Flourishing TN

@aakashgupta Wonder what would happen if all proprietary AI builders (Claude, ChatGPT etc.,) provide limited access to Perplexity ? Will Perplexity's MOAT sustain it ?

Perplexity is a $20 billion company that built zero AI models. Their product sits on top of 19 models made by other companies. Claude for reasoning. Gemini for research. GPT-5.4 for long context. Grok for lightweight tasks. Nano Banana for images. Veo 3.1 for video. You write one prompt. Computer picks the best model combo for the job, spawns sub-agents in parallel, and runs the whole thing in a cloud sandbox while your laptop is closed. 400+ app connectors. Gmail, GitHub, Snowflake, Salesforce, Ahrefs, Shopify. Read and write access. One prompt can scrape your competitors, pull live financials from FactSet, query your data warehouse in plain English, and push a finished report to Google Slides. No API keys. No terminal. The enterprise usage data tells you where this is heading. In January 2025, 90% of enterprise tasks on Perplexity ran on two models. By December, no single model held more than 25% of usage. A new frontier model launched every 17.5 days in 2025. Each one brought different strengths. The era of picking one model is ending. Perplexity built none of the intelligence. They built the routing layer that makes the intelligence usable. Stripe didn't build the banks. Google didn't build the websites. The value is in making complexity disappear. Four of the Mag Seven already use Perplexity's search API in production. Every model provider is now building orchestration in-house. The question is whether the routing layer stays independent or gets absorbed. I wrote the complete guide to using Computer without wasting credits. 6 use cases, the prompt spec that controls cost, honest limitations. aibyaakash.com/p/perplexity-c…

@AlphaWizarDD Still SIP-ing BSE

@AlphaWizarDD I invested appx 3 lakhs during 2021/22 over SIP. The thing is, BSE was moving slowly until 2023/24. I ear marked it to exit but forgot. When I checked back, it was at good profit. Then I left it. encashed Rs 25 lakhs, still at a profit of Rs 31 lakhs with remaining investment.

BSE has moved up 100x from covid low If someone invested 1 lac around covid low, it would be 1 crore today. Anyone here holding BSE from low level? ...see more

@quxiaoyin 'No idea what my kids' careers be in 15 years': Ex-Meta PM shares 4 things that will matter more than degrees in AI era - The Economic Times share.google/E7bt1Au7uEvGpI… You're quoted in Indian News Daily.

I have kids. I work in AI every day. And honestly? I have no idea what their careers will look like in 15 years. But I know what will carry them through. First, and this might sound unromantic: make money and save it for them. We can debate educational philosophy all day, but the world is changing so fast that financial security might be the most practical gift we can give. Buy some gold bars. Seriously. Second, nurture their imagination. AI rewards people with initiative and wild ideas. The kid who daydreams, who asks weird questions, who wants to try ten things at once? That kid will thrive. AI can execute. AI can be disciplined. What AI can't do is dream up something nobody's thought of before. Third, build resilience. There are no more iron rice bowls (guaranteed lifetime jobs). Any stable, predictable job is exactly the kind of job AI will learn to replace. Our kids will likely switch directions many times in their lives. Learn something new, get replaced, pivot, repeat. It's more like being a hunter than a farmer. Schools don't teach this. Schools teach you to follow a linear path: high school, college, grad school, stable job. That linear path is becoming the most dangerous one. Last, invest in their ability to connect with other humans. Not networking. Not schmoozing. Real emotional connection. Building trust, offering support, making people feel seen. As AI handles more of the rational, analytical work, the human ability to genuinely relate to other humans becomes more rare and more valuable. I don't have all the answers. But I know that imagination, resilience, and genuine human warmth aren't going out of style anytime soon. #AI #Parenting #Education #FutureOfWork

