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How CoinDesk Will Use Generative AI Tools

Artificial intelligence (AI) tools are changing the way we work – especially the media. Here are the rules of the road for CoinDesk.

New tools driven by artificial intelligence (AI) have been grabbing headlines over the past several months. The basic gist of these tools is that in response to specific prompts, they can “create” content (whether text, imagery or something else) much faster than a human ever could. Once they’ve been “trained” on extensive datasets, these tools can essentially predict what a user wants, often with stunning accuracy.

With the right set of queries, chatbots such as ChatGPT can write entire articles about specific topics in mere seconds. AI-driven image generators can instantaneously produce illustrations to represent abstract topics. Still other tools can synthesize video and audio content from the “raw material” of text and images.

This obviously has massive implications for creative fields, and in particular media organizations like CoinDesk. We’ve been researching AI tools for the past few months, while simultaneously observing how other media companies have been using AI. We want to empower our staff to take advantage of these tools to work more effectively and efficiently, but with a process that safeguards our readers from the well-documented problems that can arise with AI content – as well as the rights of the original content creators on which the generative content is based.

There are several use cases for AI in the process of creating content. This article deals with the main ones that are relevant to CoinDesk’s content team. It does not cover every use case, and does not speak to workflow outside of the process of content generation.

Generative text in articles

Current AI chatbots can create text from queries very quickly. Users can also customize the text with adjustments to the query — complexity, style, and overall length can all be specified.

However, an AI cannot contact sources or triage fast-breaking information reliably. While it performs some tasks extremely well, AI lacks the experience, judgment and capabilities of a trained journalist.

AI also makes mistakes, sometimes serious ones. Generative tools have been known to “hallucinate” incorrect facts and state them with confidence that they’re correct. They have occasionally been caught plagiarizing entire passages from source material. And even when the generated text is both original and factually correct, it can still feel bland or soulless.

At the same time, an AI can synthesize, summarize and format information about a subject far faster than a human ever could. AI can almost instantaneously create detailed writing on a specific subject that can then be fact-checked and edited. This has the potential to be particularly useful for explanatory content.

Given its limitations and the potential pitfalls, the writing of an AI should be seen as an early draft from an inexperienced writer. In more illustrative terms, an AI tool is comparable to an intern who can write really fast. The analogy is apt: Typically, interns need a great deal of supervision in their work. They are often unfamiliar with the area they’re writing about and the audience they’re writing for, occasionally leading to serious errors. The editor assigned to their work needs to edit their work carefully, check the underlying facts and help tailor the article to the audience.

However, with the right editing process, the work of an intern can be made publishable relatively quickly, especially if the intern has command of the English language (something AI excels at). Similarly, with the right safeguards in place that both prioritize a robust editing process and target the specific pitfalls of AI, we believe that sometimes using generative text in articles can help writers and editors publish more information faster than a purely human-driven process.

With that in mind, CoinDesk will allow generative text to be used in some articles, subject to the following rules. The generative text must be:

Given the requirements and the inherent limitations of AI with respect to the primary ingredients of journalism (e.g., talking to sources), the number of use cases for generative text are few. However, we see an opportunity for AI to assist in explanatory content, such as in this article here. In every case where generative text is used in the body of an article – whether in whole or in part – the AI’s contribution will be clear through both a disclosure at the bottom of the article and the AI’s byline: CoinDesk Bot.

Generative images

CoinDesk will immediately discontinue the use of generative images in content. This is due to pending litigation around the use of proprietary imagery as “training” for various AI-driven image generators. We might make an exception in the case when the point of the article is to discuss generative images and the images are used in a way that constitutes fair use, but these would be on a case-by-case basis.

Using a generative image tool to help “inspire” a work of art created by a human is generally OK (this is akin to doodling on scrap paper) with the caveat that the human-created image should not be a de facto copy of the AI-generated image.

Generative voices

AI tools can generate or use human-sounding voices to read copy, effectively turning articles into audio clips or podcasts. Though CoinDesk doesn’t currently employ these tools, we see the practice as an evolution of tools that already exist for the visually impaired. If possible, the use of an AI voice generator will be disclosed in the accompanying show notes.

Social copy

Social copy typically functions as a short summary of an article, crafted for a specific platform. Because of its short length, social copy is relatively easy to fact-check and edit, and some AI text tools may be adept at crafting text in the style of specific platforms. In addition, there is less expectation among social audiences that the text accompanying a linked story is original.

For these reasons, CoinDesk allows AI-generated social copy as long as the person preparing the post edits and fact-checks the copy (which is standard), and for the same reasons we don’t think disclosure is necessary (and would lead to some very clunky tweets). As with use in articles, using generative images in social posts is forbidden.

