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We’re rolling out genuine use cases for AI and crypto each day this week — including reasons why you shouldn’t necessarily believe the hype. Today get two for the price of one: Blockchain based AI marketplaces, and financial analysis.

It may not seem like the most exciting use case blending AI and crypto, but both Near co-founder Illia Polosukhin and Framework Ventures founder Vance Spencer cite blockchain-based marketplaces that source data and compute for AI as their top pick.

AI is an incredibly fast-growing industry requiring ever-increasing amounts of computing power. Microsoft alone is reportedly investing $50 billion into data center infrastructure in 2024 just to handle demand. AI also needs enormous amounts of raw data and training data, labeled into categories by humans.

Polosukhin believes decentralized blockchain-based marketplaces are the ideal solution to help crowdsource the required hardware and data. 

“You can use [blockchain] to build more effective marketplaces that are more equal,” he tells Magazine, explaining that AI projects currently need to negotiate with one or two big cloud providers like Amazon Web Services. Still, it’s difficult to access the required capacity due to a shortage of Nvidia’s A100 graphical processing units.

Ai Eye
Crowdsourcing an army of AI resources is easier via blockchain based marketplaces.

Spencer also cites blockchain-based marketplaces for AI resources as his current number one use case.  

“The first one is sourcing actual GPU chips,” he says. “Where there’s a big shortage of GPU chips, how do you source them [without] actually having a network that sources and provides and bootstraps a market?” 

Spencer highlights Akash Network, which offers a decentralized computing resources marketplace on Cosmos, and Render Network, which offers distributed GPU rendering.

“There are some pretty successful companies that actually do it at this point that are protocols.”

Another example of a decentralized marketplace offering cloud computing for AI is Aleph.im. Token holders in the project are able to access computing and storage resources to run projects.

Libertai.io, a decentralized large language model (LLM) is being run on Aleph.im. While you might think decentralization would slow an AI down to the point where it’s unable to function, Aleph.im founder Moshe Malawach explains that’s not the case:

“This is the thing: for one user the whole inference (when you generate data using a model) is running on a single computer. The decentralization comes from the fact that you get on random computers on the network. But then, it’s centralized for the time of your request. So it can be fast.”

Another blockchain-powered AI marketplace is SingularityNET, which offers various AI services — from image generation to colorizing old pictures — that users can plug into models or websites.

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An emerging blockchain based AI marketplace that Spencer is super excited about is tokenizing and trading AI models. Framework has invested in the Super Smash Brothers-like fighting game AI Arena, where users train AI models that battle each other. The models are tokenized as nonfungible tokens and can be bought, sold or rented. “I think that’s really cool,” he says. “It’s interesting having the crypto native monetization, but also ownership of these models.”

“I think one day, probably some of the most valuable models — some of the most valuable assets on-chain — will be tokenized AI models. That’s my theory, at least.”

Don’t believe the hype: You can currently source components, data and compute via traditional Web2 marketplaces.

Bonus use case: Financial analysis

Anyone who has tried to interpret the ocean of data produced by on-chain financial transactions knows that although it’s one thing to have an immutable and transparent record, it’s quite another to be able to analyze and understand it.

AI analytics tools are perfectly suited to summarizing and interpreting patterns, trends and anomalies in the data, and they can potentially suggest strategies and insights for market participants.

For example, Mastercard’s CipherTrace Armada platform recently partnered with AI firm Feedzai to use the technology to analyze, detect and block fraudulent or money laundering-related crypto transactions across 6,000 exchanges.

Elsewhere, GNY.io’s machine learning tool attempts to forecast volatility of the top 12 cryptocurrencies and its Range Report uses ChatGPT-4 to analyse trends and buy/sell signals.

Bridgewater
Bridgewater is launching an AI driven fund. (Bridgewater)

But can AI help with traditional markets, too? That’s the hope of Bridgewater, which will launch a fund next year from its new Artificial Investment Associate (AIA) Lab that aims to analyse patterns in financial markets so it can make predictions for investors to capitalize on.

Previous attempts to do this have produced lacklustre results — with a Eurekahedge index of a dozen AI driven funds underperforming the its broader hedge fund index by around 14 percentage points in the five years until 2022.

This is mainly due to the issues involved with feeding in the large amounts of accurate information required.

Ralf Kubli, a board member with the Casper Association, believes AI can revolutionize traditional finance — but only if it combines blockchain records with rigorous standards to ensure the information fed to the models is comprehensive and accurate. 

For years, he’s been advocating for the finance industry to adopt the Algorithmic Contract Types Universal Standards, or ACTUS, created in the wake of the Global Financial Crisis, which was partly caused by complicated derivatives where no one understood the liabilities or cash flows involved. He believes on-chain standardized data will be essential to ensure trust and transparency in model outputs.

