From LLMs to superintelligence, Vijay Kedia decodes AI stack for investors

Stock market bull Vijay Kedia has simplified the rapidly evolving role of artificial intelligence (AI) in investing, outlining how technology is moving from basic stock advice to potentially autonomous decision-making systems.

In a recent social media post on X, Kedia compared different layers of AI to stages of an investor’s journey. At the foundational level, large language models (LLMs) — such as tools like ChatGPT and Gemini, act like market experts, answering queries and offering insights on stocks but stopping short of execution.

The next stage, which he termed “agentic AI,” goes a step further by not only providing insights but also executing small trades independently. This is followed by “multi-agent” systems, where multiple AI programs collaborate—one identifying opportunities, another managing risk, and a third executing trades—mirroring a well-structured investment team.

Looking ahead, Kedia described the concept of Artificial General Intelligence (AGI) as a single, unified investor mind capable of researching, analysing, and allocating capital across markets without human intervention. Beyond that lies “superintelligence,” a stage where AI could potentially understand market cycles, trends, and opportunities at a level far superior to human capability.

Framing this evolution succinctly, Kedia highlighted the shift “from tips to trades to systems to wisdom,” underscoring how investing itself may transform alongside technological progress. He summed up the journey with a simple takeaway for investors: first learn, then earn, and ultimately evolve.

“A few days back I explained AI through building a house. Today, let me explain it through investing.

At the base, “LLM” , ( perplexityAI, chatgpt, gemini) , is like a market expert . We ask anything about stocks, and it gives us answers. ( they simply gives answers). Then comes “Agentic ” … it doesn’t just give answers , it executes small trades also , on its own. Then comes ” Multi-agent” .. a full team works together.. one finds opportunities, one manages risk, one executes trades. Then comes “AGI ” … One complete investor mind that can research, analyze, and invest across markets. And at the top is ” SI “. A Super Intelligent mind that understands trends, cycles, and opportunities far beyond human capability. From tips to trades to systems to wisdom to beyond human. First you learn ….. then you earn… then you evolve.” Complex ideas. Simple words.”,

,” Kedia said in the tweet.Kedia is one of the most followed celebrity investors in the country, having a penchant for picking potential multibaggers. He began investing in the stock market at the age of 19 and started Kedia Securities in 1992, when he was 33.As per the latest corporate shareholdings data compiled by Trendlyne, Kedia publicly holds 18 stocks with a net worth of over Rs 1,118.6 crore.

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