Headlines

Like social copy, headlines are quickly fact-checked and edited. Because editors will always be directing the process, we view AI-written headlines as suggestions and are thus allowed. Disclosure isn’t necessary because this process does not add any new information, and editors will always check the headlines for accuracy and style. This also applies to subheadings and short descriptions.

Assistance with research

AI may sometimes be able to assist in summarizing long documents such as court filings, research papers and press releases, among others. As long as no part of the text generated is copied to a published article, this is generally allowed with no disclosure needed, with two important caveats:

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AI-generated story ideas

Any ideas generated by an AI will inherently need to be vetted and researched by the reporter or editor, so this is allowed. Unless actual text generated by the AI ends up in the final article, it’s not required to disclose that the idea was originally suggested via AI (although the author still may want to do so).

The future

These are the rules of the road for CoinDesk as we travel forward into an AI-driven future. That road may change direction suddenly, expand to a multi-lane divided highway or perhaps even come to a dead end, so we expect these rules to evolve in the coming months and years. Regardless, we’re determined to tread into this new frontier, but to tread carefully. We want these rules to empower our content team to work smarter, using AI for the very specific tasks that machines are best at, so humans can focus on what they’re best at: journalism.

Merhaba arkadaşlar, bugün sizlere Prizmabet adlı bir bahis sitesinden bahsedeceğim. Prizmabet, Betconstruct altyapısı ile üyelerine kaliteli hizmetler veren ve ülkemizin önde gelen bahis sitelerinden bir tanesidir. 2009 yılında kurulan Prizmabet, lisanslı, güvenilir ve avantajlı bir site olarak dikkat çekmektedir. Prizmabet’te spor bahisleri, canlı bahisler, casino, canlı casino, slot oyunları, sanal sporlar ve daha pek çok seçenek bulabilirsiniz. Prizmabet’te oyun oynamak için aradığınız ortamı fazlası ile bulacaksınız.

Prizmabet’in en önemli özelliklerinden biri de Prizmabet TV kanalıdır. Bu kanal sayesinde bahis sitesinde bulunan müsabakaları üyeler bir ücrete katlanmadan istedikleri zaman takip edebiliyor. Böylece hem heyecanlı hem de kazançlı bir bahis deneyimi yaşayabiliyorsunuz. Prizmabet TV kanalında futbol, basketbol, tenis, voleybol gibi popüler spor dallarının yanı sıra daha az bilinen sporlara da yer verilmektedir. Prizmabet TV kanalını kullanmak için sadece siteye üye olmanız ve yatırım yapmanız yeterlidir.

Prizmabet ayrıca üyelerine bol miktarda bonus ve promosyon da sunmaktadır. Prizmabet’te ilk üyelik bonusu olarak 100 TL deneme bonusu alabilirsiniz. Bunun yanında yatırım bonusları, kayıp bonusları, arkadaş davet bonusu, doğum günü bonusu gibi farklı bonuslar da mevcuttur. Prizmabet bonusları sayesinde daha fazla oyun oynayabilir ve kazancınızı artırabilirsiniz. Prizmabet bonuslarının çevrim şartları da oldukça makul seviyededir.

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Sonuç olarak, Prizmabet ülkemizin en iyi bahis sitelerinden biri olarak gösterilebilir. Prizmabet’te hem eğlenceli hem de kazançlı bir bahis deneyimi yaşayabilirsiniz. Prizmabet’e üye olmak için güncel giriş adresini web sitemizden bulabilirsiniz. Prizmabet’e girmek için tıklayınız! Prizmabet’e katıldığınıza pişman olmayacaksınız!

U.S. SEC Poised to Move Toward DeFi Oversight As It Reopens Proposed Regulations

The Securities and Exchange Commission is confirming crypto industry worries that, yes, the proposal last year to widen its view of securities exchanges is meant to fold in DeFi.

The U.S. Securities and Exchange Commission (SEC) may be coming for decentralized finance (DeFi) as it considers reopening a proposal from last year that would now explicitly target platforms for those crypto transactions as exchanges that need to be regulated.

The SEC proposed expanding the definition of the word “exchange” in January 2022 to capture a broader swath of trading activity in the U.S. At the time, the agency said in its proposed rulemaking that certain entities engaging in trading activity were not regulated as exchanges, creating a “regulatory disparity.”

The securities agency read last year’s comment letters from the crypto industry calling the initial proposal an overreaching power grab that failed to provide enough clarity about its meaning to be legitimate. The commission is going to vote Friday on what amounts to a response to that criticism. If approved, the updated proposal would use more direct language that includes DeFi in the widening definition of regulated exchanges, and it will detail its estimates on how much that change is expected to cost the industry.

The specific changes will be published after the meeting ends with a vote later today.

