Research

Academic AI breakthroughs translated into plain English. We read the papers, run the benchmarks, and tell you what actually works.

Everyone Thinks AI Makes Coders Faster. 22,000 Devs Say Otherwise. - AI-powered book insights and learning

Research

Jun 4, 2026

9 min read

Everyone Thinks AI Makes Coders Faster. 22,000 Devs Say Otherwise.

Uber burned its entire 2026 AI budget in four months with no measurable productivity gain. Amazon killed its AI leaderboard after engineers gamed it. The data from 22,000 developers says the thing everyone believes about AI coding tools is wrong: you feel faster, the system gets slower.

#Ai Coding Tools#Developer Productivity

Google Just Made AI Video 50% Cheaper. OpenAI Killed Sora. Here's the New Pricing Math.

Google launched Veo 3.1 Lite at $0.05/sec and cut Veo Fast to $0.10/sec — the same week OpenAI killed Sora. Here's the complete pricing comparison across every AI video generator.

#Ai Video Pricing#Veo 31 Lite

ARC-AGI-3 Just Broke Every Frontier Model. Humans Score 100%. GPT-5.4 Scores 0.26%.

ARC-AGI-3 is the first interactive reasoning benchmark where humans score 100% and the best AI — Gemini 3.1 Pro — scores 0.37%. The largest human-AI gap in any mainstream benchmark reveals that scaling alone won't reach AGI.

#Ai Benchmarks#Arc Agi

PsychAdapter: How AI Models Learn Human Personality Traits

PsychAdapter adapts LLMs to reflect human personality traits with 96.7% accuracy using less than 0.1% extra parameters. Explore the research and implications.

#Psychadapter#Research

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