Coded Virus

@law_ninja a fully autistic retard will become multiple domain expert in a day or two.

The most dangerous person in any industry right now is not the AI expert. It is the domain expert who learned AI. And almost nobody understands why. Let me explain. India produces roughly 1.5 million engineers every year. A huge number of them are now learning AI. Watching YouTube tutorials. Getting certifications. Building chatbots that talk to PDFs. LinkedIn is full of them. "AI/ML enthusiast." "Prompt engineering certified." "Building the future with Gen AI." Most of them are unemployable. Not because they lack technical skill. But because they lack context. They know how the tool works. They have no idea what problem to point it at. Now look at the other side. A CA with 15 years of experience who spent 2 months learning AI tools: he knows exactly where the pain is in an accounting workflow. He has felt it in his bones. He knows that the real bottleneck isn't the balance sheet. It is the 47 WhatsApp messages it takes to collect one client's documents and various OTPs. He doesn't need someone to explain the problem. He lived the problem for 15 years. When this person learns AI, something terrifying happens. He doesn't just optimize. He eliminates. A litigation lawyer in Kolkata who handles bail matters. She spent 20 years drafting the same kind of applications with minor variations. She learned Claude Code in 3 weeks. Now she generates first drafts in 4 minutes that used to take her junior 4 hours. Also, she can map evidence and find contradictions in the prosecution case that would have taken a team of 20 juniors without AI. She can even simulate how a judge may react based on a judicial profile model she creates of a judge. She didn't learn "AI." She learned how to give a machine the context she already had in her head. That is a completely different thing. The AI expert builds a generic document summarizer. Impressive demo. Works on anything. Understands nothing. The domain expert builds a bail application drafter that knows the difference between what Prosecutor A argues v Advocate B. Knows which judges want shorter arguments. Knows that the medical ground needs to be in the second paragraph, not the fifth. No AI course teaches this. No certification covers this. This is 20 years of courtroom experience compressed into a prompt. This is why the domain expert is more dangerous. The AI expert sees technology. The domain expert sees the bottleneck. And the bottleneck is where all the money is. Real example. A garment exporter in Tirupur. He processes 200 orders a week. Each order requires email parsing, PO data entry into Tally, production schedule updates, shipping documents, buyer follow-ups. Currently: 2 data entry operators. 8 hours each. 5 days a week. Errors constant. Follow-ups missed. Buyers frustrated. An AI engineer looks at this and says "let me build a custom NLP pipeline." The exporter's son, a 24-year-old commerce graduate who spent 6 weeks learning Claude Code, looks at this and says "Papa, I'll build you a system that reads your buyer emails and whatsapp queries, enters PO data into Tally, and sends WhatsApp follow-ups automatically." Not with drag-and-drop. With actual code. Written by AI. Guided by a kid who understands his father's Tuesday afternoon better than any engineer ever will. He didn't write the code himself. He described the problem to Claude Code and it built the connectors, the parsers, the integrations. In days, not months. Built in 3 weeks. Runs on a Rs 200 per month GCP server. No data entry operators needed. The AI engineer would have quoted Rs 15 lakh and taken 6 months to make something remotely usable. The commerce graduate did it for almost nothing. Because he wasn't solving a technology problem. He was solving his father's business. This is the pattern everywhere. And the tools available today make it absurd. Claude Code and Cursor don't just help you code. They build entire applications from a conversation. You describe what you want. It writes, tests, and deploys. The barrier between "I understand the problem" and "I built the solution" has collapsed to near zero. But coding tools are just the beginning. Look at what else exists right now: HeyGen and ElevenLabs. A single domain expert can now create professional video content and voiceovers in any language. That CA in Jaipur? He