SEC Chair Gary Gensler contends that most crypto platforms are already operating as unregistered securities exchanges, with or without the latest tweaks to the definition of what it means to be an exchange. But he and the commission are poised to “reiterate the applicability of existing rules to platforms that trade crypto asset securities, including so-called ‘DeFi’ systems,” according to an SEC fact sheet outlining the changes.

“Calling yourself a DeFi platform is not an excuse to defy the securities laws,” he said in remarks prepared ahead of the meeting.

SEC officials, speaking to reporters ahead of Friday’s meeting, said the reopening and additional information came after a number of market participants asked for more information about the proposed amendments and how exactly they would be applied to crypto assets and DeFi.

The agency isn’t looking to actually define DeFi in the rule, according to SEC officials, but will evaluate each situation by how the activity is being handled, including whether there’s an intermediary and exactly what service that intermediary is providing.

In the prepared remarks, Gensler reiterated his view that “the vast majority of crypto tokens are securities” and that crypto trading platforms already meet existing requirements for securities exchanges.

“These platforms match orders of multiple buyers and sellers of crypto securities using established, non-discretionary methods,” he said. “That’s the definition of an exchange – and today, most crypto trading platforms meet it. That’s the case regardless of whether they call themselves centralized or decentralized.”

Industry pushback

The crypto industry has long advocated for U.S. rules that can bring certainty to how the companies and activities need to operate, though prominent crypto executives and their lobbyists have also said that the SEC’s position that they need to register and follow existing securities laws won’t work for this industry. The SEC has broadly chosen against a tailored approach to the cryptocurrency sector that would acknowledge how it differs from the rest of finance, with Gensler routinely arguing that longstanding securities laws are sufficient.

The SEC had pushed this exchange-definition rule and other proposals last year that – without detailing its intentions with crypto specifically – had suggested that the agency meant to formalize its reach into the digital assets sector.

Later, the agency became more explicit about having its eyes on digital assets, when it issued another proposal in February that could bar investment advisers from keeping assets at crypto firms.

With each proposed rule, the SEC’s walls are closing in on crypto businesses that insist there’s no path for them into regulated finance.

The agency received almost 400 comment letters on this week’s revisited proposal and disclosed 35 staff meetings and calls with Wall Street lobbyists, industry self-regulatory organizations, the Bank of England and others regarding the effort. A reopened comment period would give crypto lawyers and lobbyists another 30 days to argue against the rule before the agency will review those responses and decide whether to approve a final rule.

Even when the new exchange definition didn’t name crypto explicitly, the industry opposed it with the assumption that it had digital assets platforms in mind.

“The proposal fails to adapt to – let alone acknowledge – the fundamentally new ways in which individuals can conduct asset exchanges using DeFi protocols,” the Blockchain Association and the DeFi Education Fund argued in a 2022 letter to the SEC. “Instead, it would improperly apply regulations designed for intermediating exchanges like the New York Stock Exchange to software or software developers.”

Rep. Patrick McHenry (R-N.C.), the chairman of the House Financial Services Committee that oversees the SEC, wrote a letter to Gensler with another committee member that said the agency seemed to be trying “to expand the SEC’s jurisdiction beyond its existing statutory authority to regulate market participants in the digital asset ecosystem, including in decentralized finance”

Circle Internet Financial sought the chance to ask for more specific rules for crypto.

“In view of the unique architecture of digital asset markets, we suggest that the commission would benefit the most from a wide-ranging concept release focused on digital assets markets and how best to achieve its policy goals in light of the unique architecture of such markets,” the company’s comment letter suggested.

But some were glad last year at the possibility crypto could be folded into this SEC oversight.

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“The cryptocurrency industry is rapidly expanding with some industry lobbyists insisting that their offerings and platforms fall outside the securities laws and regulations,” Better Markets, a Washington-based group advocating for tougher protections in the financial system, wrote in a comment letter last year. “But clearly, the commission must apply securities regulation equally to all securities regardless of how novel, ‘innovative,’ popular, or profitable such offerings may be.”

It’s been a tough month for DeFi in U.S. policy circles, after the U.S. Treasury Department also made clear last week that DeFi services should be subject to anti-money-laundering laws, saying the platforms have been used by criminals and for terrorist financing.

Edited by Nikhilesh De.

Merhaba arkadaşlar, bugün sizlere Prizmabet adlı bir bahis sitesinden bahsedeceğim. Prizmabet, Betconstruct altyapısı ile üyelerine kaliteli hizmetler veren ve ülkemizin önde gelen bahis sitelerinden bir tanesidir. 2009 yılında kurulan Prizmabet, lisanslı, güvenilir ve avantajlı bir site olarak dikkat çekmektedir. Prizmabet’te spor bahisleri, canlı bahisler, casino, canlı casino, slot oyunları, sanal sporlar ve daha pek çok seçenek bulabilirsiniz. Prizmabet’te oyun oynamak için aradığınız ortamı fazlası ile bulacaksınız.

