Yep, being able to understand more complex ideas and having frameworks for thinking/abstracting things will always be helpful. Graph theory is a great example.
Did some on our internal datasets. It did not beat our AutoARIMA baselines, they are pretty noisy series though. Custom ML models only do a little better.
You can stick with Claude Code if you're already using it. DeepSeek has an Anthropic-compatible endpoint, so you just need to set ANTHROPIC_BASE_URL=https://api.deepseek.com/anthropic and ANTHROPIC_AUTH_TOKEN to your DeepSeek API key.
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