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Showing posts with label personal information management service. Show all posts
Showing posts with label personal information management service. Show all posts

Tuesday, 30 April 2019

Is BigTech Still Battling The Entire Human Race, Or Just Some Of Us?

Readers will be familiar with my view that we consumers tend to be loyal to 'facilitators' who focus on solving our problems, rather than 'institutions' who solve their own problems at our expense. Previously trusted service providers can also lose their facilitator status, and I'd argue that Facebook has already done so (owing to privacy, electoral and extremist content scandals) and Google is firmly headed in that direction (through behaviour incurring massive EU fines). Yet, despite announcements designed to suggest increasing transparency, it seems BigTech is actively resisting independent human oversight and the perceived battle between computers and the human race is far from over...

Part of the problem is that 'BigTech' firms still operate as agents of retailers and other organisations who pay them vast amounts of money for exploiting our personal data targeting advertising at us, rather than as our agents for the purpose of finding what we need or want while shielding us against exploitation. In fact, this is the year when digital advertising spend will exceed spending on the old analogue 'meat space' channels

Combine that exploitative role with rogue artificial intelligence (AI) and you have a highly toxic reputational cocktail - particularly because AI based on machine learning is seemingly beyond human investigation and control. 

For instance, Amazon found that an AI programme used for its own recruiting purposes was terribly biased, but could not figure out what was going wrong or how to fix it, so had to simply shut the thing down.  Alarmingly, that suggests other AI programmes that are already notorious for being biased, such as those used for 'predictive policing', are also beyond fixing and should be shut down...

Many BigTech firms are appointing 'ethics boards' to try to avoid their AI programmes heading in inappropriate directions. Trouble is, not only is there doubt about what data scientists might view as inappropriate (which drove the appointment of ethics boards in the first place), but these boards are also generally toothless (only CEOs and main boards can decide the actual course of development), and tend to be populated by industry insiders who sit on each other's ethics boards

It is unclear, for example, whether the recommendations of the ethics committee overseeing the West Midlands police 'predictive policing' algorithm will be followed. Meanwhile, 14 other UK police forces are known to be using such AI programmes...

Another worrying trend is for AI firms to prevent investors voting on the company's plans, using "dual class" share structures that leave voting control with the founders rather than shareholders. Lyft is the latest to hit the news, but other offenders include Alphabet (Google), Blue Apron and Facebook, while Snap and Pinterest give shareholders zero control. Those firms might argue that stock prices are a check in themselves. But the stock market and investor greed are notorious for driving short-term decisions aimed at only maximising profits, and even giant regulatory fines are subject to appeal and can take a long time to be reflected in share prices. Voting power, on the other hand, is more qualitative and not simply a function of market forces - and the fact that it is being resisted tells you it's a promising tool for controlling BigTech.

Regulation will also be important, since fines for regulatory breaches are a source of revenue for the public sector that can be used to clean up the industry's mess and to send signals to management, investors, competitors and so on. I'm not suggesting that regulatory initiatives like the UK Brexidiot ToryKIP government's heavily ironic "Online Harms" initiative are right in the detail or approach, but Big Tech certainly cannot keep abdicating responsibility for the consequences and other 'externalities' associated with its services and approach. There has to be legal accountability - and grave consequences - for failing to ensure that AI and the firms themselves are subject to human control.

I guess the real question might be: which humans? 


Thursday, 24 May 2018

If You Need Consent To Process My Personal Data, The Answer Is No

... there are plenty of reasons for businesses and public sector bodies to process the data they hold about you, without needing your consent. These are where the processing is necessary for:
  • performing a contract with you, or to take steps at your request before agreeing a contract; 
  • complying with their own legal obligation(s); 
  • protecting yours or another person's vital interests (to save your life, basically);
  • performing a task in the public interest or in the exercise of their official authority; 
  • their 'legitimate interests' (or someone else's), except where those interests are overridden by your legitimate interests or your fundamental rights which require protection of personal data. 
The General Data Protection Regulation lists other non-consent grounds apply where your personal data is more sensitive: relating to criminal convictions and offences or related security measures; or where it reveals racial or ethnic origin, political opinions, religious or philosophical beliefs, trade union membership; or it is genetic or biometric data for the purpose of identifying only you; or data concerning health or your sex life or sexual orientation. National parliaments can add other grounds in local laws.