can create a client onboarding video in Hindi, English, and Marathi. Personalized. Professional. Without a camera, a studio, or a production team. Kling and Runway. Generate product videos, explainer content, visual demos. The Tirupur exporter can send his international buyers a product showcase video generated from photographs of fabric samples. No videographer. No editor. No 2-week turnaround. No filming budget. OpenClaw and similar AI agent platforms. Build autonomous agents that don't just automate a task but run entire workflows end to end. Client intake to document generation to follow-up. Without a human in the loop. Hermes and open-source models you can run locally. Process sensitive client data without sending it to the cloud. A law firm that won't put case files on ChatGPT can run Hermes on a local machine and get the same AI power with full confidentiality. This is the new stack. Not no-code drag-and-drop. Not Zapier. Not "if this then that." The stack is: AI that builds software + AI that creates content + AI that runs autonomously + AI that runs privately. And any domain expert can learn it. The doctor who learns this stack will build better diagnostic workflows than any health-tech startup. Because she knows that the real problem is not diagnosis. It is that patients lie about their symptoms, forget their medication history, and bring reports from 3 different labs in 3 different formats. She uses Claude Code to build a patient intake system. ElevenLabs to create voice-guided instructions in the patient's language. An AI agent to chase lab reports automatically. The teacher who learns this stack will build better learning tools than any ed-tech company. Because he knows that the problem is not content delivery. It is that a student who failed the last test is too embarrassed to ask a doubt in front of 40 classmates. He uses Claude Code to build a private doubt-clearing bot. HeyGen to create video explanations that feel personal. Kling to generate visual demonstrations of physics concepts that no textbook can show. The HR manager who learns this stack will build better hiring workflows than any recruiting platform. Because she knows that the problem is not resume screening. It is that hiring managers don't read the JD they approved, and then reject candidates for not matching a JD they never actually wanted. She uses an AI agent to align JDs with actual team needs before posting. Claude Code to build a candidate evaluation system tuned to what actually predicts success in her company. Domain knowledge is the moat. This new AI stack is the weapon. The combination is unstoppable. Here is what this means for you. If you are a domain expert in any field, your 10 or 15 or 20 years of experience just became the most valuable asset in the market. Not less valuable. More. Every frustration you had. Every broken process you complained about. Every time you said "there has to be a better way." That was training data. Your training data. You don't need to become a programmer. You don't need a CS degree. You don't need to understand transformer architectures. You need to learn the new stack: 1. How to talk to AI and get what you want (prompting): 2 weeks 2. How to build apps and tools with Claude Code or Cursor: 3-4 weeks 3. How to create content with HeyGen, ElevenLabs, Kling: 1-2 weeks 4. How to deploy AI agents that work autonomously: 2-3 weeks 5. How to read a business process and map it: you already know this The entire stack. Under 3 months. No CS degree. No coding bootcamp. The AI experts are competing with each other. Fighting over the same startup jobs. Building demos that impress other AI experts. The domain expert who learns this stack has no competition. Because nobody else has their context. The CA who builds his own practice management system with Claude Code. The lawyer who runs case research on a local Hermes model with full confidentiality. The factory owner's daughter who creates multilingual buyer presentations with HeyGen and closes international orders her father never could. These people are not on AI Twitter. They are not posting demos. They are not collecting certifications. They are quietly making themselves irreplaceable. The most dangerous person in any room is not the one who knows the most about AI. It is the one who knows the most about the problem. And just learned enough AI to solve it