Prizmabet’in en önemli özelliklerinden biri de Prizmabet TV kanalıdır. Bu kanal sayesinde bahis sitesinde bulunan müsabakaları üyeler bir ücrete katlanmadan istedikleri zaman takip edebiliyor. Böylece hem heyecanlı hem de kazançlı bir bahis deneyimi yaşayabiliyorsunuz. Prizmabet TV kanalında futbol, basketbol, tenis, voleybol gibi popüler spor dallarının yanı sıra daha az bilinen sporlara da yer verilmektedir. Prizmabet TV kanalını kullanmak için sadece siteye üye olmanız ve yatırım yapmanız yeterlidir.

Prizmabet ayrıca üyelerine bol miktarda bonus ve promosyon da sunmaktadır. Prizmabet’te ilk üyelik bonusu olarak 100 TL deneme bonusu alabilirsiniz. Bunun yanında yatırım bonusları, kayıp bonusları, arkadaş davet bonusu, doğum günü bonusu gibi farklı bonuslar da mevcuttur. Prizmabet bonusları sayesinde daha fazla oyun oynayabilir ve kazancınızı artırabilirsiniz. Prizmabet bonuslarının çevrim şartları da oldukça makul seviyededir.

Prizmabet para yatırma ve çekme işlemleri konusunda da üyelerine kolaylık sağlamaktadır. Prizmabet’te banka havalesi, kredi kartı, papara, cepbank, QR kod, bitcoin gibi farklı yöntemlerle para yatırabilir ve çekebilirsiniz. Para yatırma ve çekme işlemleri 7/24 yapılabilmekte ve kısa sürede hesaplara yansımaktadır. Prizmabet para yatırma ve çekme işlemlerinde herhangi bir komisyon veya kesinti de yapmamaktadır.

Prizmabet müşteri hizmetleri de üyelerine 7/24 canlı destek hizmeti sağlamaktadır. Prizmabet canlı destek ekibi sayesinde site ile ilgili her türlü soru, sorun veya önerinizi iletebilir ve anında çözüm bulabilirsiniz. Prizmabet canlı destek ekibi profesyonel, güler yüzlü ve yardımseverdir.

Sonuç olarak, Prizmabet ülkemizin en iyi bahis sitelerinden biri olarak gösterilebilir. Prizmabet’te hem eğlenceli hem de kazançlı bir bahis deneyimi yaşayabilirsiniz. Prizmabet’e üye olmak için güncel giriş adresini web sitemizden bulabilirsiniz. Prizmabet’e girmek için tıklayınız! Prizmabet’e katıldığınıza pişman olmayacaksınız!

Sweden Drives Final Nail Into Its Bitcoin Mining Industry With Tax Hike

The 6,000% increase in taxes per kilowatt hour of energy may “ultimately destroy the industry” in the country.

Sweden, the last remaining stronghold of bitcoin miners in Europe, is abolishing tax incentives for data centers in July – potentially putting the last nail in the coffin for the industry in the region.

Energy prices in Europe have spiked in the past year largely in part due to the war in Ukraine, driving out bitcoin miners. The northernmost regions of Norway and Sweden were some of the last areas where the industry was still profitable and operating – although the crowd had thinned out – as they offer an ideal environment for data centers; cool and home to cheap hydroelectricity.

But not even these remote parts of Europe remained unaffected from the energy crisis, which caused prices to increase and some miners to turn off their operations, at least partly, in 2022.

Energy prices started to normalize in 2023, but the upcoming tax will likely stop any new investment in Sweden, which is currently home to about 150 megawatts (MW) of mining. The tax will increase from SEK 0.006 ($0.0006) to SEK 0.36 ($0.035) per kilowatt hour (kWh) starting July of this year, according to the financial budget published in November 2022.

Based on the average electricity prices last year, the tax hike could bring the all-in energy cost to $0.093/kWh, said Jaran Mellerud, senior analyst at mining services firm Luxor Technologies. A MicroBT Whatsminer M30s, a moderately efficient and commonly used machine, would be at break-even point given current market conditions, he said.

Hive Blockchain (HIVE), a Canada-based miner with 25% of its energy capacity in Sweden as of the end of 2022, declined to comment on this story. CoinDesk couldn’t find an instance where Hive disclosed the tax hike explicitly in any of its filings. The firm has discussed its disagreement with Swedish Tax Authorities over $32.4 million in VAT that it thinks it should recover.

Norway, which hosts 250-300 MW of mining, also increased its taxes from $0.0086 to $0.015 per kWh in January, said Mellerud.

