Overview: Digital Transformation

The things that you can change (depth of the network, the activation function, the learning rate, etc.) are called hyperparameters. So by clicking around in the playground, you are "modifying the hyperparameters of a feedforward multilayer neural network".

a four-factor definition of what I consider to be a vertical AI startup:... full-stack fully-integrated solution to the end customer problem from the interface ... down the stack to the functionality, models, and data;... deep subject matter expertise... trust, respect, and relationships within the industry.... combine the subject matter and tec…

startups today need to build systems of intelligence™ — AI powered applications — “the new moats.”... SaaS and cloud services can have strong economies of scale; ... your product or service has “network effects” if each additional user ... accrues more value to every other user;... Proprietary software or methods is where most technology compan…

Here’s a discussion of the way machine learning-first startups are built, which ones are pushing the ecosystem forward, and why they look so different than the SaaS startups that came before them... you can do very interesting things with IBM Watson... if you spend a few months and a significant amount of money training it... their marketing claim…

big data has transformed AI, to an almost unreasonable level. Blockchain technology could transform AI too... Some applications ... mundane... Some appear almost unreasonable, like AI that can own itself ... This article will explore these applications... blockchains introduced three new characteristics: decentralized / shared control, immutable …

Deep Learning systems will most likely not be programmed in the manner that we do today. Rather, it will be more like working with a biological system where we purposely condition the system to achieve our objectives.

Q Data is a marketplace for selling and buying raw and aggregate data, and Tasko offers on-demand data collection... Many enterprises have plenty of data but don’t know how ... Latent value lurks everywhere... many startups know how to turn data into value using AI, but they’re starving for data.... Blockchain... will allow figuring out who orig…

Building on our Primer on Artificial Intelligence, this microsite is intended to help newcomers (both non-technical and technical) begin exploring what's possible with AI... a resource for anyone asking those questions, complete with examples and sample code

Meta-Learning can be understood as algorithms the search and select different DL architectures. Hyper-parameter optimization is an instance of this, however there are another more elaborate algorithms

The video distills the current state of AI into 3 waves... simplified presentation because it lumps all of machine learning, Bayesian methods and Deep Learning into a single category. There are many more approaches to AI that don’t fit within DARPA’s 3 waves. Pedro Domingos ... talks about the 5 Tribes of AI: Connectionists, Symbolists, Evolutiona…

A.I. Writer ... wrote an article. The only instructions it received were to write a story with the headline “Sugar controversy history”. It received no other input ... AlphaZero, the A.I. from DeepMind, learned to be the best at chess than any human in less than four hours.

“If your job consists of Tweeting for someone else, you owe it to yourself to think of something else in 2018. Particularly if you’re under 35."It’s early January, and so time to add to the slew of “What you should do in 2018” posts sloshing around the Net.

non-stop activity isn’t the apotheosis of productivity. It is its adversary.... the work we produce at the end of a 14-hour day is of worse quality than when we’re fresh... undermines our creativity and our cognition... make us feel physically sick... For people over 40, research found that a 25-hour work week may be optimal for cognition... elite…

Reuters designed a social monitoring tool, the Reuters News Tracer, which can identify events that are breaking on Twitter, analyzing millions of tweets with almost 80 percent accuracy.

help organisations understand what KM is and how to approach it. The standard represents current good practice in KM... To get the most out of the webinar, please take a look at the standard beforehand:

an ecosystem that rewards publishers in a new kind of way... to disrupt the current financial norms of online publishing... reward users for browsing the web... make advertising less intrusive and more relevant... let readers ... ‘tip’ websites that they visit based on time spent on the site.

it is important for change agents to identify and solve real problems by developing the important skills for collaboration, storytelling and influence... Although digital transformation is one of the biggest trends in business today ... many still do so as a grassroots effort driven by resourceful individuals — digital change agents ... Digital c…

Chatbots are the digital democratizer of our day... natural, conversational interaction ... enabling participation ... for everyone... At the heart of creating chatbot ease of use is language design...

new crypto-economy for fearless, independent journalism that will empower action for change... the absolute dysfunction of the global information architecture — represented in the intersection of mainstream media outlets, social technology platforms and giant digital aggregators — that is sowing confusion, and paralyzing us... the global media in…

“We wanted democracy... but got mobocracy.”... Bots generated one out of every five political messages posted on Twitter in America’s presidential campaign last year... “we need to reform our attention economy.”... groups which had mostly been excluded from the mainstream media... developed the dark arts they would use to further their agendas..…

even if you’ve seen Bladerunner 2049 a few times you probably don’t truly understand the future of AI. But don’t let a lack of knowledge stop you from being seen as an AI industry expert.

News Quality Scoring Project ... humans and algorithm to separate “commodity news” from “value-added news” ... based on quantifiable and qualitative signals — like word count, freshness versus evergreen material, quote density, contextualization, and the presence of a byline... human/machine, subjective/objective hybrid as the still-under-constru…

“Governments in Europe have been spending money for years on improving the availability of services online, and uptake was always below expectations... citizens didn’t want to use the online platform. The idea was to digitise a process without improving it.”... there is a much bigger prize ... an opportunity to use the internet as a platform for…

the hashgraph consensus algorithm... much more cost-effective ... 50,000 times the speed, safer ... more efficient ... mathematically fairer than the blockchain.... the future of the internet and decentralized technology. 

AI is increasingly being used to support public participation in policy. While they offer a lot, they could invisibly skew policy if used carelessly.- 3rd post in preparation for my EWRC 2017 workshop on online communities and public participation in policy 

In an era of “wicked problems” why are current leadership behaviours and culture apparently not fit for purpose? ... so many failures in policy and strategic forecasting? Are they human frailties? Or ... systemic?

appointing facilitators to help us make the most of each meeting....more effective, so you (and everyone else) can make the most of your time.more inclusive, because the loudest person won’t dominate the room.more fun. You’re digging into challenges, identifying what can actually get done, and moving on.Here are a couple of typical meeting challen…

to create a team that is collectively intelligent, you likely need to focus on three specific factors that he and his colleagues have identified in their research...

This edition focuses on getting the most out of podcasts and so includes a new tweak to my personal content strategy.

I was particularly ashamed of the way that the AAA ratings, which were in some sense a mathematical promise of safety, had been actually just lies, mathematical lies... like a weaponized mathematics ... actually people don’t want to know what their actual risk ... mathematics ... was being used ... so that people could go on doing essentially corr…