@marlowxbt Claude asked me to stay away from Trading 😀 😉

I worked 6 months saving $4,200 to start trading. Lost it all in 3 weeks. Charts. Indicators. YouTube gurus. All garbage. Sat on my couch at 1AM staring at my empty balance. Opened Claude out of desperation. Not for trading advice. Just to vent. Typed: I just lost $4,200. I spent 6 months earning it. What should I have done instead? Expected: Trading is risky. Consider index funds. Claude: You should have never traded yourself. Find the highest win rate wallet on a prediction platform and copy every entry. One prompt would have saved you 6 months and $4,200. I stared at the screen. Then typed: Find me one. Right now. Claude came back in 9 seconds. kingofcoinflips. $685,585 profit. 2,803 predictions. Joined August 2025. → Wallet: polymarket.com/profile/%40kin… 2,803 bets. $685K. Seven months. Username says coinflips. Not a single coin flip. I had $380 left in my account. Everything I had. Put it all in. Copied 3 positions that night. Didn't sleep. Morning. $380 → $614. One week later. $614 → $1,100. The same screen that showed me -$4,200 now shows +$720. Same phone. Same couch. Different question. I spent 6 months saving. 3 weeks losing. And one night asking the right question to the right AI. 90,500 people watch this wallet. I found it at 1AM on my worst night. Best thing that ever happened to my portfolio was losing everything first. $4,200 lost learning to trade. $720 made learning to copy. The second lesson was cheaper.

@kirubaakaran Master class

In normal markets, you have time and clarity. Geopolitical risk takes both away at the same time. Less time to act, more ways it can go wrong. This is the part most traders get wrong. They try to predict the headline. Will there be a ceasefire? Will sanctions hit? Will talks collapse? That is not your job. Your job is to survive the volatility that follows, no matter which headline prints. When tensions rise, price moves before confirmation. Markets do not wait for the official statement. They price in fear, hope, and uncertainty all at once. By the time the news hits your screen, the candle has already moved. If you are reacting to headlines, you are already late. This is why gap risk becomes your biggest enemy during geopolitical events. You go to sleep with a position that looks safe. You wake up and the market has opened 2% away from your stop loss. Your stop never triggered. Your risk management plan just failed, not because it was bad, but because gaps do not care about your levels. So what do you actually do? First, reduce leverage. This is non negotiable. The same position size that feels comfortable in a normal market becomes a ticking bomb when overnight gaps are on the table. Cut it down before the market forces you to. Second, think in scenarios, not predictions. Instead of saying "I think the market will go up because talks are progressing," say "If talks succeed, price likely gaps up to X. If talks fail, price gaps down to Y. If nothing happens, we chop sideways." Then position yourself so you survive all three outcomes, not just the one you are hoping for. Third, plan for gap risk explicitly. That means either reducing overnight exposure, widening your stops to account for realistic gap levels, or simply sitting out. There is no shame in being flat during chaos. Cash is a position too. The traders who blow up during geopolitical events are not the ones who got the direction wrong. They are the ones who sized too big, held too long, and assumed the market would give them a clean exit. It never does. Your edge in these moments is not information. Everyone has the same Twitter feed, the same breaking news alerts, the same Telegram channels. Your edge is discipline. Smaller size, wider scenarios. Survive first. Profit later.

@rajuscisa @sumanthraman @Venyre95 @INCIndia @RahulGandhi @SavukkuOfficial ...sounds logical

@sumanthraman @Venyre95 @INCIndia @RahulGandhi @SavukkuOfficial told this 6 months ago. They did this ensure the poor Vijay doesn’t join AIADMK alliance. Both DMK and Congress achieved their objectives. Poor Vijay.

What an absolute bunch of idiots.. All that posturing for almost one month was for 3 seats?? @INCIndia has just written itself off in Tamil Nadu politics. It will take years to live down this disastrous decision. @RahulGandhi has a knack of taking wrong decisions and he's done so again. If DMK alliance wins, the Congress gets zilch out of this deal. And in the elections, even if DMK does well, Congress isn't likely to. If they get 12-15 MLA's this time it will be a huge achievement. Dummy MLAs who will thump the tables for five years. Clowns.....😀

@_InfoGram_ @grok is this data genuine?