@hkarthik give the tools to a AUTISTIC Retards. the difference will be huge

Some of them are starting to recognize their AI psychosis. I was on a call last week where an Eng Director said they were lacking sleep for many days and had agents running tasks overnight. After a solid night of rest, they realized the agents had produced about a weeks worth of slop and they erased all of it.

@aparanjape this time those skills are NOT required

Agree Vijay. I did see many rounds of brutal layoffs in the early 2000s (post dotcom crash), at the company I was working. Though I wasn't personally impacted, many friends were affected. All of them came back strongly with better options and careers - just a few years later.

@imabhi2501 @btarunr australia....ONLY THe fittest survied there. were literally transpoted there to die

@btarunr Westerns walk a lot, our public health crisis could be mitigated if govt just makes decent pavements.

They are healthier because they work out like animals to burn all those calories, not because their chocolates lack some stupid chemical.

@Rezang_La most people get used to of the lifestyle

If you are 45 and working at Oracle and don’t have financial security for atleast a year, you don’t deserve to work at oracle.

@KhareApurv whats wrong in it ?

33 years 😮 Damn #OracleLayoffs

@razibkhan no..It was the bristish who told mullah they ruled over hindus. Literally made them martial race.

the mughals have not fallen out of the consciousness of india at all. the left/muslims lionize them. the right/hindus revile them

@ramamoorthy_h 9/11 was funded by ISI... next because of india he was sacked. Each and very aq top leadeers were killed in Pakistan Air lift of evil.... alll AQ top members were air lifted by America. I know pagans are studid... but itna bhi nahu people telling this are retards.

United States continuing as a single political and economic entity is a threat to the whole world, esp Canada and Mexico. Europe slowly realising it now. Next attempt from rest of the world is to divide US into manageable entities and removal of USD as world's reserve currency.

@milsoded @KrishnaAnand_ @VishalBhargava5 The above guy is NOT talking abt SRA projects... Atleast where I stay (shivaji park) 90% are not SRA. We literally begged for redevelopment

@KrishnaAnand_ @VishalBhargava5 its basically any SRA project only gets sanctioned by SRA authorities if aspect is your partner. modus operandi is, independent SRA projects get stuck in red tape. as soon as aspect is your partner, files start moving with speed. its just contract and deals. no boots on ground.

Aspect Realty: The Builder who has made a stunning presence in Mumbai real estate in quick time - purchases a ₹200 cr home in Oberoi 360 West, Worli. If the dynamics don’t change - Aspect will be a top 5 player in Mumbai real estate by 2029.

@AarthiScans @PrawinGaneshan @saadhisaakadai I come twice monthly to get tests at ghatkopar (e). I was just commenting in general. Ur lab had ai scan ahead of its time

Clarification- The company management has 3 radiologists as directors. We have a team of 230+ in-house radiologists who work with us. We have employed 8 Radiology AI tools for the last 4 years now. We can tell confidently AI cannot give a complete correct report still. Radiologists need AI as a copilot to do the manual work. Not as a replacement

Pvt hospitals and clinics also discredit Aarthi scans by saying they are not elaborate in their reports

@AarthiScans @PrawinGaneshan @saadhisaakadai Update the llms if possible....they are different beasts now. Also 3 radiologist are not needed.

Lower pricing does not mean compromised quality sir. Our company is run by 3 Radiologists, so quality is something we work on day in and day out. A few clarifications from our side: - Our MRI and CT scan prices are 40-50% lower. Blood Tests prices are 50% lower for basic tests and 20-30% lower for advanced tests. - We use only new 1.5 Tesla MRI machines imported from Siemens (Germany) directly. No refurbs or third party vendors. We experimented with a 3 Tesla machine also - found that the benefits don't justify the cost of the machine. 99% of use cases are solved by 1.5T itself. - Yes, We don't pay commissions. This brings our price lower. - Since we charge lower prices - Many ppl wrongly assume we compromise on machines or reporting. We don't. We have proved our quality again and again everyday. All our CT & MRI scans are double checked by 2 Radiologists. All our Xrays go through AI + Radiologists so as not to miss any findings. - All our 10 Labs are NABL accredited. We have 11 NABH accreditions also for our imaging division, planning to become the first national chain to be fully NABL and NABH accredited in the next 2 years.

@harrysargodhia1 @yajnadevam Yes....he is like the white who has never experienced hindu lifes but thinks knows better because hindus are stupid pagans. Also all his genetic studies are limited to 1800 british timeline

@yajnadevam This guy has said very hateful things abt Hindus and brahmins in the past. His opinions can be outright rejected.

Dravidian has no words for the geography of sindh. Nor any flora fauna. Nor deserts or snow. On the contrary, Dravidian has native words for the geography, climate and even specific fish that exist only in certain South Indian rivers. It is linguistically illiterate to make this claim:

@Schandillia @dubash Can't fix it. Sadly

True. Babus bad, babus corrupt, babus evil. Whose job is it to fix them? Putin’s?

