Group items matching

in title, tags, annotations or url

Graphic on the evolution of work from Forbes Magazine

The use of machine learning, expert systems and analytics in combination with big data, is the natural evolution of what has been two different disciplines. They are converging.

"Knowledge can only be volunteered it cannot be conscripted. You can't make someone share their knowledge, because you can never measure if they have. You can measure information transfer or process compliance, but you can't determine if a senior partner has truly passed on all their experience or knowledge of a case. We only know what we know when we need to know it. Human knowledge is deeply contextual and requires stimulus for recall. Unlike computers we do not have a list-all function. Small verbal or nonverbal clues can provide those ah-ha moments when a memory or series of memories are suddenly recalled, in context to enable us to act. When we sleep on things we are engaged in a complex organic form of knowledge recall and creation; in contrast a computer would need to be rebooted. In the context of real need few people will withhold their knowledge. A genuine request for help is not often refused unless there is literally no time or a previous history of distrust. On the other hand ask people to codify all that they know in advance of a contextual enquiry and it will be refused (in practice its impossible anyway). Linking and connecting people is more important than storing their artifacts. Everything is fragmented. We evolved to handle unstructured fragmented fine granularity information objects, not highly structured documents. People will spend hours on the internet, or in casual conversation without any incentive or pressure. However creating and using structured documents requires considerably more effort and time. Our brains evolved to handle fragmented patterns not information. Tolerated failure imprints learning better than success. When my young son burnt his finger on a match he learnt more about the dangers of fire than any amount of parental instruction cold provide. All human cultures have developed forms that allow stories of failure to spread without attribution of blame. Avoidance of failure has greater evolutionary advantage than imitatio

"Thinking is hard - yet barely a waking moment passes when we're not labouring away at it. A few of us may be natural geniuses, able to work through the toughest tangles in an instant; others, blessed with reserves of willpower, stay the course in the dogged pursuit of truth. Then there's the rest of us. Not prodigies and a little bit lazy, but still aspiring to understand the world and our place in it. What can we do? In Intuition Pumps, Daniel Dennett, one of the world's most original and provocative thinkers, takes us on a profound, illuminating and highly entertaining philosophical journey. He reveals a collection of his favourite thinking tools, or 'intuition pumps', that he and others have developed for addressing life's most fundamental questions. Along with new discussions of familiar moves - Occam's Razor, reductio ad absurdum - Dennett offers cognitive tools built for the most treacherous subject matter: evolution, meaning, consciousness and free will. In his genial style, Dennett guides readers around the pitfalls in arguments, and reveals easier ways to better understand the world around us and our place in it. An enlightening and practical store of knowledge, Intuition Pumps and Other Tools for Thinking will teach you to think truly independently and creatively."

How has Mexico moved from 2 cartels in the 1970s to 9 cartels today? That is the question the Mexican website Animal Político wanted to answer when in January 2015 they started to work on NarcoData, a data journalism project that shows the evolution of 40 years of drug dealing in Mexico, home to the most violent cartels in the world.

Installing thousands of bots has taken a lot longer and is more complex than most had hoped it would be. The 'robotics evolution' had stalled where companies try to scale the localised proofs of concept. #ai