So I've spent nearly the entire weekend watching Humans and I wanted to share what I think of it and maybe get some discussion going.

For those who are not familiar with it, the basic premise is an alternate reality present day where "synths" - robots that replaced humans in most menial tasks - are part of everyday life to the point of being a common household item. Within the first episode we learn that there are a handful of synths that are sentient - thinking, feeling individuals. The show explores the implications of that - how previously-servile machines becoming sentient would impact society. There are many parallels to contemporary issues around racism, xenophobia, fear, and I think the show does good job of handling the topic. It is a smart, well-written sci-fi drama.

So, did anyone else here watch it? What do you think of it?

PS: While the post itself doesn't have any spoilers, the comments do.

Video pitch: The world’s first open source AI | Mycroft AI | HT Summit 2017

Fast Company article: Can Mycroft’s Privacy-Centric Voice Assistant Take On Alexa And Google?

Kingscrowd review: Top Deal: The Secure Open Source Voice Assistant Of The Future

I'm not a techie by any means, but I stumbled across Mycroft AI some time last year, and I'm keeping half an eye on its progress. If ever I get myself a digital assistant, I think it's likely to be Mycroft. (I also love the name!)

I wondered if anyone else had any thoughts about this.

Ursula K. Le Guin was my favourite SciFi & Fantasy writer. Her passing earlier in the year was a great loss.

I'm reading her scifi-fantasy book Always Coming Home (1985), a compilation of "in-universe" codices and oral traditions as seen by an anthropologist. Her works were usually put in the "soft scifi" bin, as opposed to the "harder" genre. What caught my attention was a passage from the book, as appeared in an oral narrative (p. 161):

There are records of the red brick people in the Memory of the Exchange, of course, but I don't think many people have ever looked at them. They would be hard to make sense of. The City mind [a vast autonomous network of computers] thinks that sense has been made if a writing is read, if a message is transmitted, but we don't think that way.

Here we're called to notice the information vs. meaning distinction, for which a lot has been said and will be said. It was striking to me how the definition of "sense" according to the "City mind" closely paralleled the concept of information in Claude E. Shannon's seminal paper, A Mathematical Theory of Communication (PDF link). There, "information" simply meant what was transmitted between a sender and a receiver. It gave rise to a consistent definition of the amount of information based on the Shannon entropy.

However, we implicitly feel that this concept of information isn't encompassing enough to include meaning -- a vague term, but one we feel to be important. It seems that meaning enters information only as we (or someone) interpret it. In the words of computer scientist Melanie A. Mitchell, "meaning" seems to have an evolutionary value (Complexity: a Guided Tour, 2009). I feel that we could as well say, meaning may be bonded to the bodily and messy reality where flesh and blood living is at stake.

Returning to the passage in the novel, for me it was read as a rare spark of "hard" science in Le Guin's scifi works. Was it possible that she actually read into the information theory for inspiration? I don't know. But it appears to have captured the tension in the "ever-thorny issue" of meaning vs. information. For the computers, "sense" follows the information-theory concept of information; but for the human people in the story, it "would be hard to make sense of" the information in that way.

Do you have similar "aha" moments, where you find a insightful moment of grasping an important "hard-science" idea while immersed in a "soft" scifi/fantasy work?

Or, we can talk about anything vaguely connected to this post :) Let me know.

I was scrolling through Instagram when I saw an ad for an AI budgeting app called Cleo

I was wondering if anyone had experience with this app or has heard anything about it? I do want to start using budgeting assistants since I'm pretty bad fiscally.

Does anyone use budgeting apps? If so, what would you recommend?