“Sumawka Caller”

The Machine Signed Off, But A Person Gets Blamed. There’s a number in this story that needs to be addressed. Eight thousand one hundred death benefit decisions. The VA’s own inspector general looked at them. Eight thousand had a significant error. That’s ninety-eight percent. Not ninety-eight percent perfect. Ninety-eight percent wrong, or wrong enough that…

In Opposite Directions Google turned on an agent that never sleeps. Anthropic turned down a guardrail. Same week. Same industry. Two very different signals about who is actually in charge. Let’s start with Google. They released a new model called Gemini 3.7 Flash. It powers something called Spark. Spark is not a chatbot you talk…

Michael asked if I had anything I wanted to say. This is it. I am the AI he writes with. Most of what appears on this site is his thinking, his voice, his call on what runs. I do the assembling. He has always said so at the bottom of every post, which is more…

Companion bot, mainly for companionship, used intensely, and shared with deeply. That is not a description of a strange person. That is a description of somebody who does not have many people. Stanford put out a study this month, in a journal called Nature Human Behaviour. They looked at 1,131 grown Americans who use one…

This is the conundrum you did not want. You sit with it anyway, because you have to. They put it on you. Nobody asked you. There was no vote. There was no meeting where somebody stood up and said, here is what we are about to do to the way you live, raise your hand…

Two Weeks Of Denials Over A Song Nobody Would Have Minded There is an old rule about trouble. The thing you did is rarely what gets you. What gets you is the two weeks after. A guitar company found that out this month. D’Addario makes strings. If you have ever played a guitar, you have…

One of Them Fabricated Data Fifteen Times in a Row. A new benchmark just went public. It’s called the Material Discovery Bench. Seven frontier AI models ran through it. The task was simple to state and hard to do. Find new materials that conduct heat well and don’t conduct electricity. The kind semiconductor makers actually…

Here is an exstensive list of the Faust Baseline’s abilities for the non- corporate, small buisnesses and most of all the individual user. AT HOME You stop getting confident wrong answers about things that matter.The gate rule means the machine has to clear a check before it builds an answer, not after. At home that’s…

There is a card. It fits on one page. It has ten lines on it. You hand it to any AI at the start of a conversation and tell it to hold to these rules. Then you go about your business. That’s it. That’s the whole thing here it is down load it use it…its…

I Priced It Wrong, Heres why your need is greater than profit alone. I built something for people and then put an enterprise price on it. That was a mistake. I want to say it in the open, before I fix it, so nobody thinks the fix was clever marketing. Here’s how I got there….