The Big Blockchain Lie

Now that cryptocurrencies such as Bitcoin have plummeted from last year’s absurdly high valuations, the techno-utopian mystique of so-called distributed-ledger technologies should be next. The promise to cure the world’s ills through “decentralization” was just a ruse to separate retail investors from their hard-earned real money.

.. Faced with the public spectacle of a market bloodbath, boosters have fled to the last refuge of the crypto scoundrel: a defense of “blockchain,” the distributed-ledger software underpinning all cryptocurrencies. Blockchain has been heralded as a potential panacea for everything from poverty and famine to cancer. In fact, it is the most overhyped – and least useful – technology in human history.

In practice, blockchain is nothing more than a glorified spreadsheet. But it has also become the byword for a libertarian ideology that treats all governments, central banks, traditional financial institutions, and real-world currencies as evil concentrations of power that must be destroyed. Blockchain fundamentalists’ ideal world is one in which all economic activity and human interactions are subject to anarchist or libertarian decentralization. They would like the entirety of social and political life to end up on public ledgers that are supposedly “permissionless” (accessible to everyone) and “trustless” (not reliant on a credible intermediary such as a bank).

.. Yet far from ushering in a utopia, blockchain has given rise to a familiar form of economic hell. A few self-serving white men (there are hardly any women or minorities in the blockchain universe) pretending to be messiahs for the world’s impoverished, marginalized, and unbanked masses claim to have created billions of dollars of wealth out of nothing. But one need only consider the massive centralization of power among cryptocurrency “miners,” exchanges, developers, and wealth holders to see that blockchain is not about decentralization and democracy; it is about greed.

For example, a small group of companies – mostly located in such bastions of democracy as Russia, Georgia, and China – control between two-thirds and three-quarters of all crypto-mining activity, and all routinely jack up transaction costs to increase their fat profit margins. Apparently, blockchain fanatics would have us put our faith in an anonymous cartel subject to no rule of law, rather than trust central banks and regulated financial intermediaries.

A similar pattern has emerged in cryptocurrency trading. Fully 99% of all transactions occur on centralized exchanges that are hacked on a regular basis. And, unlike with real money, once your crypto wealth is hacked, it is gone forever.

.. Moreover, the centralization of crypto development – for example, fundamentalists have named Ethereum creator Vitalik Buterin a “benevolent dictator for life” – already has given lie to the claim that “code is law,” as if the software underpinning blockchain applications is immutable. The truth is that the developers have absolute power to act as judge and jury. When something goes wrong in one of their buggy “smart” pseudo-contracts and massive hacking occurs, they simply change the code and “fork” a failing coin into another one by arbitrary fiat, revealing the entire “trustless” enterprise to have been untrustworthy from the start.

.. Lastly, wealth in the crypto universe is even more concentrated than it is in North Korea. Whereas a Gini coefficient of 1.0 means that a single person controls 100% of a country’s income/wealth, North Korea scores 0.86, the rather unequal United States scores 0.41, and Bitcoin scores an astonishing 0.88.

As should be clear, the claim of “decentralization” is a myth propagated by the pseudo-billionaires who control this pseudo-industry. Now that the retail investors who were suckered into the crypto market have all lost their shirts, the snake-oil salesmen who remain are sitting on piles of fake wealth that will immediately disappear if they try to liquidate their “assets.”

.. Moreover, in cases where distributed-ledger technologies – so-called enterprise DLT – are actually being used, they have nothing to do with blockchain. They are private, centralized, and recorded on just a few controlled ledgers. They require permission for access, which is granted to qualified individuals. And, perhaps most important, they are based on trusted authorities that have established their credibility over time. All of which is to say, these are “blockchains” in name only.

Watson Won Jeopardy, but is it smart enough to Spin Big Blue’s AI into Green

Talking about Watson is a good way to trigger eye rolls from people in the machine learning and AI community. There’s widespread agreement that its triumph on the specific backward-question problem of Jeopardy! was notable. Making sense of language remains one of the biggest challenges in artificial intelligence. But IBM quickly turned Watson into an umbrella brand promising a bewildering variety of bold new applications, from understanding the emotional tone of Tweets to scouring genomes for mutations. It bought startups and rebranded their wares as Watson and touted cute but hardly lucrative projects like Watson-designed recipes and dresses. In one TV commercialWatson chatted with Bob Dylan, confessing “I have never known love.”

Overhyped

Critics say IBM executives overshot badly by allowing marketing messages to suggest that Watson’s Jeopardy! breakthrough meant it could break through on just about anything else. “The original system was a terrific achievement, there’s no question about that,” says Oren Etzioni, CEO of the Allen Institute for AI. “But they’ve really over-claimed what they can deliver in a big way; the only intelligent thing about Watson is their PR department.”

 .. In fact, like all the AI systems in use today, Watson needs to be carefully trained with example data to take on a new kind of problem. The work needed to curate and label the necessary data has been a drag on some projects using IBM’s system. Ashok Goel, a computer science professor at Georgia Institute of Technology, got written up in The Wall Street Journal and Backchannel after building a Watson bot to answer questions from students to his online course on artificial intelligence. But its performance was limited by the amount of manual labeling of data needed. “It had fairly high precision, but it did not answer a very large number of questions,” Goel says
.. MD Anderson had walked away from more than $62 million and four years spent on contracts promising a Watson system to help oncologists treat patients. An internal audit reserved judgment on Watson’s intelligence but said the center had struggled to connect it with an upgraded medical records system. IBM maintains the system could have been deployed if MD Anderson had kept going; the center is now seeking a new partner to work with on applying AI to cancer care.