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Experiments...
September 8, 2026
To view in a web browser: https://buttondown.com/eho/archive/experiments First, a quick foray into "endless credits" and Fable 5 before I dive into my first...
Collective Defense
August 29, 2026
Thanks Phillip, for alerting me to the recent "collective defense" initiative led by OpenAI and signed by, well, just about everyone who matters. A call for...
Open vs. Closed Weights
August 28, 2026
I saw yet another article (link unnecessary) where Chinese labs (Z.AI in this case) criticize American frontier labs' use of closed weight models as...
DPO and Agent Alignment
August 27, 2026
I was reconstructing my list of "seminal AI papers" which I fumbled and lost when I exited the corporate firewall. Turns out you can't share an Edge...
Alignment and Reward Hacking (OpenAI/HuggingFace)
August 27, 2026
I couldn't help myself, during my "weekly AI reading", links for the METR and OpenAI reports on this incident appeared in my feed. So, I read them almost in...
The Genie Problem
August 25, 2026
Raghavan and Shneier wrote an article in IEEE Spectrum about how we have created genies. AI Agent Benchmarks Need to Measure User Intent - IEEE Spectrum I’m...
AI Inference Server Bring-Up
August 20, 2026
Our return from our annual “local vacation” was greeted by a Category 1 hurricane, which delayed the bring-up of the new inference server by a few days. We...
3060 eGPU setup
August 7, 2026
A short one today due to being on a real “away from home” vacation. I finally set up the 3060 in the Sonnet eGPU enclosure. This is an enclosure with power...
Local AI inference build
August 1, 2026
As I was preparing to leave the enterprise Github Copilot unlimited token all-you-can-eat buffet, I started to put a keen eye on token usage. In the early...
Perception
July 30, 2026
It’s probably clear from the previous posting on “holding it wrong” that I hadn’t seen the Microsoft Security announcement around MAI-Flash-1-Cyber...
They're holding it wrong...
July 29, 2026
Recently, the “magnificent 7”, led by nVidia sent a confusing set of missives one right after another. The first one discussed how we should fight...
EHO calling in...
July 29, 2026
I will write occasional thoughts here, mostly on AI and specifically AI safety/security, but the topic list is only limited by imagination and aversion to...