Not all hope is lost for Norway, as its energy is overall cheaper and the tax hike is more modest, Mellerud said. The industry will continue developing there, said Denis Rusinovich, co-founder of mining consulting firm Cryptocurrency Mining Group.

Looking for ways out

Sweden’s tax hike makes mining in the region “prohibitively expensive in Sweden and could ultimately destroy the industry,” said Mellerud, so bitcoin miners are looking for solutions.

Many miners are looking to diversify elsewhere, as the new tax will drastically reduce their profitability, said Enerhash CEO Daniel Jogg, who operates a site in Sweden. The tax also requires companies to pay in advance for a few months, which creates some serious cash constraints at a difficult time for the industry, he said.

Some miners could try to get through the tax hike by switching to self-mining instead of hosting others’ machines, said Rusinovich.

Others are looking at ways to get around the tax by reusing the heat produced in the data centers such that they are taxed as heat producers, Mellerud said.

Those packing up are also facing an uphill battle, said Rusinovich: “The market of potential buyers has completely dried up and there are only less than a handful of real buyers left.”

Broken trust

It is unclear whether Sweden’s new taxes were intended towards miners or the entire data center industry. The tax hike was proposed by the Swedish Ministry of Finance, which was also pushing for a ban on bitcoin mining in the European Union last year, Mellerud pointed out.

“This could be viewed as an attack on bitcoin mining,” he said.

In 2017, Sweden enacted a 98% tax cut for data centers, looking to attract businesses. Four years later, the industry hasn’t created the jobs the country was hoping for, and the macroeconomic environment has changed, said the budget report.

The energy crisis has increased electricity rates for households, and the tax cuts currently in place might actually be taking away energy from other, more job-creating industries in the manufacturing sector, said the budget.

Miners are disappointed by how the tax hike was rolled out, with what seemed like little notice or communication. Firms like Hive tout Sweden as a “stable” jurisdiction, where they don’t worry about abrupt unilateral changes in the regulatory regime.

Microsoft (MSFT), which also operates data centers in the region, has protested the measure’s abruptness, particularly given that the government had commissioned a report on the energy impact of data centers that wasn’t finished at the time of the tax hike decision, according to the budget.

There has been no official communication to the bitcoin miners active in the region, only a page on the tax authority’s website that was updated to show the change, said Rusinovich.

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That, plus the fact that the tax will be implemented in the middle of the calendar year, making it hard to plan ahead, has rubbed miners the wrong way. Companies can request a refund for any taxes levied before the start of July, a spokesperson for the Swedish tax agency said.

Enerhash will keep its operations in Sweden because they are still profitable, particularly given its geographic diversification, but they will not be investing additionally. Why would you invest there when the legal framework can change so abruptly, Jogg asked.

Edited by Nikhilesh De and Aoyon Ashraf.

Merhaba arkadaşlar, bugün sizlere Prizmabet adlı bir bahis sitesinden bahsedeceğim. Prizmabet, Betconstruct altyapısı ile üyelerine kaliteli hizmetler veren ve ülkemizin önde gelen bahis sitelerinden bir tanesidir. 2009 yılında kurulan Prizmabet, lisanslı, güvenilir ve avantajlı bir site olarak dikkat çekmektedir. Prizmabet’te spor bahisleri, canlı bahisler, casino, canlı casino, slot oyunları, sanal sporlar ve daha pek çok seçenek bulabilirsiniz. Prizmabet’te oyun oynamak için aradığınız ortamı fazlası ile bulacaksınız.

Prizmabet’in en önemli özelliklerinden biri de Prizmabet TV kanalıdır. Bu kanal sayesinde bahis sitesinde bulunan müsabakaları üyeler bir ücrete katlanmadan istedikleri zaman takip edebiliyor. Böylece hem heyecanlı hem de kazançlı bir bahis deneyimi yaşayabiliyorsunuz. Prizmabet TV kanalında futbol, basketbol, tenis, voleybol gibi popüler spor dallarının yanı sıra daha az bilinen sporlara da yer verilmektedir. Prizmabet TV kanalını kullanmak için sadece siteye üye olmanız ve yatırım yapmanız yeterlidir.

Prizmabet ayrıca üyelerine bol miktarda bonus ve promosyon da sunmaktadır. Prizmabet’te ilk üyelik bonusu olarak 100 TL deneme bonusu alabilirsiniz. Bunun yanında yatırım bonusları, kayıp bonusları, arkadaş davet bonusu, doğum günü bonusu gibi farklı bonuslar da mevcuttur. Prizmabet bonusları sayesinde daha fazla oyun oynayabilir ve kazancınızı artırabilirsiniz. Prizmabet bonuslarının çevrim şartları da oldukça makul seviyededir.

