Articles.
We publish selectively, when we have something worth saying.
AI Agents Have a Monoculture Problem
The industry has embraced orchestration, but mostly inside an LLM-centered monoculture. The next step is not merely more agents, but richer agentic systems built from heterogeneous model families that can be searched out, called, composed, routed, checked, and improved inside persistent workflows.
Read more →From AI Bubble to AI Superstructures
The 'AI bubble' debate misses the point. The interesting question isn't whether any single model is overhyped. It's what gets built once thousands of specialized models start working together.
Read more →Optimized Investment Portfolio Using Machine Learning Techniques
A walkthrough of how TCG builds a client portfolio from the ground up: screening growth stocks on valuation and fundamentals, weighing their historical returns against volatility and correlation, and combining the strongest candidates into a risk-balanced, optimized portfolio.
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