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Ram's Blog



Will AI eliminate more jobs than it creates?
Will AI eliminate more jobs than it creates? It’s the question I get most. McKinsey Global Institute (MGI)’s new report provides fascinating insights. For the US through 2035, their base case -> -> Automation could reduce demand by ~36M jobs -> Growth could ADD 41M -> Net: about 5M MORE jobs Most of the growth is familiar work getting bigger: 1\ Rising living standards: +18M (services, hospitality, training) 2\ An aging population: +8M (care, health, home support) 3\ Construc
3 hours ago3 min read


Exploration results in betterment of civilization in unpredictable ways.
The 2026 Nobel Prize in Physics is another reminder that some of the biggest breakthroughs often come from learning how to see what we couldn't see before. Every second, around 100 trillion tiny particles called neutrinos pass through your body and yet you don't feel a thing. In fact, most pass through the entire Earth without interacting with anything. They are incredibly hard to detect BUT studying them offers us rich insight. These "ghost particles" carry clues about some
3 days ago3 min read


The Human Premium in the Age of AI
One of my favorite coffee spots in Chicago is Milli by Metric. As someone who works with AI, the words “made by humans” caught my attention. I found myself thinking about the first thing I ever learned to make: music. I started learning the violin at age seven. In Indian classical music, much of what you play is learned by ear (not from a page). Vocalists improvise phrases and as the violinist you have to listen closely, find the notes, and respond in real-time. This is espec
3 days ago3 min read


OpenAI x Math Discoveries → Future of Work Implications
In January 1920 Srinivasa Ramanujan wrote his last letter to G.H. Hardy. In it he described a strange new kind of function. For decades it had no obvious use in the physical world. Today, the mathematics it helped inspire is used by physicists studying black holes. That was one letter with one idea. This week, 722 manuscripts arrived in a single day. 1\ The claim: Yesterday OpenAI released 722 manuscripts, grouped into 372 result families on open math problems, produced by an
4 days ago3 min read


AI is widening the gap between workers. That gap is a business opportunity
AI is widening the gap between workers. That gap is one of the biggest opportunities in business right now. PwC surveyed nearly 50,000 workers across 48 countries and found four groups emerging: 14% = "front-runners", with scarce skills and strong AI capability 18% = "AI insurgents", with less-scarce skills and using AI to deliver more 11% = "indispensables", with scarce skills and early on the AI curve 56% = "engine room", with less-scarce skills and early on the AI curve An
5 days ago3 min read


Why Anthropic Invited A Hindu Monk to Discuss AI Ethics
Anthropic flew a Vedanta monk to San Francisco to help think through how Claude should tell right from wrong. That monk is Swami Sarvapriyananda, head of the Vedanta Society of New York. What fascinates me is how naturally this moment fits into a trajectory I’ve been watching for decades. I’ve been interested in the 𝗶𝗻𝘁𝗲𝗿𝘀𝗲𝗰𝘁𝗶𝗼𝗻 𝗼𝗳 𝘁𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝘆, 𝗰𝗼𝗻𝘀𝗰𝗶𝗼𝘂𝘀𝗻𝗲𝘀𝘀 𝗮𝗻𝗱 𝗩𝗲𝗱𝗮𝗻𝘁𝗮 for many years. In 2024, I explored that intersection in my b
Oct 33 min read


Good brakes are what let you drive fast with AI.
Good brakes are what let you drive fast with AI. That is one of the clearest messages in Boston Consulting Group (BCG)’s latest research. Almost half of companies are now generating value from AI. The real story is the growing gap between those that are merely adopting it and those turning it into business impact. Strategic clarity + applied AI = transformative impact. Companies that excel at both generate 5X more AI value than those that do not. A few highlights that caught
Oct 23 min read


(Experience + AI) × Mental Muscle = Leverage
(𝗘𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 + 𝗔𝗜) × 𝗠𝗲𝗻𝘁𝗮𝗹 𝗠𝘂𝘀𝗰𝗹𝗲 = 𝗟𝗲𝘃𝗲𝗿𝗮𝗴𝗲 I use AI constantly, including frontier models and tools that are still pre-release. It is an extraordinary privilege to experience this technology while it is evolving so rapidly. For me, 𝗔𝗜 𝗵𝗮𝘀 𝗯𝗲𝗰𝗼𝗺𝗲 𝗮 𝗳𝗼𝗿𝗰𝗲 𝗺𝘂𝗹𝘁𝗶𝗽𝗹𝗶𝗲𝗿. Years of working across technology, AI, data, finance, business, research and writing have given me a large collection of mental models, questions, intui
Oct 13 min read


Why are the companies warning us about AI also racing to build more of it?
Why are the companies warning us about AI also racing to build more of it? And what is all this intelligence doing to us? This week: → OpenAI paused its latest model over safety concerns, then launched always-on agents ("Dots"), ChatGPT-6.1 Sol with near-frontier intelligence at a fraction of the cost. → Anthropic, the lab most associated with AI safety, filed an IPO prospectus: revenue up 12X to $4.6B, +$500B in planned infra commitments, targeted valuation +$2T. → The Wall
Sep 303 min read
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