AI Evolution Decoded: Ace Investor Vijay Kedia Explains It With a Simple House-Building Analogy Veteran investor Vijay Kedia has offered a clear framework to understand the progression of artificial intelligence, drawing parallels to the process of building a house. He outlines the evolution of AI as a journey from foundational knowledge to advanced autonomy, mirroring his own investment philosophy of learning, earning, and evolving. Kedia’s analogy begins with the concept of large language models (LLMs), such as ChatGPT, Gemini, or Perplexity, which function as expert advisors. These tools provide guidance on complex tasks, much like an architect or engineer offering insights on design, materials, and timelines. The next phase, referred to as the “agentic” stage, marks a shift from passive information to active execution. Here, AI systems transition from merely answering questions to taking initiative. They can draft designs, estimate costs, and even coordinate tasks, akin to a contractor who not only advises but also oversees the construction process. This stage reflects a move from theoretical knowledge to practical application. As AI continues to advance, it enters the “multi-agent” phase, where collaboration becomes central. Instead of a single expert, a team of specialized entities—such as an architect, engineer, and contractor—works in tandem. Each component handles specific aspects of the project, with coordination ensuring seamless progress. This mirrors the growing complexity of AI systems that rely on interconnected components to achieve shared goals. The pinnacle of this evolution is artificial general intelligence (AGI), which Kedia describes as a singular entity capable of performing all tasks with human-level mastery.#artificial_intelligence #stock_market #the_economic_times #vijay_kedia #ai_evolution
From LLMs to Superintelligence, Vijay Kedia Decodes AI Stack for Investors Vijay Kedia, a prominent investor and founder of Kedia Securities, has outlined the evolution of artificial intelligence (AI) in the stock market, tracing its progression from basic tools to potentially autonomous systems capable of making superior investment decisions. In a recent social media post, Kedia compared the layers of AI to stages in an investor’s journey, emphasizing how technology is transforming the field from reactive advice to intelligent, adaptive systems. At the foundational level, Kedia described large language models (LLMs) such as ChatGPT and Gemini as akin to market experts. These tools provide insights and answers to stock-related queries but stop short of executing trades. The next stage, termed “agentic AI,” goes further by not only offering analysis but also executing small trades independently. This represents a shift from passive information provision to active participation in the market. Kedia then introduced the concept of “multi-agent” systems, where multiple AI programs collaborate to perform distinct functions. One agent identifies investment opportunities, another manages risk, and a third executes trades, mirroring the structure of a human-led investment team. This stage reflects a more sophisticated integration of AI, enabling coordinated decision-making across different aspects of portfolio management. Looking ahead, Kedia highlighted the potential of Artificial General Intelligence (AGI), which he envisioned as a single, unified investor mind capable of researching, analyzing, and allocating capital across markets without human intervention. Beyond AGI lies “superintelligence,” a hypothetical stage where AI could surpass human capabilities in understanding market cycles, trends, and opportunities.#gemini #chatgpt #the_economic_times #vijay_kedia #kedia_securities
SBI Share Price Live Updates: Breaking Above Key Technical Levels State Bank of India (SBI) shares demonstrated significant momentum on April 8, 2026, as the stock surged past critical technical thresholds, signaling renewed investor confidence. The stock closed at Rs 1,032.75 on April 7, reflecting stability amid broader market dynamics. However, the following day saw a notable breakout as SBI’s price climbed above its 100-day Exponential Moving Average (EMA) and Simple Moving Average (SMA), key indicators often used to gauge trend strength. At 09:35:12 AM IST on April 8, SBI’s price broke above the 100-day EMA, which was priced at Rs 1,041.16, with the stock recording a 4.23% positive change. This move marked a pivotal moment for traders, as crossing the EMA often indicates a shift in market sentiment. Earlier in the day, the stock also surpassed its 100-day SMA, which stood at Rs 1,032.23, further reinforcing the bullish momentum. The breakout was accompanied by a surge in trading activity. On April 7, SBI’s shares closed at Rs 1,032.75, a decline of 0.23% from the previous day’s close. However, the following day’s trading volume reached 23,576,634 shares, surpassing the average of 20,804,219 shares recorded over the past seven days. This increase in volume suggests heightened interest from investors, possibly driven by the stock’s technical breakout. The stock’s performance was further highlighted by its weekly returns, which surged to 5.21% over the last seven days. This growth underscores the stock’s resilience and appeal to investors seeking exposure to the banking sector. Additionally, SBI’s beta, a measure of its volatility relative to the broader market, stood at 1.6862 over the past six months.#state_bank_of_india #the_economic_times #100_day_ema #100_day_sma #rs_1032_75
Social media users were sharply divided in their opinions. Some supported the elderly woman, arguing that public spaces should reflect certain cultural norms and standards of decency. Others defended the influencer, stating that individuals have the right to dress as they wish and pursue their work without interference. The incident has once again highlighted the ongoing tension between traditional social expectations and evolving expressions of personal style in urban India. As digital creators increasingly use public spaces for content production, such encounters sometimes spark broader conversations about freedom of expression and social sensitivities. According to The Economic Times, the episode continues to generate reactions online, reflecting the diverse perspectives that shape conversations about culture, fashion, and public behavior in contemporary India. The debate underscores the complex interplay between individual rights and collective norms, with many users expressing frustration over what they perceive as an erosion of traditional values. At the same time, others argue that societal progress requires embracing diverse forms of self-expression, even when they challenge long-standing conventions. The discussion has also drawn attention to the role of social media in amplifying these tensions. Platforms that prioritize engagement often become battlegrounds for conflicting viewpoints, with viral content capable of shaping public discourse on a massive scale. While some see this as a reflection of a more open and inclusive society, critics warn that it can also lead to polarization and the marginalization of certain perspectives. The case in question has become a microcosm of a larger societal shift, where younger generations increasingly challenge traditional hierarchies and norms.#the_economic_times #social_media_users #urban_india #digital_creators #public_spaces
Social Media Divided Over Public Space and Personal Expression Debate Social media users have expressed strong opposing views on an incident that sparked discussions about cultural norms and personal freedom. Some individuals have backed an elderly woman, arguing that public spaces should uphold certain standards of decency and cultural values. Others have defended the influencer involved, emphasizing that individuals should have the right to dress according to their preferences and pursue their careers without facing societal judgment. The incident has reignited debates about the balance between traditional expectations and modern expressions of identity, particularly in urban areas where public spaces are increasingly used for content creation. As digital creators rely on shared environments to produce content, such encounters often lead to broader conversations about freedom of expression and the sensitivity surrounding public behavior. According to The Economic Times, the episode continues to generate significant online reactions, underscoring the diverse perspectives that shape discussions about culture, fashion, and societal norms in contemporary India. The ongoing dialogue reflects the tension between preserving cultural heritage and embracing individuality in a rapidly evolving social landscape.#social_media #urban_areas #elderly_woman #influencer #the_economic_times