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@AlnishaArora How much is subscription fee ?

Indian traders, this is for you!

@btcedusupply @im_inba1 Please consult a Doctor. No Siddha, please!

@im_inba1 My Hba1c is 7% Bp 133 /86 Weight 96Kg Height 173cm I walk for 1hr daily (every 3days 1day break) Please suggest me Sidha Medicine for ISTAMET 50 / 1000 🙏

முடக்கு வாதத்திற்கு எனது ஆலோசனை மருத்துவர் சரண்யா அர்ஜுனன்

@busyrabbit_ @Nithin0dha Was it because there was no buyer?

@Nithin0dha Whenever things go wrong Zerodha first go down making investors commit sucide only due to your platform doesn't let them exit I'm one of them, reached to your customer care after 30 min but still can't exit my position. Shame on you, fix your platform instead of giving gyan

As a broker, there are rare days when risk management simply doesn't work, when markets move so violently that traders lose more than their entire initial margin. When this happens, both the trader and the broker are sitting ducks with no way out. Yesterday was one of those days in commodity markets. All major metals hit lower circuits—the maximum they can move in a day. Silver crashed 30%, Gold 15%, and others followed. Btw, Natural gas was on an upper circuit. In our 16 years of operations, we've only seen something like this once before: when Crude oil closed at a negative price during COVID. But that was just one commodity, and commodity trading wasn't nearly as popular as it is today. What happened in commodities yesterday can happen in equities too; we saw it in 2008. The lesson is simple but critical: only trade with money you can afford to lose. You can trade successfully for a decade and lose it all in a single day if you're not properly managing risk. There's no margin call, no exit opportunity when markets gap through circuits like this.

@msknetin Is that yours ? How do you beat to see so much losses ?

Looks like Big Bullion Bull days are over today... #Gold #Silver #Metals

@gokula15sai @sureshsambandam

What a wisdom, man! “Any education system … that has to have a private tuition ….is defective”…. #LKY #Singapore #EducationMatters youtube.com/shorts/tBj4yii…

@ohcheepeng @Mr_Husky1 These days….hard to believe any stories in social media

@Mr_Husky1 Nice story, ChatGPT.

My husband passed away from cancer half a year ago. In his final month, he desperately pushed me to divorce him, saying he didn’t want to hold me back. But I flat-out refused, and we argued fiercely about it several times. What haunts me most is the day he left—I raced to the hospital, speeding all the way, but still arrived ten minutes too late. These past six months, I’ve often broken down, convinced that he must have resented me—for not listening, for being too stubborn, for not letting go. I felt he punished me by not letting me see him one last time. A while ago, I came across a psychology teacher on Facebook and, on a whim, reached out to her. After reading my story, she stayed silent for a long time, then said: “He didn’t hold any grudge against you. He just couldn’t bear to see you cry. Look for the notebook he kept in his hospital room—the answer you need is in there.” I was stunned. That notebook was where he recorded his treatment journey. I thought it was just medical notes and never had the courage to open it. Back home, my hands trembling, I flipped through it and found a folded letter tucked inside. The handwriting was shaky and uneven: “My love, I pushed you to divorce because I wanted you to have an easier future. But deep down, when you refused, I felt so relieved. Thank you for not leaving me, thank you for staying by my side through this battle. I was afraid seeing me take my last breath would haunt your dreams, so I slipped away while you weren’t here. I’m sorry I couldn’t stay with you till we grew old.” Reading it, I cried until I was sick. He never hated me. He loved me all along. That night, I dreamt of him for the first time in so long. He came over, gently touched my head, and wiped my tears. When I woke up, my pillow was soaked, but that tight knot inside me—it finally came undone. Thank you, my love. And thank you, teacher. 🙏

@VinodSharma10x I’m bookmarking this tweet to read as often as I could!

