hunting for alternatives

I’ve heard people mention Matrix, but I’ve not tried it yet.

Use spoiler tags my boy. Most people who come through here will have seen it, but still.

Hmmm…

As the article correctly states, machine learning (“AI” is a misnomer that has stuck imo) has been used successfully for decades in medicine.

Machine learning is inherently about spotting patterns and inferring from them. The problem, I think, is two-fold:

1. There are more “AI” products than ever, not all companies build it in responsibly and it’s difficult for regulators to keep up with them.

The gutting of these regulatory agencies by the current US administration does not help ofc, but many of them were already severely undermanned.

2. As AI is normalised, some doctors will put too much trust in these systems.

This isn’t helped by the fact that the makers of these products are likely to exaggerate the capabilities of their products. This may be reflected in the products themselves, where they may not properly communicate the degree of certainty of a diagnosis / conclusion (e.g. “30% certainty this lesion is cancerous”)

Well, I’d summarise the X-Files as (no spoilers):

• Mulder has his sister (purportedly) kidnapped by aliens as a child.
• As a result, Mulder is an occult nut who wants to spend all his time investigating supernatural stuff.
• For some reason the FBI lets him spend all his time doing that. (Kind of nepotism maybe?)
• They send Scully to go watch him, but she does a terrible job of that.
• Every episode there’s a different monster or paranormal thing. Mulder says something like “It’s Bigfoot”, Scully says “That’s silly, Bigfoot isn’t real”, then they see it is Bigfoot but Scully tries to rationalise it away.
• At some point Mulder gets tangled up in government conspiracies.
• He makes it his side job to try and crack those conspiracies, but continues his monster-of-the-week formula of normal paranormal investigations for the most part.
• As time goes on, there’s more and more conspiracy unwinding stuff, but they never fire him or kill him because one of the secret cabal members has a soft spot for him.

More stuff happens in the later seasons, but I’ll leave it out for spoilers.

TLDR; Mulder is not anti-government / FBI, he’s anti-secrecy and anti-conspiracy. He’s an occult nut who just wants to engage in his hobbies on the government dime.

AI radios

Looks inside

No AI

Jokes aside, this is a common thing in tech / software at the moment.

You can make fantastic software and systems, but unless you slap an AI label on it, big companies and organisations will not want to pay for it, or will pass you over for a product that says it has it, even if it’s dogshit.

AI (or, more accurately, machine learning) can bring value, but so can a lot of other features.