Prizmabet para yatırma ve çekme işlemleri konusunda da üyelerine kolaylık sağlamaktadır. Prizmabet’te banka havalesi, kredi kartı, papara, cepbank, QR kod, bitcoin gibi farklı yöntemlerle para yatırabilir ve çekebilirsiniz. Para yatırma ve çekme işlemleri 7/24 yapılabilmekte ve kısa sürede hesaplara yansımaktadır. Prizmabet para yatırma ve çekme işlemlerinde herhangi bir komisyon veya kesinti de yapmamaktadır.

Prizmabet müşteri hizmetleri de üyelerine 7/24 canlı destek hizmeti sağlamaktadır. Prizmabet canlı destek ekibi sayesinde site ile ilgili her türlü soru, sorun veya önerinizi iletebilir ve anında çözüm bulabilirsiniz. Prizmabet canlı destek ekibi profesyonel, güler yüzlü ve yardımseverdir.

Sonuç olarak, Prizmabet ülkemizin en iyi bahis sitelerinden biri olarak gösterilebilir. Prizmabet’te hem eğlenceli hem de kazançlı bir bahis deneyimi yaşayabilirsiniz. Prizmabet’e üye olmak için güncel giriş adresini web sitemizden bulabilirsiniz. Prizmabet’e girmek için tıklayınız! Prizmabet’e katıldığınıza pişman olmayacaksınız!

Market Maker DWF Labs’ More Than $200M in Deals Blur What ‘Investing’ Means

DWF Labs made headlines with more than $200 million of investments in crypto projects such as CryptoGPT or Synthetix. A closer examination reveals that many of their deals aren’t typical venture capital investments, but packaged with market making services, pledges to boost trading volume or even selling tokens directly for a project’s treasury. Industry experts claim red flags and conflict of interest, but the firm says it’s all a misunderstanding.

The giants of crypto venture capital are mostly a well-known group of firms that’ve been around for years, companies like A16Z, Paradigm, Pantera Capital and Digital Currency Group (CoinDesk’s parent).

So the quick and loud emergence of a firm called DWF Labs as a seemingly large player in the space over the past few months caught many by surprise. They announced through press releases and media organizations like CoinDesk and The Block a slew of investments in projects including $40 million for internet alternative provider Tomi, $40 million for artificial intelligence-related token Fetch.AI and $10 million in AI-focused crypto data project CryptoGPT.

But a closer examination reveals DWF, whose founders made their money as crypto high-frequency traders, isn’t exactly a venture capital firm – not always, at least.

While the recent slew of headlines refer to DWF’s partnerships with crypto projects as ‘investments,’ DWF Labs actually functions more similarly to an over-the-counter (OTC) trading desk. The company typically approaches a crypto project with a token, and offers to buy millions worth of the token at a discount to market value, according to conversations with several crypto projects that have worked with DWF.

But DWF Labs says it’s all a misunderstanding. “There might be some questions on the use of the word investment,” said DWF Labs Partner Stefano Virgilli. “When we use the word ‘investment’ – to us the most important thing is that if we’re purchasing the tokens and they’re using the funds to further develop, that’s an investment,” he added.

The controversy

Investments in crypto projects typically follow a venture capital model. Projects tap venture firms for capital via funding rounds (i.e. pre-seed, seed, Series A, etc.) and, in turn, the investors receive a portion of the project’s equity. In most cases, particularly in early stage investments where a project has not yet launched a token, investors will receive a Simple Agreement for Future Tokens (SAFT), a contract that outlines the tokens allocated to the investor if the project launches a token in the future.

DWF Labs’ investments are more ad hoc in nature and the company primarily selects for projects that have already launched a token.

While DWF Labs refers to itself as “a global web3 venture capital and market maker” or “multi-stage web3 investment firm” in press releases, the deals are often presented as “strategic partnerships” that can include token acquisitions, market making services, pledges to boost a token’s liquidity and trading volume, and additional support with marketing and media presence.

Even helping projects’ treasuries to sell their token holdings, according to the press release the firm distributed about its launch in September.

In the post, the firm said that “DWF Labs invests in digital asset companies and supports existing markets, enabling digital asset companies to sell their tokens for up-front capital without adverse price impact,” adding that “DWF Labs buys tokens with its own funds, allowing its corporate customers to sell tokens quickly.”

It is quite common in the crypto industry for market making firms to have venture capital arms. Jump Crypto and Wintermute, two heavyweights in the crypto market-making sector, both began as trading firms. But both have since expanded into cutting venture checks for projects, and even building their own pieces of core infrastructure (Jump has backed the Wormhole cross-chain bridge and Wintermute has launched its own decentralized exchange).

However, the industry standard is that these contracts should be separated. Even though the lines between the two divisions can be blurred sometimes by the market makers, some industry observers have grown concerned about DWF’s recent activity and seemingly packaging different services under partnerships.

