I want to see such indian content creators being celebrated, way more than we do.
What an awesome way to remember formulas: Bam Bam Bhole , Sona Chandi Tole ๐คฉ
What if you could run 4 AI devs in parallel โ assign issues, review PRs, get CI results โ all from your phone?
I built two open-source tools that make this real. ๐งต
Commoditization of intelligence shifts value to efficiency. We've seen this before. When compute became commodity, value went to whoever got the most output per dollar. AI will follow the same path. But this time the constraint isn't just cost. It's power.
a google search = 0.3 Wh. a doorbell.
a chatbot reply = 3 Wh. a phone charge.
a reasoning chain = 40 Wh. running a TV for an hour.
an agent run = 175 Wh. running your AC for 30 minutes.
one person, one agent run, once a day. feels like nothing. 1 billion people doing that = 64 TWh a year. enough to power 6-7 million homes. more than New Zealand and Sri Lanka combined.
and when that 1 billion is headed to 8. at full scale that's 512 TWh. more than the entire UK uses in a year. just for AI thinking. not training. not cooling. not storing. just inference
nobody's worried yet because we're still in the free-sample phase. first hit is always free. get everyone hooked. make AI how you think, write, code, hire, decide. once it's baked into how work happens, you don't go back. nobody uninstalls electricity. Then the meter starts running.and when it does, the question won't be whose model is smartest. it'll be whose model gives the most intelligence per watt. because at civilization scale, AI isn't software. it's a new load on the grid. a permanent one. In the inference era the real competition will be tokens per dollar per joule. whoever wins that doesn't just run models. they will control how the world thinks.
we don't just need small models, we need an entire ecosystem built around best inference. chips, frameworks, serving, edge, all of it.
Singapore has many popular run segments. The lower segment from left to right is probably one of the most heavily run. This full loop is a cool 14 to 15 kms.. enjoyed by runners anytime day or night regardless of weather.
A pretty sunrise is usually a lead indicator of the hot day to follow.. decided to keep conservative and build base.. hydration support all through.. #SingaporeRunning always humid mostly hot