Vaibhav Temani (@VTemani) header
Vaibhav Temani (@VTemani) profile picture
Joined August 2018
Vaibhav Temani retweeted
Profound insight
1
6
67
2,882
Vaibhav Temani retweeted
The single best parenting lesson I ever received was through an interaction with my dad when I was 12. I’d tried out for this baseball all star team. The coaches called to say they were taking 16 players and I was the 17th on the list. I didn't make it. I was devastated. It was my first real experience with a failure. I went to my room crying. My dad walked into my room and sat next to me. He said: "I know you're upset. I get it. But here are the three things the coaches said you needed to work on. Let's go out every day this summer and work on them together." And we did. He took me out to the local field damn near every single day that summer. He’d get home from a long day of work and I’d be waiting with a bucket of balls, bat, and glove. We’d play until it was too dark to see. At the time, I didn’t think anything of it. Now, as a parent myself, I realize the energy it required for him to come home and do that, day after day. I came back the next year a completely different player. Years later, when I got a scholarship to play at Stanford, I still thought back to that summer as the turning point. It took me having my own son to realize the parenting lesson in all of this. My dad had two options in that moment: 1. Tell me the coaches were idiots. They were wrong. They made a mistake. I was the best player. 2. Acknowledge my disappointment. Reframe it as a growth opportunity. Support me to go after it. It would have been easier to choose Option 1. I would have been happier to hear it. But it would have had a lasting negative impact on my life. There was a big difference between what I wanted to hear and what I needed to hear. My dad subtly reframed that failure as an opportunity. Then he showed up to help me capitalize on it. He handed me my agency in that moment and made sure I never let it go. I'll never forget that. Today is his 71st birthday. I couldn’t be more grateful for the life and legacy he’s created. Happy Birthday, Dad. I love you.
196
358
39
5,419
218,273
Vaibhav Temani retweeted
Today we are revealing how GTO Wizard AI computes ICM for large tournament fields, and publishing our proprietary algorithm, free, for everyone. Traditional ICM calculators top out at a few dozen players. In 2024, we showed that ICM for thousands of players can be computed in seconds, a problem academia still considered intractable. We are sharing it because we believe in contributing to research, and because we want others to build on it, in poker and well beyond it. The same math applies to ranking problems in many other industries. Behind GTO Wizard is a team of researchers and scientists who built the state-of-the-art poker AI and work closely with @MIT and other leading universities around the world, from guest lectures to joint research. This problem was cracked by the brilliant Wataru Inariba (@b_inary). Wataru, thank you for your outstanding work. Read the full paper on arXiv 👇 arxiv.org/abs/2610.06028
6
32
14
177
62,001
Vaibhav Temani retweeted
The real question is could you handle Adrian Mateos to your left 3-betting you relentlessly, check-raising your cbets constantly, 2x-pot shoving rivers, then when you finally get a hand, he finds the miraculous fold? I don’t think so
could you handle me? 🖤
22
40
2
1,062
119,796
Vaibhav Temani retweeted
Scientists confirmed humans are not born afraid of snake. The fear is taught.
1,369
4,121
1,061
60,209
4,703,639
Vaibhav Temani retweeted
The Myth of “Love Learning” People often ask me how to get better at chess. My answer is almost the opposite of what people expect. You don’t have to love learning. In fact, if you wait until you love the process, you’ll probably never become very good. We romanticize improvement. We imagine great players waking up excited to study endgames, analyze losses, or memorize opening lines. Sometimes that’s true. Most of the time it isn’t. Improvement is often boring. The difference between an amateur and a professional isn’t that the professional enjoys every minute. It’s that they keep going when they don’t. People say children are fearless learners. I’m not so sure. Children quit things constantly. Piano. Swimming. Languages. Football. Chess. They usually continue only because someone else insists they do. Parents. Teachers. Coaches. Discipline often comes before passion, not after. The same is true for adults. We tell people to “follow your curiosity.” That’s wonderful advice if curiosity happens to last. Usually it doesn’t. Every meaningful skill has a point where curiosity runs out and routine takes over. That’s where improvement actually begins. Chess certainly did not always feel like play to me. There were tournaments where the last thing I wanted to do after six hours of defending a miserable endgame was analyze another five hours. There were openings I studied not because they fascinated me, but because my opponents forced me to. There were positions I analyzed simply because they were objectively important. Not because they were fun. Because they needed to be done. People often criticize schools for asking the wrong questions. But there’s another side to that story. If everyone only studied the questions they found interesting, most people would develop huge blind spots. Sometimes someone else knows what you need to learn before you do. Nobody is naturally curious about tax law before becoming an accountant. Or anatomy before becoming a surgeon. Or rook endings before losing enough of them. External structure isn’t always the enemy of learning. Often it’s the bridge that gets you to the point where genuine curiosity develops. The biggest obstacle isn’t fear of looking stupid. It’s our addiction to doing only what feels rewarding today. Modern life gives us endless opportunities to switch the moment something becomes difficult. A new opening. A new productivity system. A new app. A new hobby. Very few people simply keep doing the same useful thing for years. That’s the superpower. So when people ask how to improve at chess, I don’t tell them to fall in love with learning. Love helps. Curiosity helps. Being willing to fail helps. But none of those are reliable. Build habits that survive the days when none of those feelings are there. Because mastery isn’t built on motivation. It’s built on showing up after motivation has left the room.