“It’s a massive conflict of interest,” Walter Teng, research firm Fundstrat’s vice president of digital assets, told CoinDesk. “If you invest, you want the token’s price to go up. If you market make, you can manipulate the price to go up by spoofing.”

“All of their ‘investments’ are poorly disguised agency OTC (over-the-counter) trades,” a market making firm’s executive told CoinDesk, who asked not to be named due to company policy. “They make a big announcement about ‘partnerships, investments’ or some other nonsense, but in reality it is a way for token projects to sell their treasury without announcing that they are selling their treasury.”

DWF’s managing partner Andrei Grachev defended the firm’s token maneuvers in a recent tweet, calling it “dumb” if a market maker (MM) leaves all the acquired or borrowed assets in a wallet, because an “MM should create markets, provide depth, improve order execution instead of doing nothing and waiting when the market is skyrocketing to execute its call options.”

DWF Labs’ strategy

DWF Labs launched in September, as an investment-focused arm of Digital Wave Finance, a top high-frequency trading firm that trades spot and derivatives on over 40 exchanges, according to the firm’s press release.

Grachev told CoinDesk that DWF Labs’ funding comes from the money earned from profits of the high-frequency trading business. Grachev denied that the firm has received any funding from Russia, a rumor circling within the crypto industry.

Grachev said that the firm has multiple types of investments, some with token lock-ups, others without vesting period, and focuses on projects with tokens. “We prefer to have tokens but we also have several equity deals,” said. “But frankly with equity…it is not our strong side,” he said.

While he said that DWF Labs “usually do not include market making deals in our venture side,” later, he admitted that “we have pure investments without market making, we have market making [agreements] without investment, and we have [them] combined.”

“As a market maker, of course we support our portfolio. If we invest, we will provide much more liquidity to the project compared to if we don’t invest,” Grachev said.

When asked about DWF’s investment strategy and due diligence, Grachev talked about focusing on five sectors – TradFi, DeFi, GameFi, CEXs and artificial intelligence – and aiming to “have stakes in all major chains (…) in order to have access to their ecosystems.” The firm looks for projects with “life and traction,” he said, checking social media posts and what exchanges their token is listed on.

“If a project is listed on BitFinex, Coinbase or Binance, then the project is proven and good because these exchanges have very strict due diligence and very strict policies of listing,” he added.

Grachev also said DWF doesn’t usually participate in specific venture rounds. “We just approach them,” he says.

CoinDesk viewed a series of messages between DWF Labs and a crypto project that showed a member of the DWF Labs team offering to invest in the project and provide free market-making services. DWF told the project it could invest via a direct OTC purchase of liquid tokens from the project’s treasury, or with a lock-up period and market-making services.

Messages from the market maker to another project showed that DWF offered to buy tokens in daily tranches without any lock-up period at a discount or in one installment with a one-year lock-up at a steeper discount. According to the message, DWF promised to help list the token on Korean exchanges including Binance Korea which the firm has “good relationship” with, create options trading and “build narrative” leveraging DWF’s team and media presence.

There were several past announcements when DWF mashed investments and market-making deals.

One instance was its strategic partnership announcement with derivatives trading platform Synthetix. According to a press release on March 16, the firm said it acquired $15 million of the project’s native token SNX “aimed at boosting liquidity and market making,” adding a quote from Grachev that “we are thrilled to invest in Synthetix.”

Blockchain data shows that DFW’s wallet – labeled by crypto intelligence firm Nansen – received 5.3 millions of SNX directly from Synthetix’s treasury wallet between March 14 and March 16. Then, the firm transferred all tokens to Binance in multiple transactions between March 16 and 20.


Transactions between DWF Labs and Synthetix treasury. (Nansen)

In November, DWF announced a $10 million investment in the TON ecosystem. The firm’s press release said that the “strategic partnership” with the project extends to “an investment, token development, market creation and exchange listing.” The partnership also includes “50 seed investments scheduled over the next 12 months,” doubling the TON token’s trading volume in the first three months of the partnership, and developing an OTC market “to let buyers and sellers complete large transactions.”

Another case is the firm’s investment into web3 influencer platform So-Col. According to a story by crypto-focused publication The Block and cited on DWF’s website, DWF invested $1.5 million in “a round” by purchasing So-Col’s native token SIMP in February. Irene Zhao, So-Col’s founder, said that the tokens have a one-year vesting period ending in February 2024. The post does not mention other services besides investing.

However, Nansen’s blockchain data on the Ethereum blockchain shows that DWF’s crypto wallet received 3.3 million SIMP tokens between March 6 and March 24. Within the same period, DWF sent some 2.6 million tokens to KuCoin exchange, then transferred the rest to an unknown wallet on March 30. After the announcement on March 28, SIMP almost doubled from around 1.7 cents in a week, then started to plummet on April 4 towards 1 cent, per CoinGecko data.

