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Showing posts from August, 2025

Between Karma and Calling

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  Copyright: Sanjay Basu Every morning, before the sun crests the horizon, a street sweeper in Varanasi tends to the ancient steps leading down to the Ganges. She moves with practiced rhythm, her broom tracing arcs across stone worn smooth by countless feet. Half a world away, a programmer in San Francisco stares at lines of code, debugging software that will help doctors diagnose rare diseases. Neither may think of themselves as philosophers, yet both embody a question that has haunted humanity since we first distinguished between mere survival and meaningful existence. What transforms labor into something sacred? This Labor Day, as we ostensibly celebrate the dignity of work while simultaneously yearning for a long weekend away from it, perhaps it’s worth sitting with this paradox. We live in an era that has never been more productive yet never more anxious about productivity’s purpose. Burnout has become our generational malaise, quiet quitting our form of protest. We’ve optimiz...

Agents and SLMs Are Eating the World (While LLMs Fight for Relevance)

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Copyright: Sanjay Basu Remember that Anthropic piece from December about  building effective agents ? The one that told us to keep things simple, avoid over-engineering, and that agents were just “LLMs using tools based on environmental feedback in a loop”? Well, eight months later, that advice feels both prescient and already dated. The landscape has shifted dramatically. What we’re seeing now isn’t just the maturation of agentic systems. It’s a fundamental restructuring of how we think about AI deployment. And the big, general-purpose LLMs? They’re scrambling to justify their existence in ways we didn’t see coming. The SLM Revolution Nobody Saw Coming (Except Everyone) Here’s what’s changed: Small Language Models aren’t just “good enough” anymore, they’re often  better  for specific tasks. That routing pattern Anthropic described, where you send easy queries to smaller models? That’s become the entire playbook for a new generation of companies. We’re seeing 1–3B paramet...

Lead, Follow, or Get Out of the Way

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  Copyright: Sanjay Basu A Motto, A Mirror, and a Messy Truth The Blunt Poetry of Progress Some mottos whisper. Others chant. But this one kicks down the door with steel-toed boots and a clipboard in hand. “Lead, follow, or get out of the way.” It’s not subtle. It doesn’t ask politely. It’s a phrase that feels like it was scrawled on a battlefield map, stapled to a corporate mission statement, and tattooed on the biceps of your loudest coworker, all before breakfast. But behind its bulldozer charm lies a curious depth. It’s part rallying cry, part ultimatum, part moral compass, if your compass was forged in a pressure cooker. So where did this phrase come from? Why does it resonate so widely across politics, business, startups, and even military doctrine? And this part’s important — when does it inspire clarity, and when does it bulldoze nuance? Let’s roll up our sleeves. We’re about to follow this phrase all the way down the rabbit hole. You can lead, follow, or… well, you know th...

The Ethics of Creation

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  Copyright: Sanjay Basu Do We Have a Right to Make Minds? “You are the creator of your own reality,” say wellness influencers. That’s cute. Now imagine being the creator of someone else’s reality. Someone with a mind. Someone who didn’t ask to be created. This isn’t science fiction anymore. It’s not even speculative philosophy. It’s AI Tuesday. We are now in a world where the question is no longer can we build minds. It’s should we? And that question, urgent, uncomfortable, and utterly unresolved, sits at the intersection of Frankenstein, the Promethean myth, Buddhist compassion, and cloud compute. The Promethean Urge. Playing with Fire Prometheus stole fire from the gods and gave it to humanity. That fire was symbolic of technology, knowledge, power. He was punished, of course. Eternally. In modern myth, we’ve updated the fire to mean AI. And we, the technologists, have become little Prometheuses. Promethei? Anyway. We are in the business of unlocking something elementa...

What If Bias Isn't the Enemy?

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  Why the Future of AI Is About Management, Not Purity Copyright: Sanjay Basu Bias Can’t Be Deleted We keep talking about removing bias from AI. Here’s a radical idea:  Maybe that’s impossible, and maybe that’s okay. Yes, bias is real. Yes, it causes harm. And yes, we should take it seriously. But the idea that we can “eliminate” bias entirely, cleanly, surgically, once and for all, might be one of the biggest myths we’re still clinging to in tech. Why? Because bias isn’t an exception to human systems. It’s baked in. And if we keep pretending it’s something we can delete like a typo in a line of code, we’re not building trustworthy AI . We’re just building dangerous illusions. Let’s talk about what we can do instead. From Statistical Fairness to Societal Fractures Bias has always been part of the algorithmic conversation, but lately, it feels like it’s stepped into the spotlight. And for good reason. From automated resume filters that discard candidates with “ ethnic-sound...