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  • Param-1 at 2.9 billion parameters is not close to frontier-model reasoning ability, though Param-2 and the trillion-parameter roadmap aim to close that gap
  • The L&T sovereign compute platform is a March 2026 MoU, not yet operational infrastructure – it will take time before India-designed chips are actually training BharatGen’s models at scale
  • BharatGen is transitioning toward enterprise licensing revenue alongside its government funding – a transition that will decide how much this ecosystem can grow independent of further public money
  • Compared to Sarvam AI’s polished commercial API products, BharatGen’s open-weight models require more in-house engineering effort to actually deploy

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