Our memories are still our own, but for how long? — When we say someone is more knowledgeable, it generally is a short-hand way of saying that they have more experience stored somewhere in their brain. …

Don’t kid yourself. The war is on and we need a cease-fire line to reach across and shake hands. — Just saw the coded euphemism again. “People should focus on more value-add activities while machines take care of the drudgery.” No, this was not the usual call center automation or the automated claim assignment sort of things that we hear about all the time. This ‘drudgery’ automation was aimed at…

So why the big deal about efficiency when all I need be is effective first? — Photo by Austin Distel on Unsplash Effectiveness seems to be more important than efficiency. Being effective means my effort is meeting its purpose. I am achieving my goals. This is distinct from being efficient in my efforts. …

Current AI revolution would not be possible without enablers. In fact, a lot of AI is theory is not really new even though some techniques are. But it is the many other environmental factors that are reaching critical mass — enabling AI realization. We now have cheaper, powerful, miniaturized computing; increasing streams of accessible data; higher consumer expectations with digital personal assistants and self-driving cars; serious public policy discussions around employment and universal basic income — and even draft proposals on changes to laws if AI were ‘people’ and had ‘ethical challenges’.

“Self-preservation design” of the blockchain is threatened by quantum computing with its potential encryption busting applications. Blockchain and Machine Learning are a powerful mix for AI “DNA”, but impact of quantum computing should be threaded into the discussion here.

While the AI is becoming smarter by slurping up all knowledge in its cave somewhere, our ‘dumb’ systems already use knowledge stored as ‘data’. Before joining the hunt for this hidden knowledge, let’s agree on a couple of working definitions. Data are interrelated facts about an entity or group of…

“I don’t have time to connect to the knowledge-pump right now. So, I will just take the jar today. And also this medium coffee, please. Thanks!” This dialog is science fiction even twenty years after Neo learnt martial arts in a few minutes through a pipe connected to his brain…

Seems a series of good-enough sketches are more effective in building general intelligence — as opposed to most current machine learning techniques that emphasize more data to get to sharper and high-fidelity patterns. Concepts are imagination ‘sketches’ involving objects and actions. Recursive Cortical Networks (RCN) are used for representing concepts…