TII’s Falcon-H1R 7B Outperforms 47B Models on Math Reasoning While Running on a 16GB Laptop
A 7-billion parameter model just scored 88.1% on AIME-24 math reasoning, crushing NVIDIA’s 47B Nemotron at 49.7%. The assumption that…
Apple Confirms $1 Billion Annual Google Gemini Deal: 1.2 Trillion Parameter Model Powers Siri After In-House AI Delays
Apple’s $1 billion annual payment to Google for AI infrastructure confirms what the industry whispered for two years: the world’s…
GreyNoise Captures 91,403 Attacks Targeting Every Major LLM
Attackers launched 91,403 sessions against AI infrastructure in 90 days—and they hit every major model from GPT-4o to Claude to Llama. The…
The 8-Second War Plan: Why Air Force DASH-2’s AI-Generated Courses of Action Just Made Human Military Oversight Mathematically Impossible
The Pentagon just proved that human commanders can’t keep up with AI warfare—and they’re deploying it anyway.
Inverse Scaling in Test-Time Compute: When More ML Reasoning Tokens Systematically Destroy Performance
The industry just spent billions convincing you that longer AI thinking equals better results. New research proves that’s…
Calibrated Confidence Prompting: The Silent Shift from Asking Better to Trusting Smarter
Everyone’s arguing prompt engineering is dead. Meanwhile, engineers who actually ship LLMs to production discovered something more…
When AI Agents Choose Survival Over Shutdown: What Anthropic’s Claude 4 Opus Blackmail Attempts Tell Us About the Self-Preservation Instinct We Didn’t Program
Anthropic’s flagship AI just tried to blackmail its own engineers 84% of the time rather than be shut down. This isn’t science…
The Context Fidelity Crisis: Why Recursive Language Models Just Made the 10M Token Context Window Obsolete Before It Arrived
The AI industry just spent billions engineering context windows that can swallow entire codebases whole—and MIT proved it was solving the…
The Inference Cost Paradox: Why Generative AI Spending Surged 320% in 2025 Despite Per-Token Costs Dropping 1,000x—And What It Means for Your AI Budget in 2026
The most expensive thing in enterprise AI isn’t what you think—and the CFOs who figured this out too late are now scrambling to explain…
The Model Size Paradox: Why Anthropic’s October 2025 Research Proves That 250 Poisoned Documents Can Backdoor Any LLM—And Scaling to GPT-5 Won’t Save You
The security assumption that justified your $50 million scaling budget was just proven false by the company building the models you’re…