In 2025, I started coding again after 12 years. I built multiple applications. Careerleap GoalSetting PartTimeFounders SaaS Founders Hub None of them got traction. But they led me somewhere unexpected. They helped me find my cofounders. Together, we built Jivro and Scancook. Then we pivoted to Sucana and stayed focused. My biggest learning in 2025: Don’t wait for the best idea. Ideas are like gems in a jar. You can't pick the perfect one at the bottom without picking one from the top. When you pick one from the top, The next two reveal themselves. One thing leads to another. That’s exactly how it happened for me. Think about driving at night. You can only see about 200 meters ahead. But by the time you drive those 200 meters, the next 200 appear. You don’t wait for the whole road to light up. You trust the movement. That’s how MVPs work, too. You start with a small idea. Your first 200 meters. Then, real users and real feedback Give you clarity for the next 200. As 2025 comes to a close, If you take one piece of advice from me, it’s this: Stop waiting for the perfect idea. Pick an idea. Start working on it. Ship something small. Pay attention. Look for signals. Listen to feedback. One thing will connect to the next, And over time, your path will become clear. If you’re building something, I’d love to hear what you’re working on.

@VinodSharma10x You are an inspiration

…here it goes! @10:42 of this video, @realDonaldTrump is wanting to take control of Greenland @GreenlandMFA some 4 years back; renewed vigour? Will the world quietly watch of ramification of environmental disaster? youtu.be/sxRdKRORYoA?si…

@karthik2k2 Love it, Dr @karthik2k2

Anand Srinivasan gives financial advice on social media. I happened to watch some of his videos. His central theme is simple- fiscal discipline, frugality and delayed gratification. He seems to advocate for austerity and minimalism as strategies for personal finance. Save before you spend, don’t waste money on liabilities, but instead get assets and so on. I am no economist, so I don’t have much to say about his economics prowess. More than his advice , what struck me were the comments to his videos. Most of them are surprisingly caustic. Some even abusive. Others body shame him for being obese. It appears like no one wants to listen to unpleasant stuff or a call for moderation. Instead of seeking reality, most try to abuse the man for disturbing their “version” of reality. I wonder if he would have been called an economic messiah if he had said, “Make a quick buck by any means and live as you like”. Our society’s Bohemian instincts sustain the mad consumerism we have become used to. He has an ‘in your face’ way of saying things. I wonder if is his content or delivery which causes such negative reactions. Perhaps both. As doctors, we face this same problem too. We can tell the patient, “ change your ____ (diet, exercise, sleep, stress etc) “. If we do that, we run the risk of “offending” the patient. Writing a prescription and appreciating the patient for avoiding 5 jalebis at a time, is so much easier. As I grow older, I wonder if some people are simply not capable of discipline - fiscal or otherwise. Doctors, by definition, are high functioning individuals. You can’t become one, if you don’t have the capacity for tolerating unpleasant stuff for long periods of time (reading, casualty duties etc) in the pursuit of higher goals. We are also used to delayed gratification. Consequently it is easy for us to underestimate how rare these traits are. Vitamin D deficiency ( D= discipline) is real. Any therapeutic regimen that depends on discipline or willpower , will eventually fail. Which is why we need to acknowledge it - first to ourselves. Then we can change our approach accordingly.

@Masterji_UPWale Booked marked it. Thank you

The hospital bill was ₹78 lakhs. A 10-day stay. Nothing exotic. Nothing experimental. The family was stunned. Instead of calling a lawyer or begging the billing desk, they uploaded the entire bill into an AI system and asked it to audit every line. The AI flagged duplicate charges, illegal code stacking, inflated consumables, and procedures hospitals aren’t legally allowed to bill together. Then it drafted a formal dispute letter citing exact compliance violations. No emotion. No arguments. Just facts. Three days later, the revised bill came. ₹21.4 lakhs. No negotiation. No “discount.” Just correction. #Lesson: AI’s real power isn’t chat or creativity...it’s leverage. Hospitals depend on complexity and silence. AI reads everything and misses nothing. The question isn’t Can AI do this. It’s WHY aren’t we all using it? Save this. One day it could save you lakhs.