These non-consent grounds for processing are all pretty reasonable - and fairly broad. So, if you don't have the right to process my personal data on one of those grounds, why would I want you doing so?

This would seem to herald a new era in which the Big Data behavioural profiling/targeting/advertising model begins to decline, in favour of personal Apps (or open data spiders) that act as your agent and go looking for items in retailers' systems as you need it, without giving away your personal data unless or until it is necessary to do so...


Thursday, 10 January 2013

Will Consumer Transaction Data Drive New Online Marketplaces?

I should begin this post by explaining that I'm involved in the Interoperability aspects of the midata programme. I was invited to participate on a voluntary basis and have no client in that process. I donate my time. I'm independent of the dozens of other participants. I didn't shoot JFK. And I don't even own a pet, let alone one I believe to be a reincarnation of Elvis Presley. 

The only conspiracy in which I might be accused of involvement is the mass collaboration by consumers known as Web 2.0, which has evolved into Web 3.0 using "linked data" that computers can read (aka "the semantic web"). Lots of information - including government data and data from online bank accounts - is now available in this format because it makes analysis so much easier. Analysing the data is necessary to convert it from being merely information into useful knowledge. This is why the government is keen that banks, telecoms providers and big energy start making all your transaction details available to you in machine-readable form - if you want it. Gaining insight into your finances, communications and energy use will enable you to make better spending decisions and even negotiate new, bespoke products - if you want to do so.

In an explanatory post on the Which? website, Consumer Affairs Minister Jo Swinson sparked a number of comments by people who do not want to be empowered or have their consumer experience made more efficient. They are happy to make their own product searches and to use price comparison services. Evidently, they are not concerned at the number of problems detected by the Office of Fair Trading in its work on the price comparison sector. They also appear to believe that information security and privacy safeguards around existing transaction databases are adequate. I am not amongst them.

It's perhaps unfortunate that this debate seems to be centring on price comparison services, when it's really the mainstream product providers who are to 'blame' for the lack of consumer bargaining power in key markets. In fairness these services have evolved into a prime marketing channel through being more nimble, internet savvy and committed to transparency than the mainstream product providers themselves. This has rendered the services useful to consumers up to a point, but they are limited by their deals with the product providers as to how far they can really empower the consumer. In this sense they occupy the battleground created by consumer rebellion and institutional resistance.

I have expressed my own frustration with the current model of price comparison service for many years. That so many engage in extensive television advertising campaigns tells you that being a price comparison service provider is a really great business to be in. But consumers are paying for those big advertising campaigns in the same way they're paying for vacuous bank advertising - through the price of the products they buy, which in turn generates commission and/or ad revenue for the comparison service providers. So, while these services are intended as a tool for consumers to use, it would be naive to assume that price comparison service providers are acting on the consumers' behalf. Product providers are paying good money to ensure these marketing channel ultimately work for them, not you. As a result, these services are not so much about 'price comparison' as simply 'comparative advertising'.

Critically, however, the current crop of price comparison sites also only rely on the entry and/or display of personal and product information in human readable form. They have you by the eyeballs, at least for as long as you're able to keep your eyes on the screen. Yet the product providers are able to rely on their computers mining and analysing a wealth of yours and other customers' transaction data to work out the most profitable product to offer you. True, in some scenarios - like insurance - this 'information asymmetry' appears to favour you, but product providers have giant data sets that can overcome any advantage you think you might have. And when in doubt they simply charge you more. In The Undercover Economist, Tim Harford shows how information asymmetry works to our detriment in buying a car - when the dealer has all the information - as well as in the market for health insurance, because we have the information and not the supplier.

So while a price comparison service might enable you to buy a cheaper traditional product from one provider versus another, you are by no means able to negotiate from a position of real knowledge about the product or price that's right for you.

This makes a human-readable interface an enormous waste of your personal time for the tedious yet important task of ensuring you spend your money wisely. Instead, our own computers should be analysing our transaction data and interrogating product providers' systems directly, not only to find a product at the right price, but to create the right product for the right price. This might be as simple as relying on your rate of energy use to always ensure you're on the right tariff, even if that means switching providers daily. Or it may open up opportunities for collaborative consumption amongst consumers with whom you share similar interests or behaviours.

