Sainath 🇮🇳
2.5K posts

Sainath 🇮🇳
@icyanide9
Founder@Analyticore, Palantir Foundry Engineering & Delivery , ex Dukaan, ex Balance



Today, India takes a defining step in its civil nuclear journey, advancing the second stage of its nuclear programme. The indigenously designed and built Prototype Fast Breeder Reactor at Kalpakkam has attained criticality. This advanced reactor, capable of producing more fuel than it consumes, reflects the depth of our scientific capability and the strength of our engineering enterprise. It is a decisive step towards harnessing our vast thorium reserves in the third stage of the programme. A proud moment for India. Congratulations to our scientists and engineers.

"Claude usage limit reached. Your limit will reset at 7pm" every. fucking. day. was about to pay $200 for Max. then I read this article 98.5% of tokens - wasted you're not paying for answers. you're paying for Claude to re-read its own homework 30 times spent months blaming Anthropic for being greedy. turns out the problem was how I write prompts 5 minutes of reading basic plan now handles more than my old Max






$PLTR Agentic AI Is Here. Palantir’s Been Ready For 20 Years 🎯 Apr 02, 2026 …Established companies like Microsoft (MSFT) and Salesforce (CRM) are attempting to adapt. However, one company did not need to change its approach. 🦾🔮 Palantir’s Unique Edge Palantir has spent nearly twenty years strategically constructing the precise infrastructure that agentic AI requires. Here’s why it is fundamentally ahead: 1. The Ontology Edge Much of enterprise software fundamentally comprises databases, which are essentially rows and columns that house data without comprehending it. To an AI agent, that is merely text. It cannot discern that Row A represents a customer, Row B signifies a product, or that the two are linked by a contract with a delivery deadline. Palantir operates differently. Its “ontology” acts as a digital representation of the business - it recognizes the connections among inventory, logistics, legal restrictions, and customer interactions. An AI agent integrated with that framework has the necessary context to amend a contract, redirect a shipment, or address a compliance concern without human intervention. This is not a capability that competitors can implement quickly. 2. Result-Oriented Contracts Palantir has already evaded the per-seat pricing structure that agentic AI is now rendering obsolete. Its contracts focus on enterprise-wide transformation and demonstrable outcomes - such as a manufacturer significantly shortening supply chain delays. As the market shifts towards compensation for results, Palantir does not need to revamp its commercial strategy. It was ahead of the curve. 3. AgentCamps Palantir has replaced traditional, protracted sales cycles with AIP AgentCamps - intensive, five-day workshops where potential clients create live, functional agents utilizing their proprietary data. This has dramatically shortened the “time-to-value,” reflected in the margin structure. Deployments that once required hundreds of engineers on the ground and extended to months are now accomplished in days. Is The Agentic Movement Already Favoring Palantir? In 2025, the company officially detached from the sluggish growth pattern of government sectors toward commercial business, propelled by agentic AI. U.S. commercial revenue surged 137% year-over-year in Q4 2025, reaching $507 million, with net margins hitting 43% in the same quarter. The count of commercial customers increased by 34%, driven by the swift deployment of its Artificial Intelligence Platform (AIP). For 2026, U.S. commercial revenue is anticipated to surpass $3.1 billion, a 115% increase if projections are met... 🔮🦄🔥 forbes.com/sites/greatspe…



Accelerating data migrations from 5 months to 5 days with AI FDE. Deployment Strategist Craig Roberts shows @chadwahl how Palantir AIP is enabling organizations to move beyond legacy systems to new operations and outcomes.

Shyam Sankar is Palantir's chief technology officer and the man most responsible for making its business and technology work. He joined in 2006 as employee #13, when Palantir was one of Silicon Valley’s freakshows: a small and somewhat demented chickenhawk of a startup with a buggy demo and no customers. For 20 years, largely from the shadows, he has brute forced it into the spearhead of "defense tech" and a $320 billion company. He embedded with intelligence analysts in Virginia, special operators in Iraq and Afghanistan, and on the factory floors of some of the world’s biggest companies—building and rebuilding software in the field, sometimes with phones taped to his head so he could give and take feedback while keeping his hands free to code. He invented the “Forward Deployed Engineer,” which has since become the object of both skepticism and imitation. Alex Karp, Palantir's mercurial co-founder and CEO, says the company would not exist without him. The same can be said of the modern defense tech industry, many of whose founders cut their teeth working for Shyam. In this deeply reported profile, @JeremySternLA tells the story of the most pivotal but hidden figure behind America’s most controversial company. He also gives the clearest explanation you'll read of what Palantir actually does, whether its valuation is justified or absurd, and what any of this has to do with the company’s mission to save Western civilization. It begins in the Grand Ballroom of The Pierre hotel and winds through Nigeria and India, Florida and California, Iraq and Afghanistan. It ends with a rabbi, a monkey, and a lesson in what it means to buy time in the face of a coming fire. Only in Colossus:


Drop 13/14: The 30B and 105B models, benchmarks, and HF links will all come. But today it is a drop about people. About how our team of just 15 folks gave it their all to do what many doubted as not doable - ie train usefully large, globally competitive models from scratch in India. This team of 15 has now firmly launched @sarvam into its second innings. Yes, we can! @_mohit_singla @anand_404 @kediaharshit9 @AashaySachdeva @sumanthd17 @ArpitDwivedi100 @HarveenChadha @rkal4 @sushil_khyalia @ManavSinghal157 @sohampetkar missing in the pictuere - @selfawareatom @AnnaUpreti Anand @MeghMakwan33973 Utkarsh









