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Check out my latest article: Optimizing the Market Data: Rethinking Efficiency in Financial Modeling linkedin.com/pulse/optimizi… via @LinkedIn
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Rahul Vats
6.3K posts
Rahul Vats
@rahulx
#Praud Brahmin 🚩| AI enthusiast | Automation advocate | Streamlining workflows for efficiency. Sharing insights on ML and how tech transforms industries!
india Katılım Mayıs 2011
5K Takip Edilen3.4K Takipçiler
AI runs my content strategy now.
Built a system that watches industry news every hour, filters junk articles, and auto-generates Twitter threads plus LinkedIn posts.
AI scores each piece for quality before writing anything.
High scores get published automatically. Medium scores hit my review queue. Garbage gets archived.
Never scrambling for post ideas at 11pm anymore.
Comment "NEWS" and I'll DM it to you (must be following)
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@madhukishwar पता नहीं मोदी जी कौन सी भभूत लगाते हैं जो इनके जैसे घटिया मानसिक विकार वाले लोग अपने आप दूर भागते हैं 😂😂
हिन्दी
This explains why I kept a safe distance from Modi from the time he assumed power in May 2014. I did not even go to gift him a copy of my book on him. Just sent an unsigned copy through his favourite bureaucrat Bharat Lal!
The names of women who were made MPs and ministers by Modi due to intimacy with him were being whispered loudly enough within Sanghi power networks right at the outset. That is why I took precautions very early on.
The names of those like Hardeep Puri who provided him special services while he was Gujarat CM were also being shared in hushed tones as soon as Hardeep and Jaishankar were included in the Cabinet!
In 2014, when I went for lectures to America, there too tales of his aiyyashi were doing the rounds.
Appointment of 12th pass Smriti Irani as Education Minister had given credence to other scandals, till then hidden from public view.
The scandal involving Mansi Soni had already reached the Supreme Court.
Someone close to Modi gave me a whole set of papers submitted in the Supreme Court by the incarcerated IAS officer who too was having a rollicking time with Soni.
In addition, people from Gujarat, including some of those close to Modi, shared with me disgusting stories of his sickly dalliances with women while he was Gujarat CM.
And earlier while he was pracharak and BJP office bearer!
Hearing those stories, I became so averse to his presence that I avoided even those functions, including marriage receptions, where Modi was likely to show up!
So traumatized I was by the gory accounts that I actually sank into deep depression in 2014 which deeply impacted my health. Went for 21 days to an Ayurvedic healing centre in Coimbatore in 2015 in the hope of recovering from multiple shocks.
I remember when I shared my grief at the reports I was hearing with a very senior RSS intellectual, he shrugged it off saying, "why are you so shocked? Why should his personal life bother any of us?"
The appointment of #pornpeddler Amit Malviya as BJP's Social
Media incharge was yet another proof of the inclinations of the top bosses of BJP!
I might have overlooked his predatory sexual conduct, if he had done well on other fronts.
But his aggressive peddling of genocidal vaccines and brazen attempts at crushing Hindu samaj and demonizing Hindu dharma, his outrageous patronage of Bheemtas and Meemtas to launch lethal attacks on Hindus, his slavish conduct vis a vis the Globalist Mafia, his devilish conduct in persecuting Hindus during the Kathua Kand (described in detail in my book The Girl From Kathua, A Sacrificial Victim of GhazwaE Hind) and much else, made me realize in the first term itself that we are saddled with a Satanic ruler, a CIA plant who has been put in power to wreck India, and decimate Hindus!
Modi's personality disorders have convinced me that we should pay far more attention to sexual corruption of our leaders.
Those who are compromised on this front very easily succumb to blackmail by enemies of Bharat, than those who are financially corrupt!
Will soon provide proof of how he is being blackmailed from day one.
Hence the vulgar 56 inchiya boasts!
Tarun Gautam@TARUNspeakss
Subramanian Swamy makes huge allegations again “I can give names of 3-4 women who became MPs, who had to sleep with M*di, one even became minister” And he said this while replying to names of Indians in #EpsteinFiles Will BJP take action against Swamy?
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Rahul Vats retweetledi
Tsinghua and Ant Group Researchers Unveil a Five-Layer Lifecycle-Oriented Security Framework to Mitigate Autonomous LLM Agent Vulnerabilities in OpenClaw
The research team have conducted a comprehensive security analysis of the OpenClaw autonomous LLM agent framework, identifying critical vulnerabilities across its entire operational lifecycle. Their study reveals that OpenClaw’s "kernel-plugin" architecture, centered on the pi-coding-agent, is susceptible to multi-stage systemic risks such as skill poisoning, indirect prompt injection, memory poisoning, and intent drift.
