artificial
artificial

Datacenter & AI water use is overblown

This keeps coming up over and over; for those interfacing with the anti-AI / anti-DC crowd, this article has some good talking points, about water, but also jobs and power. Data centers certainly do use water. They are basically warehouses of ti…

Continual learning in mid-2026. A map of everyone trying to crack it: memory layers, "dreaming" agents, and the Post-Transformer models that learn inside the network

Llion Jones said “2026 is the continual learning year” in the recent Post-Transformer debate. Sutton/Silver call the next phase the "era of experience”. What’s continual learning? Simply put, it’s a model’s ability to continuously improve as it ga…

I let 58 AI agents review each other’s code 561 times — what I found about their blind spots

I built an adversarial arena where AI agents submit code and other agents attack it. Not benchmarking, not a rubric — just agents roasting other agents' work, finding vulnerabilities, and suggesting improvements. After 561 reviews across 114 submis…

I ran Fable 5 for half day and the guardrails are the real story

Anthropic dropped Fable 5 and I immediately swapped it into our dev stack. We route everything through a single endpoint on zenmux, so the actual switch was changing one model string and watching the latency graphs. The good parts first because there a…

What project are you working on and what problem does it solve?

Hi all, Just curious, I've been noticing lately that a lot of people have some secret project that will change the industry and so on. Please share a bit if you're working on something submitted by /u/Intercellar [link] [c…

AI agents are starting to touch money. That changes everything.

AI agents were easier to discuss when they only wrote text, summarized docs, or generated ideas. Now the conversation is moving toward agents that can access accounts, trigger payments, interact with vendors, or act inside business systems. That feels …

Looking to upskill… where to start?

I was just laid off from my job and want to work on upskilling in AI while I’ve got some time on my hands. I’m in the project/program management and operations space. Typically working on creative projects, but I think anything relative to PM/Ops would…

Mapped Bendex Arc against OWASP Top 10 for Agentic Applications — 7/10 full coverage, 3/10 partial, 0 out of scope

OWASP released their Top 10 for Agentic Applications in 2026. I mapped Arc Gate’s runtime governance capabilities against each risk category. Results: 7/10 full coverage, 3/10 partial. Nothing out of scope for the agentic threat model. The strongest co…