104
367
77
2,589
250,600
congo goalie is a beast! #engvscro
1
76
Vaibhav Temani retweeted
I’ve said it before and I’ll say it again: the secret to understanding poker is experimentation. Most people lose curiosity once they’ve built a framework that seems "good enough". They stop testing assumptions. They stop calibrating. They fall back on using their existing worldview to explain what they see, rather than using what they see to update their worldview. (This applies to most things btw) nitter.gq/tombos21/status/204738…
Yesterday I asked how much wider SB should cold-call if BB can’t squeeze. Most of you thought the increase would be significant. Surprisingly, SB only cold-calls 2% wider with the threat of a squeeze removed! 3-bet% didnt' change, and EV only increased by ~1 bb/100.
6
1
63
7,534
Vaibhav Temani retweeted
If you want to understand why GTO does <the thing>, ask the solver how it could be exploited if it didn't do <the thing>
1
2
1
58
5,732
14th August 1990 Sunil Gavaskar to Tendulkar - If at the end of the career he doesn't get 15000 Runs and 40 Test Centuries I shall personally go and strangle him. 15921 Runs.. (921 more) 51 Test 💯.. (11 more )
The last time a fourteen year old showed such prodigious cricketing talent, it was Sachin Tendulkar — and we all know what became of him. What are waiting for? VaibhavSuryavanshi for India! @imAagarkar @GautamGambhir @bcci @sachin_rt
63
845
35
7,236
1,094,836
The most based father in recorded history.
1,509
11,672
1,124
95,043
1,083,917
Ball 1: England fielding Ball 2: Australia fielding
129
1,029
45
21,377
1,136,923
Vaibhav Temani retweeted
There is no greater test of a person's resolve than that at the intersection of gambling and competition. If your inner voice has even a whisper of victimhood to it you will be tried, exposed, and served up to those able to persevere.
15
13
3
163
23,466
Vaibhav Temani retweeted
I never invested in tech or AI boom directly… but you know me… I look at everything from the point of picks and shovels. Davis Sachs tweeted the below photo… FORD CEO vented his anger when he said that he has 5000 electrician jobs worth six figures but he can’t find them. Most people still think of “big tech” as software, apps, and social media. But the real tech story of the next decade is physical: •data centers •power grids •EVs and batteries •rail, ports, and shipping •fabs, refineries, and smelters All of them are: •capex-heavy •materials-intensive •brutally energy‑hungry That’s where today’s “invisible” bottlenecks sit: •copper, uranium, lithium, rare earths •permitting timelines measured in YEARS, not months •skills and engineering gaps no SaaS tool can instantly solve The result: •Margins in pure software are facing gravity. •Margins in “boring” real assets are quietly improving. •Nations are competing not on apps downloaded, but on megawatts, tons, and throughput. Investors obsess over code and clicks. States obsess over ships, mines, and megawatts. Over the next cycle, the market will be forced to reprice: •from virtual scalability to physical constraints •from financial engineering to engineering, full stop •from “move fast and break things” to “build slow and last decades” Software won’t disappear. But the balance of power is shifting toward those who can marshal: •energy •metals •manufacturing •logistics at scale In a world of rising geopolitical risk and resource competition, the real edge is not another app. It’s owning, building, and controlling the hard assets the digital economy cannot run without. I am firmly of the view that for US to win this tech and AI race they need to spend more… lot more on physical infrastructure…
19
102
3
526
64,920
Takeaways from Gensol saga! #StockMarket
Here are key take-aways for investors from the Gensol Engineering Ltd scandal: 1. Don’t get dazzled by growth alone. Even though Gensol showed strong revenue growth, the underlying cash flows, asset base and debt structure were weak. 2.Check promoter behaviour. Heavy pledging of promoter shares, sudden reductions in promoter stake or unexplained share sales can signal trouble. Gensol’s pledging was very high. 3. Scrutinise governance & disclosures. Frequent changes in CFOs, independent directors resigning, large related-party transactions, and lack of transparency were red flags. 4. Watch for aggressive financials and opaque metrics. Pre-orders without binding contracts, large order announcements that don’t convert, mismatch between assets claimed and real activity. Gensol announced large EV orders but manufacturing seemed minimal. 5. Follow lenders and rating agencies. A downgrade to rating from credible agencies signals serious distress. Gensol’s rating dropped.
1
155
No! checkout the results :)
unavailable
1
1
15,248
Vaibhav Temani retweeted
1983 inspired an entire generation to dream big and chase those dreams. 🏏 Today, our Women’s Cricket Team has done something truly special. They have inspired countless young girls across the country to pick up a bat and ball, take the field and believe that they too can lift that trophy one day. 🏆 This is a defining moment in the journey of Indian women’s cricket. Well done, Team India. You’ve made the whole nation proud. 🇮🇳 💙
948
13,920
196
127,762
1,278,920