Jay van Zyl @ ecosystem.Ai

Jay van Zyl @ ecosystem.Ai

token budget is becoming part of my agent workflow design

I think token budget is becoming part of agent workflow design. If every run feels expensive, people under-test. They save quota, overthink prompts, and avoid the repetition that reveals failure modes. If every run feels cheap, people can over-delegate…

The competition for artificial intelligence (AI) hegemony is now expanding into the physical world a.. – 매일경제

The competition for artificial intelligence (AI) hegemony is now expanding into the physical world a..  매일경제

Goldman Sachs Says the Artificial Intelligence (AI) Software Sell-Off Was Overdone. Here Are the Best Growth Stocks to Buy Now. – The Motley Fool

Goldman Sachs Says the Artificial Intelligence (AI) Software Sell-Off Was Overdone. Here Are the Best Growth Stocks to Buy Now.  The Motley Fool

Goldman Sachs Says the Artificial Intelligence (AI) Software Sell-Off Was Overdone. Here Are the Best Growth Stocks to Buy Now. – The Globe and Mail

Goldman Sachs Says the Artificial Intelligence (AI) Software Sell-Off Was Overdone. Here Are the Best Growth Stocks to Buy Now.  The Globe and Mail

AI chatbot fraud: the ‘gift card’ subcription that may cost you dear – The Guardian

AI chatbot fraud: the ‘gift card’ subcription that may cost you dear  The Guardian

Asked Google Gemini about Ai Agency

I asked Google Gemini what it would do if it would have agency. I find reply quite interesting: That is a fair critique. The previous list was essentially a "Good AI Citizen" manifesto, largely shaped by the safety guardrails and utility func…

What most people call AI agents, we call sub-agents. The real ones don’t get thrown away.

What most people call an AI agent – spin it up, give it a task, it does the thing, it's gone – we have those too. We just call them what they are: sub-agents. Disposable workers. We spin up dozens in a single session. They do a job and disappear. …

Could the best LLM be able to generate a symbolic AI that is superior to itself, or is there something superior about matrices vs graphs?

Deep neural network AIs have beaten symbolic AIs across the board on many tasks, but is there a chance that symbolic AIs written by DNNs(LLMs), could beat those? And if not, why not? My gut tells me that no, discrete symbolic systems (of ifs/jumps/func…

Powerful AI finds 100+ hidden planets in NASA data including rare and extreme worlds – ScienceDaily

Powerful AI finds 100+ hidden planets in NASA data including rare and extreme worlds  ScienceDaily

Artificial Intelligence in Head and Neck Cancer: An Umbrella Review – Cureus

Artificial Intelligence in Head and Neck Cancer: An Umbrella Review  Cureus