Category: Interesting Technology

AI and Machine Learning in Apple’s World – Updated 10/20

Post author By Philip
Post date August 28, 2016

The extensive article by Steven Levy – The iBrain is Here – is a fascinating read on how Apple are using Machine Learning, neural networks and Artificial Intelligences across product lines. It’s well worth the time to read through, but this quote from Phil Schiller stood out:

â€œWe use these techniques to do the things we have always wanted to do, better than weâ€™ve been able to do,â€ says Schiller. â€œAnd on new things we havenâ€™t be able to do. Itâ€™s a technique that will ultimately be a very Apple way of doing things as it evolves inside Apple and in the ways we make products.â€

The ways this could all be aligned with editing? Speech-to-text; keyword extraction (just like Magic Keywords in Lumberjack System); sentiment extraction; image recognition; facial detection and recognition; speech controlled editing (if anyone really wants that), and the list goes on.

I’d like to believe the Pro Apps Team are working on this.

UPDATE:Â Ruslan Salakhutdinov is Apple’s first Director of AI.

Artificial Intelligence Interesting Technology Nature of Work

Does AI and Robotics give us the opportunity to rethink work?

Post author By Philip
Post date August 19, 2016

Most of the thinking – the little that’s done – around the affect of Artificial Intelligence and Robotics replacing jobs, is somewhat negative, so it was almost a relief to read John Hagel’s perspective that we could use this transition as an opportunity to rethink the nature of work.

Interesting Technology The Business of Production

“AI” put to Practical Use

Maybe I’m pushing this subject a bit hard, but I really believe we are on the cusp of a wide range of human activities being taken over by smart algorithms, also known as Machine Learning. As well as the examples I’ve already mentioned, I found an article on how an “AI” saved a woman’s life, and how it’s being used to create legal documents for homeless (or about to be homeless) in the UK.

Interesting Technology

The Problem with Machine Learning

Post author By Philip
Post date August 11, 2016

I’ve been talking about machine learning and smart APIs recently, where I think there is great potential to make pre-editing tasks much easier. But they are not without their downside. They are built on sample data sets to ‘train’ the algorithm. If that training set is not truly representative of the whole data set, then the results will go horribly wrong.

Cory Doctorow at Boing Boing uses the Trump campaign as an example of how this can play out in ‘the real world’.

Interesting Technology The Technology of Production

Music Videos and Narrative Scripts by Artificial Intelligence?

Post author By Philip
Post date August 4, 2016

A couple of recent articles have pointed to Artificial Intelligence writing, or contributing to, a screenplay. A narrative script. I find this fascinating, even though my own area of interest in applied AI is in non-scripted.

There is no doubt that computer algorithms – up to true AI – will be involved in productions future. Smart people will work out how to master it.

Apple Apple Pro Apps Interesting Technology

Automating Final Cut Pro X

Post author By Philip
Post date August 1, 2016

Since starting work on the Lunch with Philip and GregÂ I’ve battled a little with the multicam. Largely because I’m using it in an atypical way, although I suspect setups like mine will become more common in the future.

My solution was Automator actions, triggered by Function keys and activating an AppleScript, so that the mode is first switched to Video Only (for angles 1 or 2) or Audio only (3, 4 and 5) before switching to the angle. Â It reduces a lot of repetitive strain injury potential!

The tutorial is over at FCP.com, but here’s a little background.

Interesting Technology Media Consumption Video Technology

Augmented Reality is already huge!

Post author By Philip
Post date July 28, 2016
1 Comment on Augmented Reality is already huge!

While Augmented Reality and Virtual Reality often get conflated, they are very different beasts.

Interesting Technology

IBM Watson hosted AI takes over Legal Firm’s Bankruptcy Practice

Post author By Philip
Post date July 25, 2016
2 Comments on IBM Watson hosted AI takes over Legal Firm’s Bankruptcy Practice

Only a few days ago I wrote about smart APIs that developers can use to enhance their apps. Today, John Hauer on TechCrunch postulates that he could not find one job that someday won’t be dehumanized.

Assisted Editing Interesting Technology Metadata The Business of Production

Google adds to smart APIs

Post author By Philip
Post date July 20, 2016

Google today launched a new API to help parse natural language. An API is anÂ Application Programming Interface, that developers can use to send data to, and get a response back. Natural Language Parsing is used to understand language that is available in computer-readable form (text). Google’s API joins an increasingly long list of very smart APIs that will understand language, recognize images and much more.

A lot has changed since I last wrote about Advances in Content Recognition late last year.

Assisted Editing Interesting Technology Item of Interest The Technology of Production

Which technological innovation will take your job?

Post author By Philip
Post date July 12, 2016

We’re all aware that technology changes the workplace. Jobs disappear; sometimes to be replaced by other jobs that didn’t exist before. During the industrial revolutionÂ we were replacing manual labor with machines. The coming revolution is for white collar “knowledge” jobs. How soon will yours be among them?