I put my heart into this one, & I hope you'll spare a few minutes of your day to listen.
This is "America, Stand Up."
The clips in the video are not mine; however, I did the best I could with what I had.
I hope you like/share it with those who might like it.
(@Justin_Gaethje)
Introducing SubQ - a major breakthrough in LLM intelligence.
It is the first model built on a fully sub-quadratic sparse-attention architecture (SSA),
And the first frontier model with a 12 million token context window which is:
- 52x faster than FlashAttention at 1MM tokens
- Less than 5% the cost of Opus
Transformer-based LLMs waste compute by processing every possible relationship between words (standard attention).
Only a small fraction actually matter.
@subquadratic finds and focuses only on the ones that do.
That's nearly 1,000x less compute and a new way for LLMs to scale.
🚨 OpenAI 's own engineers just showed how to actually use OpenAI Codex properly.
60 minutes. free. built by the people who contribute to made it.
watch the masterclass. bookmark it.
worth more than every $900 coding course you almost bought.
you’ve been using Codex like a simple coding tool…
while it’s actually a full software engineering system.
watch this, it could the best 62 minutes of your life:
The creator of Claude Code teaches more about vibe-coding in 30 minutes than most tutorials do in hours.
Save this — it'll change how you build forever.
I received a strike on TikTok for posting this video.
It was flagged under civic and election integrity as “misinformation”…
Which further supports what my educational video on Color Revolutions explains
AI is getting out of hand 🤯 - Part 2
AI video tools like Veo 3 have been a huge hit on social media, allowing people to create surreal videos.
10 wild examples:
1. Hold The Door - fullwarp/IG
@ScottPresler A REAL ID is a complete pain in the ass for someone who's moved away, been married and divorced and married again.
I'm never getting one.