Showing posts sorted by relevance for query ball and chain. Sort by date Show all posts
Showing posts sorted by relevance for query ball and chain. Sort by date Show all posts

Thursday, October 04, 2018

Blockchain looking more and more like a ball and chain?

I was at a conference of CEOs and analysts yesterday and saw presentation after presentation on Blockchain. Then, when I chatted to those in the audience, found that not a single one:
  • Knew what it was
  • Actually used it
  • Could think of uses for it
In over 30 years in the tech industry, I’ve never know a concept so opaque that caused so much fuss. More worrying was the complete lack of awareness about its:
  • energy consumption
  • storage needs
  • bandwidth needs
  • origins in crypto-currency
I gave a talk on Blockchain in learning two years ago in Berlin, where I was pretty upbeat, outlining its structure and possible uses in learning around trusted legers for qualifications and badges. I even got married using Bitcoin on Blockchain! Yet I’ve fallen out of love with this technology. I’ve still to see a single implementation in learning that is worth the candle. In truth education and training does not want to be decentralised and democratised or disintermediated, as almost everyone in the field works in an institutions that will protect themselves to the death. Put aside payment, as one could well imagine that this will happen as the reduction of transaction costs makes commercial sense, Blockchain looks increasingly like it is largely irrelevant in the learning world.
Opaque
Despite all the diagrams and explanations about blocks, hashes and distributed databases, Blockchain remains an opaque term, even, I suspect, to those shovelling out grants and research money. It is not easy to grasp and needs some level of technical knowledge to unravel. I remember Jeff Staes, standing with his back to the audience in Berlin, screaming ‘What the fuck IS Blockchain?’. His point was that if we don’t know what it is why are we so sure about its uses in education and training?
Solution looking for problem
Software fails when there is no market demand, and people start looking for problems that are already solved by simpler and cheaper solutions. Many of the e-portfolio and qualifications problems are quite simply satisfied by existing systems, where centralised storage and security is already in place, especially in these times of data regulation (more of that later). Locking these problems down in a complex and opaque distributed database, is starting to seem like overkill.
Badges
Badges are one of those ideas that I wish had worked but haven’t. Like Blockchain itself, the badges idea has run its course and demand has faltered. Lacking credibility, objectivity, transferability and motivational pull, they simply hit institutional resistance. So to depend on badges and other forms of mico-credentialism is, sadly, no longer the platform on which Blockchain solutions can flourish.
Data regulation
Decentralised databases make sense but there are serious problems in terms of data regulations. Data has, historically, been almost universally stored centrally in databases. On public blockchains, however, this data is massively replicated across the entire distributed database. One solution is to cleave off the trusted hardware for the management and privacy of transactions. Management and privacy are big issues here and I’m not convinced that those recommending Blockchain have solutions that will escape the massive potential fines that are enshrined in EU law. This is a legal minefield that may well block Blockchain projects, especially in the learning world. It will be interesting to see how this plays out. For the moment, I’d stay well clear, as the risks are too high.
Energy consumption
Bitcoin, which uses blockchain, has been estimated to use more electricity than the whole of Ireland and that consumption is rising, rapidly. The huge number of hash calculations across the distributed database gobbles up energy. As long as there is a margin in mining for bitcoin, this energy consumption will continue. One bitcoin mining facility in Russia was shut down because it defaulted on paying its vast electricity bill. In these days of sustainable growth and climate change, Blockchain has a BIG problem and it’s getting bigger.
Huge storage
Some see Blockchain as the new internet, in the sense that it will be the new form of co-operative cloud storage. But that is still a pipe dream. First, we need bigger pipes and second, way more storage. Remember that storage prices have fallen dramatically but Blockchain is a famously bloated system and still costs money to run. 
Disagreements
You may imagine that Blockchain is a simple, unitary piece of technology. It is not. The community is full of road-map wars and disagreements between factions. It will be some time before all of this is stable enough for real implementations.
Trust a problem
For a system that promises a trustworthy leger, Blockchain is built on the premise of ‘trust’. Yet its origins in Bitcoin and crypto-currency may well be its undoing. Few would deny that Bitcoin, in particular, is soaked in money laundering and other forms of criminal activity. Being secure and unhackable is a technical issue, gaining the trust of institutions and consumers is a psychological issue. Blockchain may never cross that Rubicon.
Conclusion
A chain is no stronger that its weakest link and although Blockchain is a distributed, unhackable chain, it has weak links are outwith that technical chain - in terms of opacity, complexity, regulation, energy consumption, bandwidth needs, storage needs, and trust. Software fails when it is just too damn complex to get your head around and the consequences were not thought through in terms of regulation and other demands on bandwidth, processing power and storage. There is a chance that Blockchain may sneak into be the underlying, secure technology for the entire internet, with individual private keys but it has to overcome the problems above and overturn the existing system. This, I think, is unlikely. Blockchain is starting to look less like a great solution and more like a ball and chain.