Of course, most of us won't have the time, skill or resources to do all this for ourselves, anymore than we can build our own cars. So new intermediaries are springing up to store and/or crunch the data for us. I'm not going to name them because I don't want this post to be perceived as some kind of advertisement. These intermediaries have been variously called 'data stores', 'personal data vaults', 'personal information managers' and, most recently for the purposes of the Midata programme, 'midata stores' and 'midata service providers'.

The services provided by these intermediaries vary according to whether they just store, display and/or transmit the data at your request without otherwise processing it; whether they receive data from you or your current supplier; and whether they analyse the data or combine it with other data to produce a result on which you might rely to purchase an alternative product or change your behaviour in some way. 

These intermediaries need contracts with consumers that permit them to access the consumer's transaction data with relevant permissions restrictions, and which agree some form of remuneration. Such contracts would need to go further than the basic service terms of price comparison sites. You might allow them to receive a disclosed commission from a product provider, but at least this would be transparent to you. This marks the line between whether the intermediary is acting for you or the product provider, and there will need to be clarity on this point.


Some people say they don't want suppliers to store any of our transaction data. They want it deleted as soon as it's no longer needed. But it should be clear by now that your transaction history could be very valuable to you, and you should have the option of downloading and storing it and giving it to another provider. Most businesses insist on such 'data portability' when moving from one outsourcing service provider to another, for example, and this can be just as important for consumers and small businesses.

Identity and authentication are also important features of a world in which transaction data is being transmitted. Perviously, I've suggested that proof of identity should be momentary, based on much wider behavioural data than just the static datasets that fraudsters can replicate, and the data used to establish your identity should be discarded straight away, rather than held for re-use. But that is not to say that transaction data itself should be deleted.

The impact of all this on mainstream product providers cannot be underestimated. I've previously drawn the distinction between 'facilitators' who exist primarily to solve customers' problems and 'institutions' who exist primarily to solve their own problems at their customers' expense.  Clearly this new environment will favour product providers who are aligned with consumers' day-to-day activities rather than those who make life awkward because it suits their own profitability. A gulf may well begin to open between product providers as they are tested by this distinction. More confident consumers should be more prepared to spend money with facilitators than those faced with institutions they distrust.

However, I believe that this trend will most likely result in a series of digital platforms on which consumers and suppliers in various markets directly negotiate products and pricing in a transparent way, based on each consumer's transaction data, wherever that is stored. Such platforms have already arrived in so many other consumer markets as part of the Web 2.0 phenomenon, that it's only a matter of time that they arrive in the markets targeted by the Midata programme in any event. And it's only natural that consumers would want to leverage their own transaction data in that context.


Wednesday, 21 November 2012

Will Midata Turn Institutions Into Facilitators?

The government's warning shot over Midata presents an interesting challenge for some of the UK's institutions. But will it make them focus on solving consumers' problems - transforming them into 'facilitators'? Or will they merely continue to solve their own problems at consumers' expense?

The government wants the suppliers of energy, mobile phones, current accounts and credit cards to provide each of their consumer and small business customers with the records of what they bought, where and for how much. That transaction data must be released in computer-readable format to enable it to be analysed, either by the customer or the customer's authorised service provider. This would help prevent those suppliers from gaining an unfair pricing advantage over consumers, for example, and make it easier for consumers to figure out the product right for them.

Factors the government might consider in deciding whether to expand the programme to other sectors include: 
  • the market is not working well for consumers, e.g. consumers find it difficult to make the right choice or their behaviour affects pricing it's difficult to predict that behaviour;
  • there's a one-to-one, long-term relationship between the business and the customer, with a stream of ongoing transactions;
  • consumer engagement is limited, e.g. low levels of switching or competition; and
  • suppliers don't voluntarily provide transaction/consumption data to customers at their request in portable electronic format.
Yet these factors merely hint at the characteristics that an organisation should display if it is to succeed in the future economic environment. In broad terms, the targeted institutions will need to be organised to solve their customers’ problems, operate openly, adapt well to changing circumstances, remain committed to transparency and take responsibility for the impact of their activities on the wider community and society. I've explained these themes in more detail here.
 
The current targets of this programme have a long way to go!
 
I should add that I am involved in the Midata programme, as a member of the Interoperability Board and on the working groups considering issues related to data transmission and law/regulation.
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