Personally i think we would need to see more specialized models RustGPT or ClangCPT or GoGPT. A model tuned for a specific language with proper tooling integration beyond MCP tools. The current general purpose models will always be biased towards what they have training data for, and we're clearly seeing them struggle with these languages. (My personal experience with AI C or Rust code is quite atrocious.)
But specialization restricts target market and requires time to develop. Its currently faar more lucrative trying to make a general purpose model and attract VC funding for market capture.
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Personally i think we would need to see more specialized models RustGPT or ClangCPT or GoGPT. A model tuned for a specific language with proper tooling integration beyond MCP tools. The current general purpose models will always be biased towards what they have training data for, and we're clearly seeing them struggle with these languages. (My personal experience with AI C or Rust code is quite atrocious.)
But specialization restricts target market and requires time to develop. Its currently faar more lucrative trying to make a general purpose model and attract VC funding for market capture.