Wednesday, January 02, 2019

Year of learning dangerously – my 15 highs and lows of 2018

So 2018 is behind us. I look back and think… what really happened, what changed? I did a ton of talks over the year in many countries to different types of audiences, teachers, trainers, academics, investors and CEOs. I wrote 65 blogs and a huge number of Tweets and Facebook posts. Also ran an AI business, WildFire, delivering online learning content and we ended the year nicely by winning a major Award. 
So this is not a year end summary nor a forecast for 2019. It’s just a recap on some of the weirder things that happened to me in the world of ‘learning’…
1. Agile, AI-driven, free text learning
As good a term as I can come up with for what I spent most of my year doing and writing about, mostly on the back of AI, and real projects delivered to real clients of AI-generated award winning content, superfast production times and a new tool in WildFire that gets learners to use free-text, where we use AI (semantic analysis) as part of the learning experience. Our initial work shows that this gives huge increases in retention. That is the thing I’m most proud of this year.
2. Video is not enough
Another breakthrough was a WildFire tool that takes any learning video and turns it into a deeper learning experience by taking the transcript and applying AI, not only to create strong online learning but also use the techniques developed above to massively increase retention. Video is rarely enough on its own. It's great at attitudinal learning, processes, procedures and for things that require context and movement. But is it poor at detail and semantic knowledge and has relatively poor retention. This led to working with a video learning company to do just that, as 2+2 = 5.
3. Research matters
I have never been more aware of the lack of awareness on research on learning and online learning than I was this year. At several conferences across the year I saw keynote speakers literally show and state falsehoods that a moments searching on Google would have corrected. These were a mixture of futurists, purveyors of ‘c’ words like creativity and critical thinking and the usual snakeoil merchants. What I did enjoy was giving a talk at the E-learning network on this very topic, where I put forward the idea that interactive design skills will have to change in the face of new AI tech. Until we realise that a body of solid research around effortful learning, illusory learning (learners don’t actually know how they learn or how they should learn), interleaving, desirable difficulties, spaced practice, chunking and so on… we’ll be forever stuck in click-through online learning, where we simply skate across the surface. It led me to realise that almost everything we've done in online learning may now be dated and wrong.
4. Hyperbolic discounting and nudge learning
Learning is hard and suffers from its consequences lying to far in the future for learners to care. Hyperbolic discounting explains why learning is so inefficient but also kicks us into realising that we need to counter it with some neat techniques, such as nudge learning. I saw a great presentation on this in Scotland, where I spoke at the excellent Talent Gathering.
5. Blocked by Tom Peters
The year started all so innocently. I tweeted a link to an article I wrote many moons ago about Leadership and got the usual blowback from those making money from, you guessed it, Leadership workshops.. one of whom praised In Search of Excellence. So I wrote another piece showing that this and another book Good to great, turned out to be false prophets, as much of what they said turned out to be wrong and the many of the companies they heralded as exemplars went bust. More than this I thought that the whole ‘Leadership’ industry in HR had le, eventually to the madness of Our Great Leader, and my namesake, Donald Trump. In any case Tom Peters of all people came back at me and after a little rational tussle – he blocked me. This was one of my favourite achievements of the year.
6. Chatting about chatbots
