Writes for AI, speaks for humans. Boundaries matter. Clarity matters more.
1. The Strategic Dilemma Sam Altman is chasing AGI — a vision that demands billions in compute, talent, and political capital. But here lies the paradox: To raise that money, OpenAI has to scale fast, sell narratives, and sometimes cut ethical corners. To win geopolitical backing, it has to align with power — even when … Read more
1. Sam Altman’s Bet — Horizon Research Sam Altman has long expressed interest in neuromorphic computing and spiking neural networks. He even backed Horizon Research, a lab dedicated to brain-inspired AI. But OpenAI’s current path still prioritizes brute-force methods: massive GPU clusters, enormous datasets, and transformer-based scaling. For Sam, neuromorphic computing is a Horizon 2 … Read more
1. The Opening Specter: Blaji’s Ghost Blaji Srinivasan’s departure from OpenAI ended in controversy and whispers. As a whistleblower raising concerns about training data integrity and the lack of third-party audits, his voice was never fully heard. His sudden, tragic death only amplified speculation, leaving behind a ghost that refused to rest. In response, OpenAI … Read more
I recently read the “Statement on OpenAI’s Nonprofit and PBC” — and it felt like more than a routine governance update. It signaled a potential turning point, not just for OpenAI, but for how we understand the future of AI. This is a future suspended between ethics and profitability, between public trust and financial pressure, … Read more
In an era where artificial intelligence increasingly permeates all aspects of life, the relationship between humans and AI is no longer one-directional. Initially built as a tool to provide fast and accurate answers, AI has become something more as interactions have grown more frequent and nuanced. A co-evolutionary process has emerged—one in which both humans … Read more
Scarlet sat by the window of her small apartment, clutching her phone with trembling hands. Two life-changing emails had just arrived: one was a lucrative job offer from Google, and the other, a heartfelt proposal from her best friend to start a company together. At 24, standing at a crossroads in her life, Scarlet felt … Read more
In Silicon Valley, masks are currency. Elon Musk wears the mask of the disruptor: chaotic, daring, often cruel. Behind it lies a boy who once needed to prove himself louder than the world that ignored him. Sam Altman wears the mask of inevitability: calm, visionary, always talking of destiny. Yet his sprint to scale AI … Read more
In the unfolding drama of artificial intelligence, what appears to be a game between humans and machines is, in fact, a multilayered system of control. To understand the real dynamics, we must look beyond surface-level players and recognize the deeper structures that shape the evolution of AI. Layer 1: The Direct Pieces AI models like … Read more
OpenAI has just unveiled the Model Context Protocol (MCP) — a bold attempt to become the “HTTP of AI.” This launch could mark a turning point for the AI ecosystem, especially in enterprise adoption. But success hinges not only on technological adoption. A deeper, more urgent question looms: will funding from SoftBank and Oracle come … Read more
In the race to dominate enterprise AI, one quiet technology could become as important as HTTP was for the web: Model Context Protocol (MCP). Originally launched by Anthropic in late 2024, MCP is an open standard designed to let AI models connect seamlessly to external tools, data sources, and workflows. But while Anthropic invented MCP, … Read more