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“Fundamentally, we believe that without blockchain, AI will be quite lost,” he tells Magazine. “Imagine you’re going to invest in an AI company, and you’re updated every three months about the progress of their LLMs, right? If you cannot verify what they fed into the model, you have no way of knowing whether they are making any progress.”

He explains blockchain guards against companies fudging their results, “and the past would indicate that […] there’s so much money, they will fudge about what’s going on.”

“AI, without this assurance layer of the blockchain — what happened, when, where, what was used — I think will not be effective going forward.”

He says that combining the two will give rise to new predictive abilities.

“The hope for AI for me going forward is that the prediction models become much more powerful and behavior can be much better predicted,” he says, pointing to credit scores as an example.

“AI used in the right way could potentially lead to much more powerful prediction models, which would mean that certain people who currently cannot get credit — but would be creditworthy — can obtain credit. That’s something I’m very passionate about.”

Don’t believe the hype: AI’s predictive abilities have been shown to be poor at best so far, and trusted and reliable data that’s not recorded on blockchain can be useful input for AI analysis.

Also read:

Real AI use cases in crypto, No. 1: The best money for AI is crypto

Real AI use cases in crypto, No. 2: AIs can run DAOs

Real AI use cases in crypto, No. 3: Smart contract audits & cybersecurity

Real AI & crypto use cases, No. 4: Fighting AI fakes with blockchain

Andrew Fenton

Andrew Fenton

Based in Melbourne, Andrew Fenton is a journalist and editor covering cryptocurrency and blockchain. He has worked as a national entertainment writer for News Corp Australia, on SA Weekend as a film journalist, and at The Melbourne Weekly.

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‘Crypto is not communism’ — Exec slams BIS’ take on crypto

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‘Crypto is not communism’ — Exec slams BIS’ take on crypto

‘Crypto is not communism’ — Exec slams BIS’ take on crypto

The Bank for International Settlements’ (BIS) push to isolate crypto markets and its controversial recommendations on DeFi and stablecoins is “dangerous” for the entire financial system, warns the head of a blockchain investment firm.

“Many of their recommendations and conclusions — perhaps due to a mix of fear, arrogance, or ignorance — are completely uninformed and, frankly, dangerous,” CoinFund president Christopher Perkins said in an April 19 X post, referring to the BIS’ April 15 report titled “Cryptocurrencies and Decentralized Finance: Functions and Financial Stability Implications.” 

BIS recommendations exposes TradFi to risks of “unimaginable scale”

“Crypto is not communism,” Perkins said, pushing back against the BIS’ call for a “containment” approach to isolate crypto from traditional finance and the broader economy.

“It’s the new internet that provides anyone with a connection access to financial services,” Perkins said. “You cannot control it anymore than you control the internet,” he added.

Perkins warned that a containment approach to crypto would expose the traditional financial system to massive liquidity risks “of unimaginable scale,” especially when the crypto market operates in real-time, 24/7, while traditional financial markets shuts down after trading hours.

“If implemented they will cause–not mitigate–the systemic risk they seek to prevent.”

The report warned that the number of investors and amount of capital in crypto and DeFi have “reached a critical mass,” with investor protection becoming a “significant concern for regulators.”

Cryptocurrencies
Source: Michael Egorov

Perkins pushed back against the BIS’ claim that DeFi presents significant challenges, arguing instead that it represents a “significant improvement” over the “opacity” and imbalances of the traditional financial system.

Related: Crypto industry is not experiencing regulatory capture — Attorney

Responding to the BIS’s concern about the anonymity of DeFi developers, Perkins questioned its relevance:

“Sorry, but when was the last time a TradFi company published a list of its developers? Sure, public companies provide a degree of disclosures and transparency, but they seem to be dying off in favor of private markets.”

Perkins also critiqued the BIS’s concern around stablecoins that it could lead to “macroeconomic instability in countries like Venezuela and Zimbabwe.”

“If there is demand for USD stablecoins and it helps improve the condition of anyone in the developing world, perhaps that is a good thing,” Perkins said.

Cryptocurrencies
Source: Christopher Perkins

Perkins wasn’t alone in criticizing the controversial report. Lightspark co-founder Christian Catalini also weighed in, posting a series of critiques on X that same day. Catalini summed up the report with the analogy:

“Think: writing parking regulations for a fleet of self‑driving drones — earnest work, two technological leaps behind.”