Did a lot of talks on chatbots this year, after being involved with Otto at Learning Pool (great to see them winning Company of the Year at the Learning technologies Awards), building one of my own in WildFire and playing around with many others, like Woebot. They’re coming of age and have many uses in learning. And bots like Google’s Duplex, are glimpses into an interesting future based on more dialogue than didactic learning. My tack was that they are a natural and frictionless form of learning. We’re still coming to terms with their possibilities.
7. Why I fell out of love with Blockchain
I wrote about blockchain, I got re-married on Blockchain, I gave talks on Blockchain, I read a lot about Blockchain… then I spoke at an event of business CEOs where I saw a whole series of presentations by Blockchain companies and realised that it was largely vapourware, especially in education. Basically, I fell out of love with Blockchain. What no one was explaining were the downsides, that Blockchain had become a bit of a ball and chain.
8. And badges…
It’s OK to change your mind on things and in its wake I also had second thoughts on the whole ‘badges’ thing. This was a good idea that failed to stick, and the movement had run its course. I outlined the reasons for its failure here.
9. Unconscious bias my ass
The most disappointing episode of the year was the faddish rush towards this nonsense. What on earth gave HR the right to think that they could probe my unconscious with courses on ‘unconscious bias’. Of course, they can’t and the tools they’re using are a disgrace. This is all part of the rush towards HR defending organisations AGAINST their own employees. Oh, and by the way, those ‘wellness’ programmes at work – they also turned out to be waste of time and money.
10. Automated my home
It all started with Alexa. Over the months I’ve used it as a hub for timers (meals in oven, Skype calls, deadline), then for music (Amazon music), then the lights, and finally the TV. In the kitchen we have a neat little robot that emerges on a regular basis to clean the ground floor of our house. It does its thing and goes back to plug itself in and have a good sleep. We also have a 3D printer which we’re using to make a 3D drone… that brings me to another techy topic – drones.
11. Drones
I love a bit of niche tech and got really interested in this topic (big thanks to Rebecca, Rosa and Veronique) who allowed me to attend the brilliant E-learning Africa and see Zipline and another drone company in Rwanda (where I was bitch-slapped by a Gorilla but that, as they say, is another story). On my return I spoke about Drones for Good at the wonderful Battle of Ideas in London (listen here). My argument, outlined here, was that drones are not really about delivering pizzas and flying taxis, as that will be regulated out in the developed world. However, they will fly in the developing world. Then along came the Gatwick incident….
12. Graduation
So I donned the Professorial Gown, soft Luther-like hat and was delighted to attend the graduation of hundreds of online students at the University of Derby, with my friends Julie Stone and Paul Bacsich. At the same time I helped get Bryan Caplan across from the US to speak at Online Educa, where he explained why HE is in some trouble (mostly signalling and credential inflation) and that online was part of the answer. 
13. Learning is not a circus and teachers are not clowns
The year ended with a rather odd debate at Online Educa in Berlin, around the motion that “All learning should be fun”. Now I’m as up for a laugh as the next person. And to be fair, Elliot Masie’s defence of the proposition was laughable. Learning can be fun but that’s not really the point. Learning needs effort. Just making things ‘fun’ has led to the sad sight of clickthrough online learning. It was the prefect example of experts who knew the research, versus, deluded sellers of mirth.
14. AI
I spent a lot of time on this in 2018 and plan to spend even more time in 2019. Why? Beneath all the superficial talk about Learning Experiences and whatever fads come through… beneath it allies technology that is smart and has already changed the world forever. AI has and will change the very nature of work. It will, therefore change why we learn, what we learn and how we learn. I ended my year by winning a Learning technologies award with TUI (thanks Henri and Nic) and and WildFire. We did something ground breaking – produced useful learning experiences, in record time, using AI, for a company that showed real impact.
15. Book deal
Oh and got a nice book deal on AI – so head down in 2019.

