AI is Outsmarting Us

Quick Overview

The video reviews the author's 6 AI trend predictions for 2025, confirming success in areas like Small Language Models (SLMs) and AI surpassing humans in specific tasks like penetration testing, while noting that predictions around AI-driven electricity pricing and quantum computing were less fully realized or require more time.

Key Points: The author reviews their 6 AI trend predictions made for 2025, confirming several major shifts. The prediction that the industry would shift compute budgets from pre-training to inference-time compute (Prediction #1) held true, with models like Google's Gemini Diffusion showing massive speed improvements. Prediction #2 regarding the explosion of adversarial perturbations (like Glaze and Nightshade) due to artists fighting unauthorized AI training proved accurate, with tools hitting 6-7.5 million downloads. Prediction #3 that Small Language Models (SLMs) would drive mass adoption was validated by market data projecting the SLM market to hit $1 trillion by 2035-2040. Prediction #4 on Quantum Computing was partially validated by breakthroughs like Google's AlphaQubit demonstrating state-of-the-art error detection, though full practical QC viability remains a future goal. The prediction about negative electricity prices incentivizing energy use (like charging EVs) was validated, showing that small financial incentives can significantly alter consumer behavior. The author mentions reviewing other trends like AI agents outperforming humans in penetration testing (ARTEMIS model) and the development of conscious-like behavior in AI models.

Context: The video is a retrospective review by the content creator, Devansh, of his 6 AI trend predictions published the previous year for the year 2025. The creator assesses the accuracy of these predictions by referencing external articles, research papers, and recent developments in the AI field, framing the review as a way to check if his foresight was accurate and to provide value to his audience regarding where to focus their time and resources.