CoinDesk reviewed Telegram messages of a So-Col representative saying that they decided to work with DWF Labs because besides serving as a market maker DWF also invested in the project directly helping to extend the startup’s runway.

Sending tokens to exchanges

Grachev said that DWF Labs keeps most of its funds and investments on centralized exchanges (CEXs) and transferring tokens to an exchange does not indicate the company will sell.

“We keep all of our inventory, almost all of our inventory, not only our investments but our own funds on exchanges,” he said.

However, keeping supposedly long-term investments on exchanges is a worrying sign for some industry experts, hidden from savvy blockchain analysts and traders whether DWF sells tokens or uses them for market making purposes.

“It’s a red flag,” a founder, who asked to remain anonymous, of a crypto analytics firm with former market making experience told CoinDesk. “They [DWF Labs] market them as an investment, and then claim to do ‘market making’ so they can keep funds on exchanges and just dump.”

It’s hard to opine on where a firm like DWF should draw the line between VC and market making. Perhaps, a page from the TradFi banking playbook could work. In that realm, investment banking and trading/research is separated by a so-called Chinese wall. Where that line might need to be drawn for crypto investment firms is unclear.

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In the interview, Grachev admits his “biggest mistake” was not properly explaining his firm’s operating philosophy and investment process. “We need to be more open. I want [the community] to know how we work and then let people decide who is right and who is not right,” he said.

Tracy Wang and Ian Allison contributed reporting.

Edited by Aoyon Ashraf and Nick Baker.

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Bitcoin Holds Steady Near $30.5K, Ether Circles Around $2.1K

BTC and ETH have risen about 9% and 12%, respectively, over the past seven days. While BTC has driven the market this year so far, the Shapella upgrade has boosted ETH trading, according to an analyst.

Bitcoin and ether’s prices rose handsomely in an eventful week of mildly encouraging inflation veri and Ethereum’s long-awaited Shapella upgrade.

Bitcoin (BTC) was recently trading at $30,450, up 0.4% from 24 hours ago and more than 9% for the week, according to CoinDesk veri. The largest cryptocurrency by market capitalization breached $31,000 earlier in the day before retreating during the U.S. intraday (ET).

Ether (ETH) gained 5.4% on Friday to recently trade at $2,105. It’s up over 12% for the week.


Bitcoin, Ether 7-Day Returns (CoinDesk Research)

“Ether and bitcoin have both seen upside follow-through after confirming base breakouts in late March, which are as positive intermediate-term developments on their charts,” Will Tamplin, senior analyst at technical research firm Fairlead Strategies, told CoinDesk in an email.

Tamplin noted that ETH and BTC’s next major resistance levels are roughly $2,400 and $35,900, respectively, targeted over the next several weeks.

Yet, he added that with both assets “beginning to look extended in the short term … we would not rule out a pullback in the coming days to digest recent gains,” with initial support near $1,670 for ETH and $25,200 for BTC.

Greg Magadini, director of derivatives at crypto analytics firm Amberdata, highlighted in an interview with CoinDesk that the relative expensiveness of ETH calls versus puts in ETH – also known as the risk reversal skew – currently sits positive to the call side for all expirations post-Shapella. Magadini said that this trend signals “bullish activity in the sense that people are willing to hisse more on the call side.”

Typically, a call buyer is bullish about the market, while the put buyer is bearish.

Magadini noted that while bitcoin has driven options volume, open interest and volatility this year, particularly as BTC surged in January and after last month’s banking crisis, “the Shapella upgrade is the first time that we’re getting some life back into the Ethereum market,” he said.

Prior to the upgrade, investors split on how the market would react to the event, with some expecting potential selling pressure to ETH and others believing no major impact on the market.

“On Ethereum, developers have proven that they can follow through on their vision,” Magadini said. “We’ve made a major milestone and so this brings back validity and credibility to Ethereum.”

Meanwhile, several other altcoins jumped Friday. Decentralized smart contracts platform Injective Protocol’s INJ surged more than 28% in the past 24 hours to trade at $8.64, while artificial intelligence-focused crypto protocol Fetch.ai’s FET rose by 13% to trade at 40 cents. Layer 2 network Optimism’s OP was up 7% to $2.62.

The CoinDesk Market Index, which measures the overall crypto market performance, was up 9% for the week.

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Equities wrapped up Friday lower as investors started to process the earnings season: The S&P 500 and the tech-heavy Nasdaq closed down 0.2% and 0.3%, respectively. The Dow Jones Industrial Average (DJIA) was down 0.4% for the day.

Edited by James Rubin.

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