Stealth frontier-AI research startup FYDY (Fuzzy Dynamics) is in advanced talks to raise $12 million (≈ Rs 115 crore) in its maiden funding round, Inc42 reports — a round being co-led by Lightspeed Venture Partners and General Catalyst.
The San Francisco-headquartered startup, incorporated in 2025 with employees spread across India and the US, is developing what it calls "cognitive machines" — AI systems that learn continuously from experience — with the long-term goal of building safe artificial superintelligence. It has also launched OpenScientist, an AI research studio currently in private beta with a small group of labs and researchers.
The founding team is stacked: Alapan Chaudhuri, Shivansh Subramanian, Anvay Karmore, Tanishq Chaudhary and Zeeshan Ahmed — with ICPC World Finalists and Physics & Astronomy Olympiad alumni among them. The startup is currently hiring researchers and engineers.
The proposed round would be one of the most closely watched maiden AI-research bets in the India-US corridor this year, putting two of the world's largest venture firms behind a team barely a year old.
Why it matters for founders
FYDY's round — pre-product, pre-revenue, pre-everything — shows that elite technical teams in frontier AI still command top-tier capital on pedigree alone. If you're a deep-tech founder, the takeaway is brutal and simple: world-class team + genuinely hard problem = funding. Everything else is commentary.