AI models typically learn by memorizing patterns, then researchers bolt on reasoning as an afterthought. A new method called Reinforcement Pre-Training flips this approach—teaching models to think during basic training instead.
Good Morning from San Francisco, Meta's AI app turned users into accidental exhibitionists. 😬 People shared medical questions, legal
Meta users think they're chatting privately with AI. Instead, they're broadcasting medical questions, legal troubles, and relationship problems to the world through a public feed that many don't realize exists.
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In a world drowning in digital notes, Capacities emerges as a breath of fresh air. Unlike traditional note-taking apps that trap your thoughts in rigid folder hierarchies, this innovative platform treats your notes as living objects - be they books, meetings, or people.
SAN FRANCISCO, Feb 20 - It's like giving your notes a personality and watching them naturally connect with each other. The magic lies in its object-oriented approach. Instead of asking "Which folder does this go in?", Capacities encourages you to think "What kind of thing is this?" A meeting note isn't just a document - it's an event that can link to people, topics, and follow-up tasks. This subtle shift in perspective transforms how we organize and retrieve information.
But what truly sets Capacities apart is its AI integration. Imagine having a conversation with your notes. The built-in AI Chat feature does exactly that, turning static information into an interactive knowledge base. Need to summarize a lengthy meeting note? Want to translate your book highlights? The AI assistant is there to help. Even better, it can automatically fill in properties of your notes, saving you from mundane data entry.
Since its 2022 launch, Capacities has been gaining traction among knowledge workers and productivity enthusiasts. The platform's fresh approach resonates with those tired of forcing their thoughts into folders. As PCMag notes, it "sits somewhere between a note-taking application and a database" - and that's precisely its strength.
However, it's not all smooth sailing. New users often find themselves facing a learning curve as they adjust to thinking in objects rather than folders. The platform also lacks some features that power users might expect, such as OCR capabilities and collaborative tools. The browser extension could use some work too, particularly in web content clipping.
Why this matters:
Most AI projects fail. The reason has nothing to do with the technology itself—and everything to do with a mistake 85% of companies make when implementing generative AI.
Two newsletters control what 2 million tech professionals read about AI every morning. Their founders went from zero to seven-figure exits in under 24 months. But only one dares to question the hype.
Born from an OpenAI exodus and backed by billions from tech giants, Anthropic is betting that ethics and innovation can coexist in AI. Their AI assistant Claude can read entire novels in seconds—but can they prove that safer AI is better AI?
Want to talk to Claude, Gemini, and GPT-4 without juggling 20 API keys? OpenRouter just made that possible - and developers can't stop smiling.
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