S R Raja

What if you could run 4 AI devs in parallel — assign issues, review PRs, get CI results — all from your phone? I built two open-source tools that make this real. 🧵

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.

Following the water this morning

Motion picture

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.

@gcmouli @yupp_ai @reve They yet need to learn.. no idly / vada sambar dip 😜

Asked for a Tintin style illustration of a Bangalore Darshini (gave the name in the prompt as well) on @yupp_ai. @reve is pretty good. Very realistic. Preserved the text (huge considering the current SOTA). Kind of fell-off on the dresses of the people in the frame - esp women. Random food in the plates. @NanoBanana Pro is good, but I didn't ask for Tintin to be in the frame. It did follow the prompt though to add that comic frame style caption on the top left. The food is awesome though. Dosa and idli in separate plates. What do you all think?

Kopi & Bun at the iconic Chin Mee Chin bakery in Katong with some great company! @srraja @pradeepbv

Training hard for fun. Not running any races. 🤩 #SingaporeRunning

Days are hot and humid bit whats gotta be done, gotta be done

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

Storm discounted run..

A push after long.. if you don’t then you won’t (know)

@PathreSidhesh @bhalotia03 This is a great story!

This is Abhishek Bhalotia @bhalotia03 , 2 years ago he came to me to loose weight and gain muscle, what started as a Fat loss journey turned into something special with me coaching him for Hyrox Mumbai 2025 and him beating me by 9 minutes!!!! What makes Abhishek’s journey special is that he is going through some tough situations in life, situations many would crumble in, but this man is a warrior, he showed up everyday and trained with intensity very rare people can. What makes his results so good is that he listened to each and every word i said, never deviating from it, no questions asked. His journey is an inspiration for us all who are in their fitness journey along with dealing the hardships of life.

@docyashvardhan Wow this is a real story. Work around pain and not through it. Isolations. I’ll take that!

🧵At 19, I was told to quit sports forever. Osteoarthritis. Two ACL tears. Meniscus damage. 40 kg Weight gain. Clinically depressed. Confidence shattered. But I didn’t give up. I came back. Here’s how 🧵

@cnha Oh my goodness! Glad you are safe!

On 14th of this month, I met with a terrible accident. My XUV was completely butchered by a truck (on the Bangalore-Chennai highway). The vehicle is gone. But I walked out alive. And that’s only because of the sheer structural strength of the machine (though the news in local WA group was that the XUV driver is dead :D ). In those few minutes waiting for help, I kept thinking: if I had been just 2 seconds faster, I’d have avoided the truck. But then, the accident would have 100% killed the Ertiga family (couple+ kid) driving behind me. They survived because my XUV absorbed the load. So yeah, thanks to @anandmahindra and the engineering team at @MahindraRise The xuv is gone (now being auctioned to scrap dealers by the insurance co). Of course, I now need to figure out my next one (my driving+podcast season 2 was supposed to start from next week / delayed till I figure this out). Feel free to recommend.

Hard leg day at the gym yesterday SCSM training run today at 4:30 FM pace Legs = destroyed

@drcharit @OmronIndia This is going to be exciting dr charit!

The single largest cause of death is going to be high blood pressure, even until 2050. Remember, 140/90 is not enough. Working with @OmronIndia, we will make a change in the lives of millions.

A double

After long

This is real stuff. Had heard stories about J M Baxi when I started my career with Arya communications in ‘94! No AI can replace this “Heavy”. History made indeed!