Sunday, November 11, 2012

Think tanks - 10 rules of techn-ology

As we drove down the small country roads to Bovingdon, we heard them first, then started to glimpse them through the trees, rearing up and down on rough tracks. Suddenly, one was coming straight at us on the road, then two more. The area was crawling with tanks and armoured vehicles. Every time we saw one we shouted – tank, tank! What a simple, solid word.
Tank techn-ology
Our destination was The Tank Museum. And this is the fine statue at the entrance. I like technology, usually the smaller stuff, computers, iPads, mobile phones etc. What I wanted to know was whether my work in researching new technology, or techn-ology (the science of technology) applied to something as big, bad and brutish as tank technology.
So far, my 10 rules of techn-ology are:
  1. Technology changes RULES
  2. Technology has ALLURE
  3. Technology coalesces PREVIOUS TECHNOLOGIES
  4. Technology is HARDWARE+SOFTWARE
  5. Technology is about SCALE
  6. Technology is UNPREDICTABLE
  7. Technology locks in PRACTICE
  8. Technology can be USURPED
  9. Technology DIES
  10. Technology produces NOSTALGIA
Technology changes RULES
A tank is a moving, armoured vehicle with a gun. So who first invented the tank? Sure the Carthaginians, Greeks and Romans had armoured elephants but it was Leonardo da Vinci who first imagined the true tank, a circular, sloped cone with wheels that allowed it to move in any direction with a turret and gun. But it was the British at the start of the First World War who developed the first metal, tracked tank to breach German trenches.
These huge, trapezoid beasts were to change the face of warfare for the next 70 years. The first tank battles were messy. More men died of carbon monoxide poisoning than enemy fire. They were noisy, smelly, hot, difficult to manoeuvre and easily captured. You can crawl inside one in the Museum and see that it really is a metal tank – like being inside a metal box with sharp angles, rivets and a huge, uncovered engine, taking up most of the space. Just a small hole to see and hand rods to steer. Eight men crews were needed for gear changing, steering and gun handling, with male tanks (big side guns) and female tanks (machine guns). The Germans were truly shaken by this new weapon and all sides in future wars were to adopt the technology as an offensive weapon. The tank played a cardinal role in the Second World War and the threat in the Cold war was tanks rolling across Europe. In the Israeli Arab wars they played a significant role as they did in the Gulf wars.
Technology has ALLURE
Tanks have a special allure, both admired and feared. You need only recall the screaming, screeching, banshee sound of the German tanks near the end of the film Saving Private Ryan, to appreciate the feeling of fear and awe they inspire. Later British tanks had bus engines, designed to make a huge amount of noise, just to terrify the enemy. You can tell by their potent names; Panzers, Tigers and Leopards, that these were predators. As you walk round the Tank Museum they seem dark, impenetrable and lethal – and that’s exactly what they are.
Technology coalesces PREVIOUS TECHNOLOGIES
The tank is really several core technologies in one, with lots of add ons. The core technologies are the engine, gearbox, wheels, tracks, armour and gun(s). All of these had been developed in other contexts. Even now these are the essential, simple ingredients. But it’s all about payoffs. You can have great, heavy armour but you’ll need a reliable and powerful, fuel hungry engine. You can have great robust tracks but you’ll need to drive along country roads. You can have the best tank in a battle but if it’s up against many more, cheaper to manufacture tanks, you’re a gonner. So it’s all about comprimises. 
The accessories are wonders in themselves, those clusters of little tubes that eject smoke bombs to form a circle of smoke around the tank to hide behind. Challengers simply add dye to their fuel and use the exhaust smoke to do the same job. The slatted armour that catches RPGs in mid-air so their fuse doesn’t hit the armour. You literally pull them off like thorns and disarm them. What the tank became was an all-purpose fighting machine with troops, guns, defence, navigation and surveillance equipment all rolled into the one vehicle, taking the best of everything and packing it into a mobile, killing machine.
Technology is HARDWARE+SOFTWARE
