Stop everything! The AI world is experiencing a structural shift, often hailed as the "Sputnik Moment" for the industry. This episode breaks down how the small team at Poetiq achieved State-of-the-Art (SOTA) performance on the ARC-AGI-2 benchmark, hitting a verified 54% accuracy. This landmark score decisively surpasses the previous SOTA of 45% held by Gemini 3 Deep Think. The breakthrough is profound because it proves that intelligence can be decoupled from model scale. Poetiq did not trai...
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Stop everything! The AI world is experiencing a structural shift, often hailed as the "Sputnik Moment" for the industry. This episode breaks down how the small team at Poetiq achieved State-of-the-Art (SOTA) performance on the ARC-AGI-2 benchmark, hitting a verified 54% accuracy. This landmark score decisively surpasses the previous SOTA of 45% held by Gemini 3 Deep Think. The breakthrough is profound because it proves that intelligence can be decoupled from model scale. Poetiq did not trai...
Why Anthropic’s Agent Skills Outsmart the Model Context Protocol (MCP) and Conquer #HiddenStateDrift Coaching
NovCog AI et al Podcast
15 minutes
2 months ago
Why Anthropic’s Agent Skills Outsmart the Model Context Protocol (MCP) and Conquer #HiddenStateDrift Coaching
In this essential episode for AI engineers and developers, we unpack Anthropic's Agent Skills, a groundbreaking modular architecture that is fundamentally changing how AI agents gain specialization and maintain efficiency. Skills are defined as organized folders of instructions, scripts, and resources that extend Claude’s functionality. They transform a general-purpose model into a specialized agent capable of handling complex tasks like Excel data analysis, PDF manipulation, or adhering to s...
NovCog AI et al Podcast
Stop everything! The AI world is experiencing a structural shift, often hailed as the "Sputnik Moment" for the industry. This episode breaks down how the small team at Poetiq achieved State-of-the-Art (SOTA) performance on the ARC-AGI-2 benchmark, hitting a verified 54% accuracy. This landmark score decisively surpasses the previous SOTA of 45% held by Gemini 3 Deep Think. The breakthrough is profound because it proves that intelligence can be decoupled from model scale. Poetiq did not trai...
