Overview: Innovation Strategy

Fernando Pereira, who leads Google’s projects in natural language understanding, is less excited about his company’s shiny new devices than he is about what will happen when people use them... how can a machine truly understand phrases... machine learning; specifically... neural networks... use sophisticated algorithms and tons of data to train t…

When her best friend died, she rebuilt him using artificial intelligence... Memorial bots ... seemed both inevitable and dangerous. ... is it really what’s beneficial for us? Is it letting go, by forcing you to actually feel everything? Or is it just having a dead person in your attic? ... Today’s bots remain imperfect mimics ... Any suggestion …

Within five years robots and so-called intelligent agents will eliminate many positions in customer service, trucking and taxi services, amounting to 6 percent of jobs... The bots of 2021 will be much better at understanding human language, and they will be better at learning from users and increasingly able to handle more complex scenarios.

This report is the first in a series to be issued at regular intervals as a part of the One Hundred Year Study on Artificial Intelligence (AI100).

Times’ Maker Week — a weeklong initiative for the paper’s developers, designers, product managers, and other newsroom staffers to take a break from their typical work and focus on other projects... the Times holds quarterly Maker Days where staffers can spend a day doing research or pursuing another type of learning opportunity that they may not …

summary of Kevin Kelly’s Seminar “The Next 30 Digital Years”, ... part of The Long Now Foundation’s Seminars About Long-term Thinking. a dozen “inevitable” trends will drive the next 30 years of digital progress...

Salesforce’s Peter Coffee offers a singular analysis of the meaning of singularity and its key consequences.

Executive leaders are involved more than ever before in using online communities to solve important business issues ... But budgets are not keeping up with demand, and measuring value isn't getting much help from platform vendors... The majority of organizations have now deployed some form of community platform to help workers, typically in the f…

If your meetings are like most, there are two or three people who always speak up and a handful of others who hang on the sidelines. ... a drag on your meetings' productivity... It's not enough just to bring a more diverse workforce in through your doors. You need to get everybody talking—meaningfully, collaboratively, and regularly—in order to m…

We asked  respondents to share the different types of challenges they face... changing company culture lead with 63% of respondents stating that it is an extremely significant to successfully lead digital transformation efforts toward fruition... executive support is key to sanctioning change and investing in it

Jobs instructed the architect to design physical space that encouraged staff to get out of their offices and mingle, particularly with those with whom they normally wouldn’t interact. Jobs believed that serendipitous exchanges fueled innovation... The more diverse a person’s social network, the more likely that person is to be innovative... we use…

The heart of differentiation therefore is your company’s ability to develop and promote distinctive products, services, and branded experiences on a consistent basis.  It’s not the output that sets you apart, but the way that everything you do supports the product and gives it context... set apart your company as a whole, instead of staking your f…

The Turing Test is supposed to determine whether a machine can think, or seem to think. How would you test whether a machine can process and simulate feelings so well that a human user could develop real feelings for it? Well, how do you test whether you could love anyone?You flirt.... The goals of flirting... resemble the goals of contemporary …

After so much talking about the risks of ultraintelligent machines, it is time to turn on the light, stop worrying about sci-fi scenarios, and start focusing on AI’s actual challenges, in order to avoid making painful and costly mistakes in the design and use of our smart technologies... Believers in true AI and in Good’s ‘intelligence explosion’…

AI can be effective, particularly its Natural Language Processing (NLP) aspect — but only in the right context... we need to work out when it’s a help and when it’s a hindrance... Whilst AI may be the new kid on the technological block, it works best as a complement to good UI, not a substitute.

Technology is superior when humanity is woven into its DNA. I’m newly fond of saying, “Everyone is working on Artificial Intelligence, what about just, Intelligence?” Jelly sprung from the question, “What would search look like if it were created today?” We knew mobility and good old, human experience would be defining factors.... Enter your quest…

I haven’t yet met a single bot that actually does ANYTHING better than a great UX... that actually does ANYTHING beyond a narrow scripted interaction. They all seem OK inside a script (in English), but become super-annoying very fast, when moving out of their pre-designed limits. So I decided to deploy a chatbot, without building one, just to see …

You can now chat with all sorts of bots through a number of messaging services... The trouble is that computers still have a hard time understanding human language... but chatbots are still prone to confusion and misunderstanding... The best commercial chatbots will most likely be those that recognize their own limitations... There have been no …

Picture a nightmarish future in which half-witted “conversational user interfaces” drive us insane with mindless conversation and misunderstandings...chatbots may be incredibly annoying. And things may be even more annoying if app designers fail to appreciate the significant challenges that remain with using computers to parse and respond to natur…

bandwagons are bad for your health, as illustrated by the impending death of content marketing and the gathering backlash against Slack (Slacklash? BackSlacksh?) and (already!?) chatbots.

What happened when I was invited to “do a Rápido” at the IABC’s conference in Rotterdam earlier this week.

TL;DR: because you think it’s a solution in itself, while it’s merely a framework for organizations to create them in an efficient and controlled manner.

But Go programs still fell far short of human players in ability. It seemed as though a strong intuitive sense of board position was essential to success.What’s new and important about AlphaGo is that its developers have figured out a way of bottling something very like that intuitive sense... .Just because neural networks can do a good job of cap…

The hard part is striking the right balance. The just-right spot where everyone knows enough, no one feels like they know too little, and no one feels like they’re being over-informed to the point of it being annoying or distracting. And doing it all at a variety of resolutions — big picture, medium-picture, and small picture — without overdoing i…

At first, Fan Hui thought the move was rather odd. But then he saw its beauty. “It’s not a human move. I’ve never seen a human play this move,” he says. “So beautiful.”... AlphaGo ... has beaten the very best by playing in ways that no human would.... AlphaGo has taught him, a human, to be a better player. He sees things he didn’t see before. And …

AI still can’t ... deal with natural language well enough, but it’s getting much better. And the way translation’s currently done will change because Google now has what promises to be a much better way to do machine translation.

the rise of Trump using language of how we talk about startups that become black swans.

the fear is that the platform will change without warning, and teams will have ended up wasting precious time and effort before they get a chance to get it right or reap the benefits if they do.

What we’ve learned is that group chat used sparingly in a few very specific situations makes a lot of sense. What makes a lot less sense is chat as the primary, default method of communication inside an organization.... All sorts of eventual bad happens when a company begins thinking one-line-at-a-time most of the time... Frazzled, exhausted, and …

data enrichment platforms have become a valuable resource for data scientists looking to automate and scale the cleaning, labeling and enrichment of data using human intelligence for machine learning — i.e. training data creation.