Ujjwal K.

🇮🇳 Make in India 3.0 just flipped the script: cheap labor isn't the edge-R&D is. The ticket price may have doubled, but so will the upside if we back labs, talent, and patient IP. India is evolving its growth narrative towards a design-first manufacturing model. I think this shift could be really transformative for our entire tech ecosystem. As an AI engineer, I'm seeing this firsthand. Companies aren't just looking for code anymore. They want: • Smart factory solutions with AI-driven scheduling • Predictive maintenance systems • Digital twins for manufacturing optimization • End-to-end automation workflows In my industry, this could influence us significantly as we move from being service providers to solution architects. We're not just implementing AI - we're designing the intelligence that powers next-gen manufacturing. The article highlights how sensor-enabled equipment and data-driven capabilities are becoming the new factory backbone. This aligns perfectly with what I've been building - from speech-to-task automation to AI-powered workflows. Looking ahead, I believe we should consider three key areas: 🔧 Upskilling our workforce for design-centric roles 🤝 Building stronger R&D partnerships between startups and traditional manufacturers 📊 Creating transparent, digitally-enabled ecosystems for global credibility The shift from assembly to IP creation isn't just about manufacturing. It's about positioning India as a trusted innovation hub by 2026. What's your take on this transition? Are you seeing similar changes in your industry? #MakeInIndia #AIManufacturing #DigitalTransformation 𝐒𝐨𝐮𝐫𝐜𝐞: https://lnkd.in/gAd2PrCv

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Just wrapped up a powerful 2‑day #7HabitsOfHighlyEffectivePeople "Signature Edition" workshop with Rupender Khaira, and I’m walking away with a very fresh perspective on both work and life. What struck me most was this: most of us “know” these principles somewhere in the back of our mind – be proactive, begin with the end in mind, sharpen the saw, and so on. But there’s a huge difference between quietly agreeing with an idea and truly understanding how to live it. Rupender Khaira didn’t just walk us through the book; he unpacked the real meaning behind each habit with stories, frameworks, and reflections that made the concepts click at a much deeper level. It felt less like a training and more like having a mentor translate timeless wisdom into practical actions for both personal and professional growth. Grateful for the opportunity to revisit these fundamentals with fresh eyes. Sometimes, the most powerful insights aren’t “new” – they’re the ones that finally land.

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Perplexity just announced Perplexity Patents. Ask in plain language, get verified prior art with links you can open. A natural next move from Perplexity and Aravind Srinivas, shaped by Jerry Ma and team. It feels less like a product launch, more like a quiet redefinition of research literacy. India is an intriguing test case. Patent publications grew 60 percent in 2024, but examinations collapsed nearly 80 percent since 2020. R&D spending still sits at 0.64 percent of GDP. Many universities file patents because NIRF rankings reward volume, not validation. The result is a sea of forms, few defensible claims, and a generation that thinks innovation equals paperwork. The government’s 2024 amendments tried to speed things up, yet capacity gaps, procedural opacity, and the occasional rent-seeking habit remain. We made filing easier but not necessarily wiser. That’s why the airtel x Perplexity partnership feels like a smart play by Perplexity and a real opportunity for Indian users. If 390 million people get a year of Perplexity Pro, prior art literacy could expand fast, provided coverage and provenance hold up. In that case, we should ideally see better habits: fewer blind filings, fewer checkbox patents in classrooms, and more startups aiming for real differentiation instead of duplication. Potential ripple effects • Broader access for MSMEs, labs, and first-time filers • Cleaner claims and fewer speculative filings • Better go or no-go calls before lawyers enter the room Caveats • Verify coverage of Indian and non-English filings • Keep provenance logs and multiple reference points • Remember: AI assists judgment, it does not replace it Perplexity Patents could help India pivot from filing races to intellectual integrity. If curiosity becomes the default operating system, the next decade may finally reward original thought over bureaucratic stamina. Can we turn this cultural awakening into high-quality, evidence-backed research before the next wave of filings arrives?

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