Parag Jain

Launching: Chat with Priyank (beta) today on https://priyank.tech A few weeks ago, I launched priyank.tech as a single home for my work, projects, and notes. Today I’m adding a faster way to get to the signal: Skip the scrolling, ask.  “Chat with Priyank” answers questions about my projects, views, and skills by pulling the most relevant context and giving you a concise, useful response. What’s under the hood (and why): - Human‑verified access - Conversations start only after the system knows it’s interacting with a person, not a bot. - Scope & guardrails - It only answers questions about me. When a query is out of scope or uncertain, it responds with a polite “I don’t know.” - Context engineering first (no RAG, yet!) - An analysis by industry veterans suggested that GPT-5 class models can correctly use ~85% of the provided context. I want to see how far careful, prompt, and context design can go before adding retrieval. I’ll evaluate this over the next few days and decide before graduating from beta. - Prompt caching enabled - To keep costs under control (and responses snappy), repeat prompts and shared context are cached. - Early memory layer - A lightweight short-term memory layer powers more personal, consistent answers across sessions. Try it on: https://priyank.tech   If it’s your first visit, do subscribe to my newsletter—I’ll share build notes, decisions, and lessons learned there. Starter prompts: “Tell me about your AI and Generative AI expertise “How can you help me become an AI first organization?” Feedback is welcome, especially edge cases and failure modes.  #AI #product #buildinpublic #LLM

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Founders: before making a single new hire for your company, please read this article by the brilliant Gaurav Vohra: “Stop Hiring People”. I had been informally advising companies to do just this but now that Gaurav has so clearly articulated it, I just point founders to it. In this age of startups being able to scale massively with small teams, the right thing - more often than not - is to fix the underlying problem vs just blindly hiring a person. https://lnkd.in/guFUPnGJ

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A proud moment for India 🇮🇳 Seeing Hon’ble PM Narendra Modi share the stage with global AI leaders like Sundar Pichai, Sam Altman, Demis Hassabis, Dario Amodei, Brad Smith, and others truly reflects how seriously India is positioning itself in the global AI ecosystem. The launch of the New Delhi Frontier AI Impact Commitments at the #IndiaAIImpactSummit2026 is more than just an announcement — it signals intent. Intent to lead responsibly. Intent to collaborate globally. Intent to ensure AI drives inclusive growth, not just technological advancement. India has the talent, the scale, and the digital foundation to shape the future of AI for the Global South — and moments like this reinforce that belief. Excited to see how these commitments translate into real-world innovation, responsible deployment, and meaningful impact. The AI decade is here — and India is not just participating, it’s contributing. #IndiaAI #IndiaAIImpactSummit2026 #ResponsibleAI #AIForGood #DigitalIndia #AILeadership #GlobalSouth #TechForProgress #FutureOfAI #Innovation #ArtificialIntelligence #AITransformation #PublicPrivatePartnership #EmergingTech #AIInnovation #TechDiplomacy #ViksitBharat #PeoplePlanetProgress #AIRevolution #NewIndia #Technology #Leadership #Collaboration #AICommitments

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