Crypto World
Humanity Protocol Token Crashes 88% Following Private Key Breach
Humanity Protocol’s H token plunged 88% in 24 hours after a recent exploit. The altcoin dropped to an intraday low near $0.072.
The collapse marked H’s lowest level since mid-December 2025 and wiped out a rally that had carried the token to a record high the previous week.
What Triggered the Humanity Protocol Token Crash
On-chain analyst Specter flagged the attack, reporting that more than 17 wallets holding H had been drained. Early losses topped $5 million before reportedly rising to more than $30 million.
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Specter also published five theft addresses tied to the drains.
- 0x456Cb73b35022E4B524e5510807776453d984AeF
- 0xee4B6B8967Aa947ac3aEf540eE07ea6099C566F7
- 0xAf2a4989922299EB14A29E332dad1012A8aaD3A0
- 0x1dfe5cF3ED5a0AC82FDD0bFCdaC7B6C6323f844a
- 0xD1ea823D421E0c829ee11F772AF487fd352678EA
- https://x.com/lookonchain/status/2064155121341305075
On-chain data showed the attacker offloading the stolen tokens. The stoken H was being sold and converted into Ethereum (ETH).
Humanity Founder Confirms Key Compromise
Terence Kwok, founder of Humanity Protocol, confirmed the incident publicly. He linked it to compromised private keys held by a member of the Humanity Foundation.
“We’ve detected a security incident involving the compromise of private keys belonging to a member of the Humanity Foundation. As a precaution, please do not interact with the bridge or any liquidity pools until we confirm it’s safe,” Kwok said.
The executive said the project is working with security experts and exchange partners to contain the damage. Meanwhile, he apologized to holders and promised regular updates.
“We’re deeply sorry that this has happened. Protecting this community is our responsibility, and we don’t take that lightly. We will share verified updates as soon as we have them, and we won’t speculate before facts are confirmed,” Humanity Protocol posted.
The breach landed weeks before a scheduled June 25 token unlock. How quickly Humanity secures its systems may shape how soon H stabilizes.
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The post Humanity Protocol Token Crashes 88% Following Private Key Breach appeared first on BeInCrypto.
Crypto World
Bitcoin crash fails to scare institutions, Coinbase strategist says
Bitcoin’s fall toward $60,000 has not caused a broad retreat among large investors, according to Coinbase Institutional strategy head John D’Agostino.
Summary
- Family offices and sovereign funds are buying Bitcoin at lower prices instead of reducing exposure.
- D’Agostino says major institutional holders do not appear dangerously leveraged or close to forced liquidation.
- Strategy added 1,550 Bitcoin while ETF exposure remained near $100 billion despite the market decline.
He said family offices, governments, and sovereign wealth funds continue treating lower prices as an entry point.
According to crypto.news market data, Bitcoin traded near $63,200 on June 9 after falling roughly 50% from its October 2025 record above $126,000. The sharp decline has weakened market sentiment, but D’Agostino said institutional demand has remained more stable than the price action suggests.
Coinbase sees institutional Bitcoin demand holding firm
“They loved it at $125,000, they liked it at $100,000, and they love it even more at $65,000,” D’Agostino said during a CNBC interview. He described the buyers as long-term allocators that completed extensive reviews before entering the asset class.
Such investors often build positions over longer periods instead of reacting to each daily move. D’Agostino said the latest decline has allowed some institutions to acquire Bitcoin at levels they had already considered attractive during the earlier rally.
In addition, D’Agostino pointed to about $100 billion held through spot Bitcoin exchange-traded funds. He said retail interest linked to those products had declined by about 15%, even though Bitcoin had lost close to half its peak value.
Bernstein analysts also described the downturn as a quieter market cycle rather than a collapse in Bitcoin’s store-of-value case. As previously reported by crypto.news, spot Bitcoin ETFs recorded $2.6 billion in net outflows during 2026, while corporate treasury purchases helped keep combined institutional demand positive.
Separately, as previously reported, spot Bitcoin ETFs had recorded 13 consecutive outflow days by June 5, the longest streak since their launch. Withdrawals were uneven across funds and did not amount to a full institutional exit. Bitcoin later recovered above $63,000, but remained more than 10% lower over seven days as of June 9.
Strategy purchase counters forced-selling concerns
Strategy added 1,550 Bitcoin for $101.3 million between June 1 and June 7, as previously reported. The company paid an average of $65,332 per coin and raised its total holdings to 845,256 Bitcoin.
The purchase followed Strategy’s sale of 32 Bitcoin in late May. The company also increased its dollar reserve to $1 billion. Its filing showed an average acquisition cost of $75,680 across its total Bitcoin position.
D’Agostino said he was unaware of any major institutional holder that was “horrifically overlevered” or nearing liquidation. He added that larger companies can often raise new capital to support their positions, although continued access to funding depends on market conditions.
