Overview: Innovation Strategy

Fuller knew... new ideas might emerge from the chance meeting of disparate information in a curious mind

today’s news outlets are all in a no-win situation where they are forced to contribute to the causes of their own demise to survive... well-meaning people try to “fix” the news. But instead, those methods erode trust in all news outlets... You can draw a straight line from the bad incentive structure forced upon news outlets to the unprecedented d…

... fears about how changing technology is affecting the quality of information and the state of our democracy. ... heated debate about the role and size of tech platforms and the extent to which their activities should be regulated. Artificial Intelligence (AI) takes over from mobile as the hottest topic in technology...Expect widespread innovati…

deep learning... is the reason we’re on the brink of a more general intelligence... essentially one algorithm (with many minor variants) that can adjust its own structure to solve a problem, directly from whatever massively large data set you feed it... we’re seeing extremely narrow systems right now is because they’re extremely useful... we are …

The privations of the past decade and a half have unleashed nothing if not a stream of flimsy would-be innovations... as a public service, we offer this starter list of Media-Innovation-Don’ts.

cognitive psychologist Ronald T. Kellogg explores how work schedules, behavioral rituals, and writing environments affect the amount of time invested in trying to write and the degree to which that time is spent in a state of boredom, anxiety, or creative flow... High-intensity noise that exceeds 95 decibels disrupts performance on complex tasks b…

“We want to believe that we are thinking, rational people and on occasion tangle with emotion... The truth is we are emotional beings who on occasion think.”... Holacracy has been criticized for putting a disproportionate focus on process... pushing Zappos employees to operate in a way that goes against their very human nature... The overwhelming …

Facebook’s application for Patent 0350675: “systems and methods to identify objectionable content.” ... filed in June 2015, describes a sophisticated system for identifying inappropriate text and images and removing them from the network... improve the detection of pornography, hate speech, and bullying... much easier to identify than false news s…

the increasingly collaborative nature of modern science. Perhaps nothing captures this dichotomy better than the story of the Higgs discovery... Almost 3,000 people qualify as authors on the key physics papers ATLAS produces... easier to guard against bias in interpreting the data The depth and breadth of this effort transform the act of discov…

There’s large-scale, statistically significant research into the impact of search results on political views... Google is doing a horrible, horrible job of delivering answers here. It can and should do better... people are finally saying, ‘Gee, Facebook and Google really have a lot of power’ like it’s this big revelation. And it’s like, ‘D’oh.’”…

Business coaching to a media startupOne of the smallest, yet sweetest, projects of 2016 was helping specialist online media Borderlexrethink its business and relaunch its website. Coaching ranged from overall business model right down to the nuts and bolts of social media promotion, engagement and monitoring.

Where are companies at in their digital transformation efforts?... I define iteration as doing the same things better. Innovation is doing new things that unlocks new value for your customers. Only one of those can lead to disruption, which is doing new things over time that make the old things obsolete.

Robert Putnam -- famous for "Bowling Alone," ... found that the greater the diversity in a community, the fewer people vote and the less they volunteer, the less they give to charity and work on community projects.... virtually all measures of civic health are lower in more diverse settings... "Diversity... seems to bring out the tu…

Perfectly open communities always go sour. You need filters. Every functional community has them. And that’s where machine learning comes in... If you can detect trolls, you can protect the people they’re trolling by muting or putting a warning over the trolls’ posts... Twitter... already have a way of screening out porn. Why don’t they do the sam…

a lot of people don’t know fake news when they see it, sensationalized reports are more likely to go viral on social media than sane ones, and distrust of traditional (and genuinely more reliable) media sources is rising. Professor Nicole A. Cooke ... focusing on human information behavior, information literacy, and diversity in librarianship.... …

mainstream AI tools: machine learning and deep learning...lack an element that will be key to building the sentient machines ...

If you think this election is insane, wait until 2020... technologies like AI, machine learning, sensors and networks will accelerate. Political campaigns get ... so personalized that they are scary in their accuracy and timeliness. The single most important factor influencing your voting decision is your social network… so you can bet that politi…

trillions of dollars are spent on making the world technologically ‘smarter’ ... but very little is spent on getting humans ready for that future... We will need to decide, very soon, where humans end and machines start, and vice-versa- and this is an ethical question NOT a technological challenge.

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…