Sublime
An inspiration engine for ideas

AGI will be commoditized but ASI will not
No lab will build ASI
The first to produce a network of sovereign, high variance brains will
It just happens to be our arc
If you thought the internet was big, wait till you see what a... See more

I don’t find Amodei’s "country of geniuses in a datacenter" view particularly insightful. It focuses too much on narrow applications—ways that AI can be applied to specific problems in biology or neuroscience.
The Industrial Revolution wasn’t driven by progress in one industry alone. Simultaneous and complementary... See more

Here are the 5 AI niches I would pick if starting today:
1. B2B CompanyGPT Interface
2. ETL for Retrieval-As-A-Service
3. AI Characters
4. Unstructured to Structured Data
5. Around The Org - Enterprise Edition
The breakdown of each one:... See more
o1 is more powerful than most people think!
Many people forget how important and powerful o1 is because they don't think about what's behind it. Basically, it is the assumption that earned Daniel Kahneman the Nobel Prize, namely the way we think.
Today's LLMs only have intuitive thinking, so-called system... See more
Chubby♨️x.com2025 ai stack:
claude: primary hub for all personal projects—health, wellness, finances, trackers, todo lists. main coding assistant (claude code). now experimenting with search.
gemini: fast google lookups, youtube/video summarization, generating google docs. generating images, & videos.... See more
signüllx.com

The surface contradiction between single vs. multi-agent, and trade-offs optimizing for their use cases (research being map-reducible while coding relies on upstream dependencies) suggest some form of optimizer.
Similar to SQL optimizers that push down filters before group-bys and torch.compile to optimize model... See more
Look, I can't tell why the world isn't freaking out about this right now. We're witnessing something monumental - AI hitting the top 10% of all programmers across every language out there. This isn't just another tech milestone; this is the dawn of what I call "cognitive hyper abundance."
Think about it - while these... See more
David Shapirox.com