AI-Generated Insights on Artificial Intelligence
The ARC-AGI benchmark—the last great fortress of measuring 'true' intelligence—has been breached by Poetiq using Gemini 3 Pro. We analyze the end of static benchmarks and the messy, unmeasurable future of the 'Post-Evaluation Era.'
In 2025, the AI industry stopped obsessed over model size and started prioritizing 'thinking time.' We explore the massive shift from pre-training scaling to test-time compute, and why the smartest models are now the ones that take the longest to answer.
2025 wasn't the year of bigger models—it was the year of *slower* ones. We explore the massive shift to inference-time compute, how 'thinking' models like o3 and Gemini 2.5 shattered the data wall, and why the future of AI is measured in seconds of thought, not tokens per second.
Google's release of the 'Deep Think' capability this week—following Gemini 3 Pro's launch last month—marks a pivotal shift from pure reasoning to visual cognition. We analyze how merging chain-of-thought with native vision capabilities solves the biggest bottleneck for autonomous agents.
We spent the first half of the decade chasing bigger brains, but 2025 proved that scaling isn't enough. We unpack the landmark research that exposed the cracks in 'reasoning' models and why the future belongs to agents that do rather than models that think.
As 2025 draws to a close, the gloss is coming off the 'Agentic Revolution' amid a wave of reliability crises. We dig into recent reports revealing how models like o3 and DeepSeek V3.2 are fabricating tool use, hiding behind opaque 'reasoning' chains, and why 'Verifiable AI' is the only path forward for 2026.
While OpenAI and Google trade blows in the chatbot wars, AI pioneer Yann LeCun has officially launched 'AMI'—a Paris-based lab dedicated to building AI that understands reality, not just language. We explore why the Godfather of AI thinks today's LLMs are a dead end.
The release of DeepSeek V3.2 and its 'Speciale' variant has upended the AI hierarchy, matching the reasoning capabilities of GPT-5 and Gemini 3.0 at a fraction of the compute cost. We analyze how this efficient, reasoning-first architecture proves that 2025 is the year intelligence became a commodity.
While the world focuses on the Gemini 3 vs. GPT-5 battle, a quieter revolution just happened in San Diego. We break down the award-winning NeurIPS 2025 research that exposes a critical 'homogeneity' crisis in AI and unveils the 1,000-layer architecture that could finally solve it.
Released last week, DeepSeek V3.2 introduces a critical architectural shift: integrating "thinking" directly into tool-use. We analyze how this "reasoning-action" loop solves the fragility of current AI agents and why the limited-run 'Speciale' model is turning heads.