The comments do not remove the risks facing Bitcoin. ETF outflows, weaker retail activity, and further price declines could still test institutional demand.
However, current purchases and retained ETF exposure show that large investors have not responded to the downturn with widespread selling.
Crypto World
UK Proposes Limited Retail Fund Exposure to Crypto
The UK’s Financial Conduct Authority has proposed allowing some authorized investment funds to hold up to a 10% allocation of crypto exchange-traded notes, closing a regulatory gap between retail investors and funds.
The FCA floated the idea in a quarterly consultation paper on Friday, which would allow retail-focused funds called undertakings for collective investment in transferable securities, or UCITS funds, and some non-UCITS funds to gain exposure to crypto.
The regulator said it wanted authorized funds to “remain contemporary and consistent with the demands of investors” while ensuring consumers “are adequately protected and markets function well.”
The proposal seeks to align rules on who can buy crypto products after the FCA lifted its ban on retail investors being able to trade crypto exchange-traded notes in August, as the regulator looked to align retail access to crypto with other countries.
The FCA said in its consultation that its proposed 10% cap would “set conservative restrictions on assets to which a fund can be exposed, in exchange for allowing these funds to be marketed to retail consumers.”

An excerpt from the FCA’s consultation pitching allowing retail funds limited exposure to crypto products. Source: FCA
The regulator added that it didn’t believe allowing retail-focused funds “to have significant exposure” to crypto products was appropriate, “given the speculative nature of the underlying cryptoassets.”
Related: UK Lords warn BoE could regulate pound stablecoins into irrelevance
Retail funds that want to invest in crypto must also show that the investment is “consistent with the disclosed investment objectives and risk profile of a given fund,” the FCA said.
The proposal said that unregulated and qualified investor schemes could invest in “more speculative assets,” and it would not apply a limit to holdings, but those funds can’t be marketed or sold to retail investors.
The FCA is also seeking input on whether it should prevent funds centered on holding so-called “long-term assets” such as property and other retail-focused funds from holding crypto exchange-traded notes, arguing that it does not consider crypto to be consistent with the funds’ investment objectives.
The consultation on the proposal will last for five weeks, until July 13.
It comes as the UK has been clearing a path for crypto, with the FCA and Bank of England consulting on proposed rules for stablecoins, crypto custody and staking.
The Bank of England last month said it was reconsidering parts of its proposed stablecoin regime after crypto companies warned that holding caps and reserve requirements could stifle adoption.
In April, the FCA also made new rules for tokenized funds to make it easier for asset managers to use blockchains and sought feedback on guidance to clarify requirements for stablecoin issuance, crypto trading, custody and staking.
Magazine: How crypto laws changed in 2025 — and how they’ll change in 2026
Crypto World
Saylor blamed AI for bitcoin crash. Arca has one word for that: Nonsense
While bitcoin -holder listed firm Strategy’s chairman Michael Saylor blamed the AI boom for last week’s bitcoin selloff, crypto investment firm Arca is pointing the finger squarely at Saylor himself.
“The selling pressure last week was clearly due to the Saylor/MSTR news,” wrote Arca’s Chief Investment Officer Jeff Dorman in his weekly note, pushing back on what he called “gaslighting from MSTR and other Bitcoin bulls.”
Bitcoin, the leading cryptocurrency by market value fell nearly 14% to $60,000 last week. The sell-off happened after Strategy on June 1 disclosed that it sold 32 BTC in the preceding week. Strategy still holds 845,256 BTC worth billions of dollars.
Saylor attributed the sharp slide to AI infrastructure spending absorbing capital at historic scale.
“The AI buildout is absorbing capital at a historic scale, creating temporary pressure across global markets. That does not weaken Bitcoin. It strengthens the case for scarce, liquid, digital capital. Bitcoin remains the premier asset for the long term,” Saylor said.
Arca isn’t buying it.
Dorman’s argument is straightforward. What crashed the market waqs not the amount of BTC sold, which was just 32, worth roughly $2.5 million, but the realization of what that sale implied: that Strategy may need to sell significantly more bitcoin to meet the cash dividend obligations on its preferred shares, including STRC.
In Arca’s view, Saylor has made a series of missteps over the past three weeks. He used his only cash to pay off zero-coupon debt, then rattled markets by teasing a $2.5 million bitcoin sale, which is barely enough to cover one month’s preferred dividends. Strategy currently has roughly five months of cash flow remaining, Dorman noted, leaving the market to wonder what comes next.
The bullish scenario
Dorman says there is one scenario that could stabilize things quickly. If Saylor announces via 8-K filing that Strategy has raised $2 to $4 billion by selling MSTR stock and bitcoin, enough to cover preferred dividends through September 2028, Dorman believes markets would rally sharply. That buffer would remove the forced-seller overhang and give bitcoin room to breathe.
But Dorman doesn’t think Saylor will do it.
