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AGI

Researchers propose a

5 min read

Researchers Want AI to Remember Like Humans—With a "Semantic Operating System"

Picture of Writing Team Writing Team: Nov 19, 2025 7:00:00 AM

A new research paper is proposing a fundamental restructuring of how AI systems handle memory and context. The concept: a "Semantic Operating System"...

AI Research AGI
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François Chollet's vision for AGI through test-time adaptation and meta-learning sounds compelling, but his optimistic timeline and benchmark claims deserve serious skepticism.

5 min read

François Chollet's AGI Vision Sounds Impressive But...

Picture of Writing Team Writing Team: Jul 8, 2025 8:00:00 AM

François Chollet, the AI researcher behind Keras and the Abstraction and Reasoning Corpus (ARC) benchmark, has laid out an ambitious vision for...

Commentary AI news AGI
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Apple's new research exposes the fundamental flaws in AI reasoning models, revealing why the AGI hysteria is premature when AI still can't handle basic tasks consistently.

4 min read

AGI - Apple's Reality Check on Silicon Valley's Favorite Delusion

Picture of Writing Team Writing Team: Jun 10, 2025 7:59:59 AM

Here's a fun party trick: next time someone breathlessly tells you we're "months away from AGI," ask them to explain why ChatGPT cited six entirely...

AI AI news Apple AGI
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10 AI Prompts That'll Actually Save You Time (Not Just Impress Your Coworkers)

Forget the robots-taking-over headlines. These 10 prompts will show you how to use AI for the boring stuff you actually need to get done—like writing emails that don't suck, brainstorming ideas when your brain is fried, and automating the repetitive tasks eating your day.

GRAB THE PROMPTS

Get Joy’s 10 go-to AI prompts