https://oneneuron.in/insights Essays on agentic systems, evaluation, and the slow craft of building quietly inevitable companies. en Tue, 21 Apr 2026 09:00:00 GMT https://oneneuron.in/insights/ai-world-of-2026 https://oneneuron.in/insights/ai-world-of-2026 Tue, 21 Apr 2026 09:00:00 GMT noreply@oneneuron.in (Rudraksh Harlalka) A lived timeline of intelligence and humanity — from the first machine dreams to the agentic present, then outward toward the institutions we will need by 2045. Timeline Infrastructure Forecast https://oneneuron.in/insights/the-agent-is-the-interface https://oneneuron.in/insights/the-agent-is-the-interface Sat, 18 Apr 2026 09:00:00 GMT noreply@oneneuron.in (Rudraksh Harlalka) Why the next decade of software will not look like apps with chat bolted on — and what changes when the model becomes the operating layer. Agentic Infrastructure https://oneneuron.in/insights/the-evaluation-problem https://oneneuron.in/insights/the-evaluation-problem Sun, 12 Apr 2026 09:00:00 GMT noreply@oneneuron.in (Rudraksh Harlalka) LLM benchmarks are saturating just as the stakes of deploying them are rising. Notes on why we trust models we cannot grade — and what to do about it. Evals Research https://oneneuron.in/insights/the-shape-of-tomorrow https://oneneuron.in/insights/the-shape-of-tomorrow Wed, 08 Apr 2026 09:00:00 GMT noreply@oneneuron.in (Rudraksh Harlalka) Five forces that will define the world ten years from now. None of them are AI alone. All of them are AI in collision with something older. Forecast Geopolitics https://oneneuron.in/insights/the-slow-lane https://oneneuron.in/insights/the-slow-lane Thu, 02 Apr 2026 09:00:00 GMT noreply@oneneuron.in (Rudraksh Harlalka) Why OneNeuron ships less but ships more carefully — and the compounding interest of craft. Craft Studio https://oneneuron.in/insights/the-cost-of-context https://oneneuron.in/insights/the-cost-of-context Thu, 26 Mar 2026 09:00:00 GMT noreply@oneneuron.in (Rudraksh Harlalka) Why million-token context windows did not solve memory — and how the next two years of LLM infrastructure will be defined by what we choose to forget. Memory Infrastructure https://oneneuron.in/insights/listening-before-speaking https://oneneuron.in/insights/listening-before-speaking Wed, 18 Mar 2026 09:00:00 GMT noreply@oneneuron.in (Rudraksh Harlalka) What Pransync taught us about ambient AI — and why the hardest design problem in enterprise AI is restraint. Pransync Restraint https://oneneuron.in/insights/small-models-big-rooms https://oneneuron.in/insights/small-models-big-rooms Thu, 12 Mar 2026 09:00:00 GMT noreply@oneneuron.in (Rudraksh Harlalka) Why the next wave of useful AI in India will not run on the frontier — and why on-device, fine-tuned, narrow models are the bet that pays back. India Small models https://oneneuron.in/insights/twelve-seconds https://oneneuron.in/insights/twelve-seconds Wed, 04 Mar 2026 09:00:00 GMT noreply@oneneuron.in (Rudraksh Harlalka) Building the Holistic Health Companion for Indian families — bilingual reports, the family-graph data model, and why the app addresses a daughter, not a patient. Health India https://oneneuron.in/insights/skill-not-wager https://oneneuron.in/insights/skill-not-wager Thu, 12 Feb 2026 09:00:00 GMT noreply@oneneuron.in (Rudraksh Harlalka) Strikezone is a skill arena, not a betting product. Notes on designing fifty-plus prediction surfaces with zero monetary value, India-first. Strikezone India https://oneneuron.in/insights/the-quiet-clinic https://oneneuron.in/insights/the-quiet-clinic Thu, 22 Jan 2026 09:00:00 GMT noreply@oneneuron.in (Rudraksh Harlalka) Meolo Dental and the digital front door as care. What changed when booking became a moment of attention rather than a transaction. Meolo Health