AI Model Comparisons AI News & Updates Machine Learning8 Min Read Artur MarkusonFebruary 22, 2026 Google Gemini 3.1 Pro Scores 77.1% on ARC-AGI-2—2.5x Jump Over Predecessor in Single Generation Google just doubled AI reasoning capability in 90 days while keeping the price identical. The assumption that frontier AI improves linearly…
AI Model Comparisons AI News & Updates AI Startups & Companies10 Min Read Artur MarkusonFebruary 16, 2026 Snorkel AI Commits $3M to Open Benchmarks Grant—Targeting the ‘Biggest Blind Spot’ Where AI Models Excel on Tests But Fail in Production Claude Opus 4.6 just scored 76% on MRCR v2—up from 18.5% on its predecessor. GPT-5.3-Codex hit 77.3% on Terminal-Bench 2.0. Neither score…
AI Model Comparisons AI News & Updates Natural Language Processing10 Min Read Artur MarkusonFebruary 11, 2026 Claude Opus 4.6 Scores 76% on Long-Context Retrieval—4X Better Than Its Predecessor at 18.5% A 310% improvement in a single release isn’t iteration—it’s a discontinuity. Anthropic just proved that model performance can…
AI Model Comparisons AI News & Updates AI Startups & Companies8 Min Read Artur MarkusonFebruary 4, 2026 ChatGPT’s Market Share Drops to 61.3% as Gemini Surges 237% Year-Over-Year—The AI Chatbot Monopoly Era Ends ChatGPT lost 25 percentage points of market share in 12 months. The company that ate its lunch isn’t a startup—it’s Google, the…
AI Model Comparisons AI News & Updates AI Tools & Platforms10 Min Read Artur MarkusonJanuary 22, 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, beating models with 47 billion parameters. The parameter count arms…
AI Model Comparisons AI News & Updates Natural Language Processing9 Min Read Artur MarkusonJanuary 20, 2026 Google’s 12B TranslateGemma Outperforms Its Own 27B Model: Open Translation Hits 55 Languages with MetricX Score of 3.60 Google’s smaller translation model just beat its larger sibling on standardized benchmarks, forcing us to reconsider everything we…
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 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 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 Ethics & Society AI Model Comparisons AI News & Updates11 Min Read Artur MarkusonDecember 30, 2025 The Self-Graded Test Crisis: Why AI Labs Funding Their Own Benchmarks Just Turned Model Comparisons Into Marketing Theater The benchmark scores you’re using to select AI models are probably fabricated. Not in a legal sense—but in every way that matters to…