilities

Writing Team: Nov 10, 2025 8:00:00 AM

New research from Aalto University just confirmed what every AI skeptic has been warning about: using AI makes us massively overestimate our own...

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Elon Musk launches Grokipedia to rival Wikipedia, powered by xAI's Grok—but articles are adapted from Wikipedia with minimal sourcing. Ideology wars meet AI content generation.

4 min read

Elon Musk Launches Grokipedia (Using Wikipedia Data...)

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

Elon Musk launched Grokipedia this week, positioning it as a rival to Wikipedia that promises "the truth, the whole truth and nothing but the truth."...

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Vint Cerf maps the Internet's 7 phases—we're in Phase 4 (AI Agents) now. Phases 5-7: Internet of Senses, Ubiquitous Internet, Quantum Internet. What it means for business and infrastructure.

4 min read

Vint Cerf Just Mapped the Internet's Future—and Phase 4 Is Already Here

Writing Team: Nov 6, 2025 8:00:01 AM

The co-inventor of the Internet just published a roadmap for where connectivity goes next, and it's not incremental—it's exponential. In a new...

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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.

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