@NotMyTypexDD @ryuzaki2401 demonitization was abt Pak and UP. Its a absolute fact

finally watched dhurandhar the revenge yesterday. the biggest compliment i can give a film is that i'd rewatch it in the same week and enjoy it just as much as the first time. feels so great that such a solid spy thriller has been made in india after years of brainrot films. ​and it's important to add that there's no propaganda here. bjp has its issues, but they're objectively worse for pak. inc leaders were saying that "hindu terror groups" were more dangerous than LeT after 26/11 happened. they even did a book launch claiming that rss orchestrated 26/11. why would pak not prefer inc being in power over bjp? not very hard to understand that it helps pak's stance. ​the movie is pro-bjp, yes. it's supposed to be pro-bjp, because bjp is better than congress on this specific subject. it would have been propaganda if the director presented a neutral perspective, which would've been dishonest to reality. the director didn't present a complete report card of bjp saying that it's flawless. on the subject on which the movie is based, bjp is better than congress. it is what it is.

@xoaanya @saripov_denis why ? actaully there a better answer than chatgpt. you keep upto date of all the new updates ? maybe just yesterday the answer changed !

@saripov_denis Not hired

Git interview question: You accidentally deleted an important branch that was never merged and no one has a local copy. How do you recover it?

@IndicHistory not just Indian...Lol. ISI keeps a tab

The hospitality of Pakistanis towards Indians is a VERY REAL thing. I have personally met people who narrated similar stories. Almost all of them were had experiences where shop owners refused taking money for purchases made and chai walas offered free chai etc. How does an Indian understand such a behaviour? I guess there is a simple explanation to this (psychologists might have a better/technical explanation). Pakistanis still, in their minds, think of India as a cultural superior. Even their own life is heavily influenced by Hindu, i.e. Indian culture. This is especially pronounced in Pakistani Punjab and Karachi (where a lot of Mohajirs live). Both these places have Indian/Hindu influence (marriage rituals for example). So an Indian is naturally a person from their home, which they left. However the warm welcome stays only as long as one is a temporary guest. Indians/Hindus who stayed back after 1947 are not treated the same way as an Indian visiting Pakistan is. We all know what happens to the permanent non Muslim residents of Pakistan.

@ramamoorthy_h @contliving most mid class do it but in LIC :-(

@contliving They do exist. I know who's investing in Franklin Prima from the mid 90s. The fund house was called Kothari Pioneer then. Not as SIP. But investing regularly every month. Those who were investing 20 years ago know the hassles of setting up SIP every year.

Naren - in my experience, I’ve not seen anyone who has actually done an SIP for 20 years. Someone who can actually do it will not have any challenge in any asset class but such folks don’t exist.

@DeepknowledgeU ANY SUBJECT.....

The bar for software engineers that have a basic understanding of how computers work has never been lower

@bvlldhist_alt @Nithin0dha @dineshpaii team of analysts & programmer. they also work for HTF, etc. you will not have the same access

@Nithin0dha @dineshpaii Can a team of analysts & programmers help you make money ? If answer is Yes then so can AI Ofcourse some people cant be helped but those that need help. It is the ultimate accelerator

People keep asking me if AI can help them make money from trading. My honest answer is not really. As long as there's a human in the loop, you're still dealing with the same creature driven by fear and greed, and that human will keep making the same mistakes. But beyond psychology, there's a bigger problem. There's no real informational edge left in markets. The odds are that everything is priced in. And even when it isn't, operating under that assumption is almost always a good idea. The people actually making consistent money in markets are high-frequency trading firms, market makers, prop desks etc that have built infrastructural and data moats over years, with significant investment of time and capital. Those are real edges. So, where does AI actually fit? It's a tool to help you behave better. Not to generate alpha. What it can do is help you build and test strategies, then execute them systematically, removing emotion from the equation. That means fewer panic sells, less revenge trading, and more consistency. What it can't do is turn a bad strategy into a good one or create a magic money tree. This is still an edge, just a different kind. AI can make you more disciplined, but not smarter. And if you think about where most trading losses actually come from, that distinction matters more than people realise.

@Kal_Chiron Earlier parents struggled to send Convents School (still cheap ..usually 2 kids)...Now the same kids sending kids in (CBSE & Int. ...1 kid) also in my circle 50% have no kids

Dear Hindus - listen to Rahman Dakait. He said one thing that would prove your undoing. All this GDP and development will come to naught if you don’t have babies to continue your lineage and Hindu value system.