Insights
Perspectives and company news from GIM.
For Quants, Is AI Coding an Efficiency Question — or a Verification Question?
Wall Street questions AI-generated code while Silicon Valley sees an adoption gap. Both framings miss the real issue: verification.
Read perspective ↗︎GIM Raises US$20 Million Series A as Agentic Investing Enters Live Execution
The financing will support live validation of GIM’s agentic investment systems across multiple asset classes and markets.
Read update ↗︎Perspectives
6PerspectiveThe Future of Investment Research Isn’t Human vs. AIIt’s about redefining how research gets done.PerspectiveWhat Agentic Investing RequiresMoving from isolated models to accountable investment systems requires a different standard of evidence, governance, and operational design.Governance noteClarity Over ClevernessWhy AI-managed capital should be held to a more conservative standard of documentation, testing, and reversibility.PerspectivePhysical Laws Don’t Change Their Minds. Capital Markets Do.Markets do not merely reveal patterns. Competition consumes them, which means an investment system must evolve faster than the market changes.PerspectiveThe Shift No One in Investment Management Is Talking AboutA hedge fund manager may cover hundreds of stocks. A pre-trained language model has already read millions of reports across sectors, geographies, and decades.