AI’s Economic Future: Slow Upside, Fast Downside, Weak Links. A chain breaks at one link and strengthens one at a time. That asymmetry is why AI’s economic upside arrives slowly and its downside arrives fast. ai-economics ai-policy ai-careers A chain is only as strong as its weakest link. Artificial Intelligence (AI) makes the strong links …
Slow Upside, Fast Downside, Weak Links · Hanh D. Brown Read More »
We ran an experiment: three small datasets, one AI model, and the questions a business team asks in a normal week — what’s our average delivery time, which region is our best performer, how many athletes are in this file. Then we added a review pass. We handed the model its own answer back and …
I Asked ChatGPT to Analyze 3 Datasets. It Made the Same Mistakes Every Time Read More »
AI Is Not a Faster Chip. It Is a Reinvention of Computing.. AI is not a faster chip. It is a wholesale reinvention of how computers work, and the sentence the chip-and-forecast discussion does not say is the one that matters most. ai-hardware ai-economics ai-policy For sixty years, software was written by humans typing rules …
AI Is Not a Faster Chip. It Is a Reinvention of Computing. · Hanh D. Brown Read More »
Today, we’re launching agentic video understanding across our latest models: Gemini 3.7 Flash, 3.6 Flash and 3.5 Flash-Lite. This new capability improves accuracy while dramatically reducing token usage and costs for video analysis. Similar to agentic vision, which combines code execution with Gemini models’ native image understanding, agentic video understanding uses Gemini’s native video tools …
The AI blind spot that nobody in the room will name. AI vendor pitches start with the model. The model is real and not the differentiator. Three numbers tell the rest of the story: 367, 6 versus 1, and 95. ai-strategy ai-and-work ai-markets Every Artificial Intelligence (AI) vendor pitch a chief information officer has heard …
The AI blind spot that nobody in the room will name · Hanh D. Brown Read More »
As the old adage goes, a wise man once said nothing at all. Unfortunately, the same reverence is rarely extended to missing data. A row with a blank cell is often treated as a problem to be solved before analysis can begin: drop it, fill it with an average, do whatever is easiest and move …
AI Hype vs Reality: Four Tells in Every Announcement. AI optimism in 2026 has a grammar. Forecasts read as facts. Product lists pass for forecasts. Four tells let you read any announcement honestly. reading-ai-news ai-markets ai-policy Artificial Intelligence (AI) optimism in 2026 has a grammar. Forecasts arrive dressed as descriptions. Product lists arrive dressed as …
Four Tells in Every Announcement · Hanh D. Brown Read More »
There are many ways to get more from the models and GPU infrastructure you already have. Quantization, optimized kernels, and better inference engines can all help, but speculative decoding is especially useful because it can increase generation speed without simply adding more GPUs. There are now several approaches to speculative decoding. Traditional methods use a …
Speed Up LLM Inference with DSpark Speculative Decoding Read More »
AI Safety Is Not What They Say. It Is What They Gave Up.. Powerful companies all say the right things about AI safety. The reliable test is action that costs them money, market position, or political standing. ai-safety ai-governance ai-policy Powerful companies always say the right things. That fact is older than any of the …
AI Safety Is Not What They Say. It Is What They Gave Up. · Hanh D. Brown Read More »
Today, we’re introducing Gemini Omni 1.1 Flash, a new suite of creative controls and generative video capabilities to support developers. Gemini Omni brought real-world reasoning to generative creation, and today’s updates make Omni 1.1 production-ready for professional use via the Gemini API in Google AI Studio. Whether you’re building generative video workflows, creative tools, or …