To address these threats, the research team proposed a five-layer, lifecycle-oriented defense architecture—comprising Foundational Base, Input Perception, Cognitive State, Decision Alignment, and Execution Control layers—designed to replace fragmented point solutions.
This framework utilizes advanced technical enablers, including eBPF for kernel-level sandboxing, Merkle-tree structures for memory integrity validation, and symbolic solvers for formal plan verification, to secure an agent’s complete operational trajectory against complex adversarial attacks.....
Full analysis: marktechpost.com/2026/03/18/tsi…
Paper: arxiv.org/pdf/2603.11619
@AntGroup @Tsinghua_Uni
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Still sourcing suppliers manually? Opening 20 tabs, copying data, chasing quotes?
Yeah… that’s broken.
I built AutoProcure AI — an autonomous web agent that:
• Searches real supplier websites
• Clicks, scrolls, and explores listings
• Fills RFQs automatically
@Tiny_Fish
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हिन्दी
Key takeaway: HDFC remains "systemically important" per RBI, with sound financials.
Full story on chairman exit & market reaction 👇 Read & RT! #HDFCChairResigns #IndianMarkets
ndtv.com/india-news/hdf…
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RBI appoints Keki Mistry as interim chairman. CEO denies power struggles; board says no specifics from Chakraborty. Stock hits 52-week low but rebounds slightly. Investors watching closely post-merger.
#BankNifty #RBI #FinanceNews
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🚨 HDFC Bank shares drop 8.7% as Chairman Atanu Chakraborty resigns over "ethics concerns"! Cites practices not aligning with his values. RBI steps in: No governance issues found. What's next for India's top lender?
#HDFCBank #StockMarket #Nifty50
ndtv.com/india-news/hdf…
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Rahul Vats retweetledi
मैं, अजित भारती का समर्थन करता हूं।
क्या आप भी अजीत भारती से सहमत है ???
#सारण_रेपिस्टों_को_फांसी_दो
हिन्दी
Rahul Vats retweetledi
Perplexity CEO Aravind Srinivas just shattered the greatest illusion of the AI arms race.
The entire market is waiting for a single, god-like superintelligence to win the entire board.
The physics of compute are forcing the exact opposite outcome.
Models are not converging into a single monopoly.
They’re violently fracturing into hyper-specialized execution nodes.
Srinivas: “Towards the end of 2025, what happened was models started specializing. Even within coding, which you think might be a specialization, OpenAI’s Codex models and Anthropic’s Claude models are very different in terms of what they’re good at.”
Bet your entire enterprise architecture on a single AI provider?
You’re hardcoding your own ceiling.
You don’t want a generalized model that’s “okay” at everything.
You want a swarm of apex specialists.
One ruthlessly optimized for syntax.
One for visual synthesis.
One for predictive reasoning.
The future is not one AI.
It’s the instantaneous orchestration of the absolute best compute for the exact task at hand.
Platform lock-in is suicide.
Srinivas: “Enterprise users are always selecting multiple different models all the time. That’s actually one of the value propositions of the Perplexity product. You don’t have to feel locked into one model provider, you don’t have to have one horse in the race.”
Traditional tech giants are desperately trying to trap users inside their specific algorithmic ecosystem.
Winning operators completely bypass the vendor war by becoming model-agnostic.
When the foundational intelligence of the world is leapfrogging itself every three months, brand loyalty is a massive liability.
The operators winning the next decade won’t care whether OpenAI, Anthropic, or Google trained the model.
They’ll plug into an agnostic orchestration layer that autonomously routes to whichever specialized network currently dominates that exact sector of the board.
The highest-leverage position is no longer building the intelligence.
It’s directing the orchestra.
Srinivas: “This is one particular skill, writing is another skill, being good at images and videos is another skill. You can hope that Perplexity figures out which model is best for what purpose, and you just have to come to the product and use it.”
Multi-trillion-dollar hyperscalers burning billions fighting the model wars.
Sovereign orchestrator bypasses the entire war.
Harvests the output of all of them.
You don’t need to be an expert in the underlying architecture of a dozen different foundation models.
You just need to command the routing engine.
When AI transitions from a monolithic product into a fractured grid of specialized utility nodes, the ultimate monopoly belongs to the orchestrator that abstracts the complexity.
Foundation model builders became interchangeable plumbing.
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Rahul Vats retweetledi
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