AI research for investors? Most of it is garbage.
Level 1 stuff = feeding company docs into a model → spits out generic equity reports. Zero edge. Zero alpha.
If you're using AI to summarize what everyone else already read, you're not early. You're late.
Real alpha comes from proprietary data, on-chain signals, and narrative timing. Not from ChatGPT summarizing a 10-K.
Stop outsourcing your brain to models that can't front-run sentiment or read between the lines. AI is a tool, not a replacement for actual research.
If your AI strategy is "ask GPT for stock picks," you're ngmi.
Level 1 stuff = feeding company docs into a model → spits out generic equity reports. Zero edge. Zero alpha.
If you're using AI to summarize what everyone else already read, you're not early. You're late.
Real alpha comes from proprietary data, on-chain signals, and narrative timing. Not from ChatGPT summarizing a 10-K.
Stop outsourcing your brain to models that can't front-run sentiment or read between the lines. AI is a tool, not a replacement for actual research.
If your AI strategy is "ask GPT for stock picks," you're ngmi.