Smart design was the key to tank development. As the Germans widened their trenches, the tanks got longer. Some major innovations included simply sloping the armour, this meant that bullets and shells had to chew through more armour to get through and the slope deflected the impact. Russian tanks develop long snorkels so they could cross European rivers during the Cold War. Concrete crossing points were even found in the West after the wall came down!
The business end of the tank is the gun barrel. This is what gives it menace. Accurate to within feet at five and half kilometres they destroy their target every time. In a rather sad story, the ex-tank driver told us that only one Challenger had ever been taken out in battle, in the Gulf War. A crew had gone off grid for a spot of sunbathing. Another Challenger had spotted it and at 5 kilometers had gone all the way up the chain of command. They fired and killed the entire crew, who would have known nothing about it.
The barrels are clad, with sights and cameras down their length as even the sun shining on one side will heat one side up and introduce aim errors. Depleted Uranium tipped shells work just through kinetic energy. They punch a small hole on their target tank, literally liquidise the crew and produce pressure so great that it pushes the liquidised contents back out of the hole. But it’s now the software that sets targets, identifies threats, controls fire and navigates the tank that is important as its hardware. It’s the calculations made of cost of manufacture, fuel consumption and numbers that matter.
Technology is about SCALE
A T34 sits there with a roughly cast turret and no frills. They gave their tank crews padded helmets, rather than padding the tanks, saving time and money and although crudely built, they made 84,000 of them with handles for troops to hang on to. The Easter front became a war of attrition with the Russians simply outnumbering the Germans in tanks and men. They also used small Mongolian tanks crew. The rest is history.
Technology is UNPREDICTABLE
Technology is often unpredictable and the tank was to develop into a remarkable flexible workhorse, with grappling hooks to pull back tangles of barbed wire and create a gap for troops and horses, mine clearer with a huge rack of ball and chains up front for triggering mines, train tanks mounted on rails, amphibious tanks, anti-aircraft tanks and so on. There were even fire breathing tanks for burning snipers and troops alive. If their crews were caught they were executed by the Germans on the spot. They were used for many more purposes than were ever imagined when they were first built.
Technology locks in PRACTICE
A serious consequence in the military is fossilised practice, where hardware contracts often stretch out to as long as 30 years, with an inbuilt resistance to change, especially when the weapons become embedded and locked into regimental structures.
Technology can be USURPED
If we see a tank on our TV screens today, it’s likely to be the state using it on its own citizens. We saw it with Gadhafi and now see it with Assad. In these circumstances it’s a blunt and brutal instrument, used to shell urban areas, with many civilian casualties.
Technology DIES
Like most technology, it has largely had its day. There are no British tanks in Afghanistan. Why they’re too heavy to fly in and we’d never be able to fly them out as the air is too thin and the last thing we want is to leave them behind! Besides, in modern urban warfare, tanks are cumbersome. They’re too big to get down streets, vulnerable to ambush and wreck the roads and drainage systems. The last major tank on tank battle was in 1967 – the Yom Kippur War. The British Army has 300 tanks and they’re scrapping 250 of them. In the end tanks lock personnel into relatively easy to identify targets so tanks are giving way to smaller, more flexible, all-purpose, armed vehicles.
Technology produces NOSTALGIA
One need only watch the visitors at The Tank Museum and the newly built tank track stadium for summer events to see that many are fond of tanks and see in them a symbol of power and victory, especially for the British, who invented the tank. Even now they look and sound like dinosaurs, beasts from the past.
Conclusion
Tanks appeared at the start of the 20th century and are now being mothballed. They were the land weapon of choice for nearly 70 years. In the end newer technologies, especially accurate missiles fired from the air, and now from drones, threaten their very existence. So we’re back at our first rule, technology changes the rules, again and again and again. Resistance is futile – even if you have a tank!