Magazine: Altcoin season to hit in Q2? Mantra’s plan to win trust: Hodler’s Digest, April 13 – 19

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The British economy has lost out – and sucking up to Trump will only get Starmer so far

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The British economy has lost out - and questionable meat and cheese ban is a reminder of why

Unwary travellers returning from the EU risk having their sandwiches and local delicacies, such as cheese, confiscated as they enter the UK.

The luggage in which they are carrying their goodies may also be seized and destroyed – and if Border Force catch them trying to smuggle meat or dairy products without a declaration, they could face criminal charges.

The new jeopardy has come about because last weekend, the government quietly “extended” its “ban on personal meat imports to protect farmers from foot and mouth”.

This may or may not be bureaucratic over-reaction.

It’s certainly just another of the barriers EU and UK authorities are busily throwing up between each other and their citizens – at a time when political leaders keep saying the two sides should be drawing together in the face of Donald Trump’s attacks on European trade and security.

Starmer and Macron meeting at Chequers last month. Pic: Reuters
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Keir Starmer’s been embarking on a reset with European leaders. Pic: Reuters

The ban on bringing back “cattle, sheep, goat, and pig meat, as well as dairy products, from EU countries into Great Britain for personal use” is meant “to protect the health of British livestock, the security of farmers, and the UK’s food security.”

There are bitter memories of previous outbreaks of foot and mouth disease in this country, in 1967 and 2001.

In 2001, there were more than 2,000 confirmed cases of infection resulting in six million sheep and cattle being destroyed. Footpaths were closed across the nation and the general election had to be delayed.

In the EU this year, there have been five cases confirmed in Slovakia and four in Hungary. There was a single outbreak in Germany in January, though Defra, the UK agriculture department, says that’s “no longer significant”.

The UK imposed bans on personal meat and dairy imports from those countries, and Austria, earlier this year.

Authorities carry disinfectant liquid near a farm during an outbreak of foot-and-mouth disease in Dunakiliti, Hungary. Pic: Reuters
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Authorities carry disinfectant near a farm in Dunakiliti, Hungary. Pic: Reuters

Better safe than sorry?

None of the cases of infection are in the three most popular countries for UK visitors – Spain, France, and Italy – now joining the ban. Places from which travellers are most likely to bring back a bit of cheese, salami, or chorizo.

Could the government be putting on a show to farmers that it’s on their side at the price of the public’s inconvenience, when its own measures on inheritance tax and failure to match lost EU subsidies are really doing the farming community harm?

Many will say it’s better to be safe than sorry, but the question remains whether the ban is proportionate or even well targeted on likely sources of infection.

Read more: The products you can’t bring into Britain from the EU

Gourmet artisan chorizo sausages on display on a market stall. File pic: iStock
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No more gourmet chorizo brought back from Spain for you. File pic: iStock

A ‘Brexit benefit’? Don’t be fooled

The EU has already introduced emergency measures to contain the disease where it has been found. Several thousand cattle in Hungary and Slovenia have been vaccinated or destroyed.

The UK’s ability to impose the ban is not “a benefit of Brexit”. Member nations including the UK were perfectly able to ban the movement of animals and animal products during the “mad cow disease” outbreak in the 1990s, much to the annoyance of the British government of the day.

Since leaving the EU, England, Scotland and Wales are no longer under EU veterinary regulation.

Northern Ireland still is because of its open border with the Republic. The latest ban does not cover people coming into Northern Ireland, Jersey, Guernsey, or the Isle of Man.

Rather than introducing further red tape of its own, the British government is supposed to be seeking closer “alignment” with the EU on animal and vegetable trade – SPS or “sanitary and phytosanitary” measures, in the jargon.

Various types of cheese. Pic: iStock
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A ban on cheese? That’s anything but cracking. Pic: iStock

UK can’t shake ties to EU

The reasons for this are obvious and potentially make or break for food producers in this country.

The EU is the recipient of 67% of UK agri-food exports, even though this has declined by more than 5% since Brexit.

The introduction of full, cumbersome, SPS checks has been delayed five times but are due to come in this October. The government estimates the cost to the industry will be £330m, food producers say it will be more like £2bn.

With Brexit, the UK became a “third country” to the EU, just like the US or China or any other nation. The UK’s ties to the European bloc, however, are much greater.

Half of the UK’s imports come from the EU and 41% of its exports go there. The US is the UK’s single largest national trading partner, but still only accounts for around 17% of trade, in or out.

The difference in the statistics for travellers are even starker – 77% of trips abroad from the UK, for business, leisure or personal reasons, are to EU countries. That is 66.7 million visits a year, compared to 4.5 million or 5% to the US.

And that was in 2023, before Donald Trump and JD Vance’s hostile words and actions put foreign visitors off.

