AI Model Comparisons AI News & Updates Machine Learning10 Min Read Artur MarkusonJanuary 15, 2026 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…
AI News & Updates AI Startups & Companies Natural Language Processing8 Min Read Artur MarkusonJanuary 13, 2026 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…
AI News & Updates AI Use Cases Machine Learning8 Min Read Artur MarkusonJanuary 12, 2026 NVIDIA Alpamayo: 10B-Parameter VLA Model Reduces Autonomous Driving Validation Variance by 83% Across 310,895 Real-World Clips NVIDIA just open-sourced a 10-billion-parameter autonomous driving brain trained on 1,700+ hours of real-world footage from 25 countries—and…
AI Danger Zone AI News & Updates AI Security & Privacy8 Min Read Artur MarkusonJanuary 12, 2026 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…
AI Ethics & Society AI Use Cases Natural Language Processing11 Min Read Artur MarkusonJanuary 11, 2026 Sensor-to-Story: How Language Models Are Finally Learning to Read Your Body’s Raw Data—And Why Clinical Narratives Are the Missing Link Healthcare AI Forgot Your therapist is about to get a translator they never knew they needed—and it speaks fluent heartbeat.
AI Model Comparisons Machine Learning Natural Language Processing12 Min Read Artur MarkusonJanuary 9, 2026 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…
AI Danger Zone AI Ethics & Society AI Security & Privacy10 Min Read Artur MarkusonJanuary 5, 2026 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…
Future of AI Generative AI Natural Language Processing11 Min Read Artur MarkusonJanuary 3, 2026 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…
AI Danger Zone AI Model Comparisons AI Security & Privacy11 Min Read Artur MarkusonJanuary 2, 2026 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…
AI News & Updates AI Startups & Companies AI Tools & Platforms9 Min Read Artur MarkusonJanuary 1, 2026 The AI Model Aggregator War: Why OpenRouter’s 136 Trillion Token Routing Empire Just Made Your Single-Provider API Strategy Obsolete The numbers don’t lie: while you debated OpenAI vs Anthropic, one platform quietly routed more tokens than both combined—and your API…