
PhD, @MIT. BTech, @iitmadras. AI, ML, Climate, Upskilling, Education. Views are my own.
Bengaluru, India
Joined September 2009
- Tweets3.4K
- Following789
- Followers3K
- Likes5.1K
For almost all X and LI interactions, I feel like saying Suraj’s dialogue about Murthy Annan: “He didn’t use the elephant, nor did he strike the king. Yet, how confidently he made the move and say impresses me” from Jailer 2.
Actually there is another angle to this story. If rich states keep all their winnings and grow, then it is a problem for them unless border control is put in place. Redistribution and quick growth of poor states is essential.
You know that VB is fast because they get priority over other trains. Of all trains are VB, nobody gets priority on our congested network @cvkrishnan sir
Deepak Subramani retweeted
Yup, it's the new form of performative busywork.
“At the end of the day, most people just want smart, hardworking people that are fun to work with and aligned with the mission. Of course there needs to be alignment in skillset, but I think AI is the great democratizer that makes that less relevant” AGREE
I used to refuse to do Leetcode interviews out of principle. I thought they were stupid, and I'd rather build. In hindsight I left a lot of money on the table by being so principled, but I never struggled to find work. I even took a year and a half off once to travel the world, and when I decided to get back to work it only took me 3 weeks to secure a remote job that allowed me to stay abroad in Asia (this was before COVID when remote was still uncommon)
Then in '24 it was clear to me that the market was no longer what it used to be, and was only going to get worse (don't forget at the time everyone was claiming this is all temporary). I swallowed my pride, moved to SF, and grinded my Leetcode like a good little monkey. 500 questions later I secured an offer at Meta. I felt like I'd slid into the garage just before the door shut.
Now in '26 coding has been automated, but most companies still do coding interviews. Never before have coding interviews been more removed from reality, and I've personally lost all motivation to prep for them. Many if not most companies will probably inevitably phase them out within the next year or two, but then the question becomes - what will they replace them with? If companies are replacing them with AI-enabled HackerRank/CodeSignal interviews, I wouldn't consider that an improvement based on those interviews I've seen.
IMO all interviewing is flawed. At the end of the day, most people just want smart, hardworking people that are fun to work with and aligned with the mission. Of course there needs to be alignment in skillset, but I think AI is the great democratizer that makes that less relevant than ever. If I were running my own company, I'd just find those people and give them work trials. All this monkey hoop jumping does nobody any favors, and is frankly demeaning. It's always been that way and we've all known it, but now it's finally gotten so absurd that the tide is finally shifting.
Maybe because I’m an ESL speaker, I find agent English easier to understand and not the rewrite as given by @sh_reya
I guess this is the only way going forward. Shortlist on the basis of resume is impossible. Direct walk in is as good as a shortlist from AI generated resume
Deepak Subramani retweeted
I think voter apathy or long weekend is a very small problem compared to the data errors that have a very high probability and plausibility. The attack on hard-working tech bros who may have taken off to a resort after voting at 7 am is uncalled for.
Reminder to everyone about my post after lok sabha turn out. Bengaluru SIR was very much needed.
I agree
Winter is coming for publish-or-perish research.
People often ask, what’s the point of doing traditional research anymore.
I think we are entering a new era of research.
The era of doing research for publications and incremental improvements is fading. The era of research that creates real-world impact will take over.
We went from Agentic AI yeay to extreme fear in 2 days?
Helpful prompt about what to do if the internet goes down due to a global cyberattack/AI swarm.
This seems less insane with every passing day.
I also bought myself the SAS Survival Guide, which is essentially a bush manual for almost every imaginable outcome.
Money
- Keep cash at home, about two to four weeks of essentials, in small bills.
- Write down your bank, credit card and insurance account details and phone numbers on paper.
Information and contacts
- Print a contact list with family, close friends, neighbors, doctors and the kids’ school.
- Agree on a family meeting point and plan in case phones are down, such as “if we can’t reach each other, meet at X by Y time.”
- Export and print or save offline anything business-critical.
- Download offline maps
- Keep paper copies of passports, IDs, insurance cards and prescriptions.
Communication
- Get a battery or hand-crank AM/FM/NOAA radio, which will be your main news source.
- Consider a pair of walkie-talkies or GMRS radios for the family.
- Keep a landline-style backup in mind. Most “landlines” now run over the internet, so don’t count on yours.
Power
- Keep power banks charged, plus a solar charger or a larger portable power station.
- Have flashlights, headlamps and spare batteries.
Water and food (aim for 2 weeks)
- Store about 1 gallon of water per person per day. In a high-rise this matters most, because building water pumps need electricity.
- Stock shelf-stable food the kids will actually eat, plus a manual can opener.
- Keep a camping stove with fuel for outdoor or ventilated use only, or no-cook foods.
Health
- Keep at least a 30-day supply of any prescriptions.
- Have a first aid kit, OTC basics like pain relievers in children’s doses, and hygiene supplies.
Home and offline life
- Learn how to manually open anything electronic, such as smart locks and the building’s garage or entry.
- Keep a paper copy of the building’s emergency procedures and super’s number.
- Download offline entertainment and learning material for the kids: books, games, art supplies.
- Get to know a few neighbors, since local community becomes your network fast.
Digital hygiene (helps before and after)
- Back up photos and documents to an external drive kept offline.
- Use strong, unique passwords with 2FA, and keep printed recovery codes for key accounts.
All these security vulnerabilities tell me that agentic coding is absolutely necessary. Human “hand typed” code has a lot of problems.
IPO here we come
OpenAI models helped researchers—operating as part of our Patch the Planet initiative—discover critical security flaws in PHP, an open-source programming language used to run an estimated 70% of websites.
Over the past two months, we led a coalition of maintainers, researchers, and security providers to prepare fixes and protections ahead of disclosure. This duration was necessary because the fix was quite intricate and required a major change to the PHP engine. Every site using PHP can now safely upgrade their version to stay secure, in addition to applying mitigations from various security vendors.
Due to the severity of these flaws and PHP’s widespread use, we consider this bug to be one of the most impactful vulnerabilities in recent memory. It also marks a new phase, where AI can find security bugs with internet-scale impact.
This is an example of the Defender’s Window in action: to our knowledge, frontier AI was able to find this vulnerability ahead of attackers, giving defenders time to prepare.
openai.com/index/coordinated…
Even with inflation adjustments and high theatre share, other language and overseas, Jailer 2 will be the biggest revenue Indian movie. Rajni movie done right. Whatte man, Whatte brand, Whatte movie
Thalaivar nirantharam. first half high. Back to childhood high of superstar. Can’t believe he is simply the (only?) mass star across generations.
Deepak Subramani retweeted
Everyone wants to have solved a hard problem, but almost nobody wants to live inside the grind of actually solving it. The breakthroughs belong to the few who are obsessed with the process, not just the idea of the outcome
Too much truth

