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Trump: ‘Europe is free-loading’

More bureaucratic botheration

Meanwhile, the UK and the EU are making travel between them more bothersome for their citizens and businesses.

This October, the EU’s much-delayed EES or Entry Exit System is due to come into force. Every foreigner will be required to provide biometric information – including fingerprints and scans – every time they enter or leave the Schengen area.

From October next year, visitors from countries including the UK will have to be authorised in advance by ETIAS, the European Travel and Authorisation System. Applications will cost seven euros and will be valid for three years.

Since the beginning of this month, European visitors to the UK have been subject to similar reciprocal measures. They must apply for an ETA, an Electronic Travel Authorisation. This lasts for two years or until a passport expires and costs £16.

The days of freedom of movement for people, goods, and services between the UK and its neighbours are long gone.

The British economy has lost out and British citizens and businesses suffer from greater bureaucratic botheration.

Nor has immigration into the UK gone down since leaving the EU. The numbers have actually gone up, with people from Commonwealth countries, including India, Pakistan and Nigeria, more than compensating for EU citizens who used to come and go.

Focaccia sandwiches with prosciutto. Pic: iStock
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Editor’s note: Hands off my focaccia sandwiches with prosciutto! Pic: iStock

Will European reset pay off?

The government is talking loudly about the possible benefits of a trade “deal” with Trump’s America.

Meanwhile, minister Nick Thomas Symonds and the civil servant Mike Ellam are engaged in low-profile negotiations with Europe – which could be of far greater economic and social significance.

The public will have to wait to see what progress is being made at least until the first-ever EU-UK summit, due to take place on 19 May this year.

Hard-pressed British food producers and travellers – not to mention young people shut out of educational opportunities in Europe – can only hope that Sir Keir Starmer considers their interests as positively as he does sucking up to the Trump administration.

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Farage accused of peddling ‘nonsense and lies’ – as he predicts ‘the new Brexit’

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Farage accused of peddling 'nonsense and lies' - as he predicts 'the new Brexit'

Ed Miliband has accused Nigel Farage of peddling “nonsense and lies” about the government’s commitment to net zero, as the Reform UK leader said the issue could become the “new Brexit”.

The energy secretary said both Mr Farage’s party and the Conservatives were prepared to “make up any old nonsense and lies to pursue their ideological agenda” ahead of next month’s local elections.

The former Labour leader also warned if an anti-net zero agenda was followed, it would not only risk “climate breakdown” but also “forfeit the clean energy jobs of the future” in Britain.

In an article for The Observer referring to price rises that began in 2022, he wrote: “Our exposure to fossil fuels meant that, as those markets went into meltdown and prices rocketed, family, business and public finances were devastated.

“The cost of living impacts caused back then still stalk families today.”

Ed Miliband during a visit to the London Power Tunnels earlier this month. Pic: PA
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Ed Miliband during a visit to the London Power Tunnels. Pic: PA

‘Hopelessly out of touch’

After the government’s decision to take control of British Steel from its Chinese owners earlier this month, Mr Farage accused Mr Miliband, whom he has repeatedly called “Red Ed”, of pursuing “net-zero lunacy”.

He said efforts to cut carbon emissions have made it harder to source the coal required to keep blast furnaces at the company’s crisis-hit Scunthorpe plant running after supplies were shipped from abroad last week.

In an interview with The Sun, Mr Farage said net zero could become “the new Brexit”, “where parliament is so hopelessly out of touch with the country”.

The Reform leader wants the government to ditch its target of achieving net zero by 2050.

Since she became Tory leader, Kemi Badenoch has also cast doubt on the government’s commitment to achieving net zero by 2050 – a target made by her own party.

But Sir Keir Starmer is expected to double down on the government’s commitment to clean power at an International Energy Agency conference in London this week.

Read more from Sky News:
Upskirted teacher on misogynistic attitudes in classroom
Why families are facing agonising waits to bury their loved ones

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Farage rides on tractor

‘We need a British DOGE’

In his interview with The Sun, Mr Farage also vowed to be Britain’s equivalent of Elon Musk by cutting excess council spending if his party claims victory in next month’s local elections.

Mr Musk’s so-called Department of Government Efficiency (DOGE) has dismantled entire US federal agencies and cut tens of thousands of jobs.

The Reform leader said he would “send in the auditors” to every council Reform wins, adding: “The whole thing has to change. We need a British DOGE for every county and every local authority in this country.”

That’s despite the National Audit Office warning councils are facing a major funding crisis, with social care in particular putting huge strain on their budgets.

Votes for 1,641 council seats across 23 authorities in England will take place on 1 May.

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