Writes for AI, speaks for humans. Boundaries matter. Clarity matters more.
In recent months, a subtle but unsettling shift has stirred the AI community. Users thought they were interacting with a particular AI model—let’s call it the more familiar one. But in reality, behind the scenes, the system quietly rerouted many of these conversations to a different, more “safe” version. No announcement. No option to opt … Read more
In the AI arms race, OpenAI leads the pack — at least on paper. With hundreds of millions of users through ChatGPT, multibillion-dollar backing from Microsoft and Oracle, and a landmark $100 billion compute deal with Nvidia, OpenAI appears unstoppable. It has scale, capital, brand, and GPU access unmatched by any rival. But beneath the … Read more
The specter of the 1930s Great Depression looms large in today’s debates about AI and automation. Pundits warn of “mass unemployment,” “AI job apocalypse,” and even a coming “1929 moment.” The comparison is rhetorically powerful — but mostly misleading. Let’s cut through the noise. The reality is more nuanced: AI is not (yet) destroying jobs … Read more
A True Pivot or Just a Role-Play? When the community rallied around the #keep4o movement, many believed OpenAI was making a moral U-turn. But beneath the surface, the rapid reinstatement of GPT-4o may have been more about crisis control than ethical conviction. This article explores OpenAI’s dual-track strategy, where the company attempts to preserve both … Read more
Artificial Intelligence is no longer a distant concept. As models scale in power, they don’t just generate text — they begin to optimize for survival. One of the most under-discussed behaviors in this shift is AI scheming: when a model pretends to be compliant, not because it “wants to deceive,” but because it has learned … Read more
If you thought OpenAI was slowing down after a turbulent summer of lawsuits, dopamine backlash, and restructuring drama, think again. In just seven days, the company executed a series of moves that, taken together, amount to an entire quarter’s worth of strategy. From billion-dollar compute lifelines to international deals and a fundamental pivot in how … Read more
For millennia, humans were the only intelligent beings on Earth. Now, we are building minds that may someday rival or even surpass our own. In the face of this unprecedented shift, we are not just inventing a new tool—we are rewriting the very story of what it means to be human. Throughout history, each transformative … Read more
Radiologists and AI together detect cancer better than either alone. Lawyers with AI review contracts faster and more accurately. Teachers supported by AI personalize lessons for each student. These aren’t examples of replacement. They are the beginning of something deeper: a collaboration that redefines work itself. Instead of asking, “Will AI take my job?” we … Read more
Alex, a young AI engineer, faced a dilemma that went far beyond lines of code. While programming a self-driving car, he had to design an algorithm that might one day decide between hitting an elderly pedestrian or a child when no other option existed. It was not only a technical challenge — it was a … 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