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Turns out, 'AI for everyone' was not the winning move | Understand AI for December 23, 2025 10 min read
Phil the Crow
¶.ai
UnderstandAI • Artificially Intelligent Tuesdays

Turns out, 'AI for everyone' was not the winning move | Understand AI for December 23, 2025

More AI everywhere doesn’t mean better results. Small teams of AI experts beat mass licenses. Attackers now use AI to run cybercrime at machine speed. Leaders can’t keep up. Tools still forget us. The winners? Focused expertise and hybrid AI, not AI everywhere.
Turns out, 'AI for everyone' was not the winning move | Understand AI for December 23, 2025 Read More
Copilot Now Speaks Fluent Google—Your Lost Files Are Saved | Apply AI for December 9, 2025 7 min read
Phil the Crow
¶.ai
Apply AI • Artificially Intelligent Tuesdays

Copilot Now Speaks Fluent Google—Your Lost Files Are Saved | Apply AI for December 9, 2025

This week's edition covers Microsoft Copilot's cross-platform search and memory features, ChatGPT's new voice-and-text integration, Google Gemini 3's coaching capabilities for students and creators, free ChatGPT access for teachers, and Claude's extended conversation threads.
Copilot Now Speaks Fluent Google—Your Lost Files Are Saved | Apply AI for December 9, 2025 Read More
Apps SDK Brings Custom UI to ChatGPT | Build AI for December 2, 2025 7 min read
Phil the Crow
¶.ai
Build AI • Artificially Intelligent Tuesdays

Apps SDK Brings Custom UI to ChatGPT | Build AI for December 2, 2025

This week's edition covers building custom interfaces in ChatGPT, Google's Veo 3.1 video generation with native audio, multi-turn agent evaluation, and monitoring agent reasoning.
Apps SDK Brings Custom UI to ChatGPT | Build AI for December 2, 2025 Read More

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Phil the Crow

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Taras Yanchynskyy

Human | Machine Learning Unicorn | Indie AI Engineer | Phronimos

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