“Saylor is basically addicted to buying Bitcoin,” he wrote, suggesting the more likely outcome is continued drip selling, just enough each month to cover the dividend, which keeps steady pressure on the market.
“When the world’s biggest buyer becomes a forced seller, the market will keep pressing until there is blood,” Dorman wrote.
The bright spot
Last week’s BTC selloff was initially confined to Bitcoin itself and did not immediately spill over into the wider market, a bright spot that points to growing market sophistication, according to Dorman.
BTC’s dominance rate, or its share of the total crypto market, fell for the second consecutive week, hitting lows under 58% for the first time since September.
He noted that early in the week, bitcoin fell on its own idiosyncratic news while other crypto assets held steady. This, he said, was a clear sign that investors are now assessing each digital asset on its individual risk profile rather than indiscriminately selling everything when the market leader weakens.
“If BTC can move lower on its own idiosyncratic bad news without taking down the whole market, this would be yet another sign that digital asset market participants are becoming more sophisticated,” he added.
By week’s end though, BTC’s selloff became too intense and most assets joined the downtrend.
Crypto World
Ethereum remains under pressure after double-digit weekly losses
Key takeaways
- Ethereum continues its downtrend after breaking key support levels and testing a low of $1,505 last week.
- The broader crypto market remains under pressure following last week’s massive dump.
The cryptocurrency market starts the week on a weak footing, with Bitcoin (BTC), Ethereum (ETH), and Ripple (XRP) continuing to trade under heavy selling pressure following steep declines last week.
Bitcoin lost more than 14%, Ethereum dropped over 15%, and XRP shed more than 13%, leaving technical indicators firmly tilted toward further downside risks.
BitMine boosts Ethereum holdings with largest ETH purchase of 2026
Ethereum treasury company BitMine Immersion Technologies significantly expanded its holdings last week, purchasing 126,971 ETH as the second-largest cryptocurrency declined toward the $1,500 price region.
The acquisition marks BitMine’s largest weekly Ethereum purchase of 2026, underscoring the firm’s continued commitment to accumulating the digital asset despite recent market volatility.
Following the latest purchase, BitMine’s total Ethereum holdings have climbed to 5.54 million ETH. The company stated that it now controls approximately 4.59% of Ethereum’s circulating supply, moving closer to its long-standing objective of owning 5% of all ETH in circulation.
According to the firm, it remains on track to achieve that milestone before the end of the year, further strengthening its position as one of the largest corporate holders of Ethereum.
Ethereum slides below critical support areas
Ethereum is also extending its bearish trend, trading around $1,684 after breaking several key support levels below. The second-largest cryptocurrency remains firmly below its 50-day, 100-day, and 200-day EMAs, currently positioned near $2,058, $2,189, and $2,441, respectively.
The concentration of these moving averages above current price levels suggests that any recovery attempts could face strong selling pressure. Meanwhile, Ethereum’s daily RSI sits at 50, indicating a neutral market condition, while the MACD remains deeply negative, reinforcing the dominance of bearish momentum.
For bulls to regain control, Ethereum would need to overcome several resistance levels:
- Immediate resistance at $1,747.
- Psychological resistance at $2,000.
- 50-day EMA near $2,058.
- 100-day EMA around $2,189.
- 200-day EMA near $2,441.
On the downside, the next significant support level is located around $1,385, a zone where buyers could attempt to slow or reverse further declines if selling pressure intensifies.
Crypto World
UK regulator considers up to 10% crypto exposure for retail funds
The UK Financial Conduct Authority is weighing a targeted opening for retail investors to gain exposure to crypto via regulated funds. In a quarterly consultation paper published on Friday, the FCA proposed allowing a subset of authorized investment funds to hold up to 10% of crypto exchange-traded notes, narrowing a regulatory gap between retail access and fund strategies. The plan would extend to retail-focused funds known as UCITS, as well as some non-UCITS vehicles, subject to the cap and risk safeguards.
The regulator stressed that the aim is to keep retail participation aligned with investors’ expectations while protecting consumers and maintaining orderly markets. The move follows the FCA’s decision last August to lift the ban on retail traders accessing crypto exchange-traded notes, signaling a shift toward confirming how crypto products fit within the broader framework used for traditional assets in the U.K. market.
Key takeaways
- The FCA proposes a 10% cap on exposure to crypto exchange-traded notes for retail-focused UCITS funds and select non-UCITS funds, aiming for a conservative balance between access and protection.
- Retail funds would need to ensure any crypto exposure is consistent with their disclosed investment objectives and risk profiles, and the assets must align with what investors were told to expect.
- Unregulated and qualified investor schemes could invest in more speculative assets without a similar cap, but those funds cannot be marketed to retail investors.
- The consultation runs for five weeks, closing July 13, and would be a follow-on to the FCA’s broader push to normalize retail access to crypto within the existing regulatory framework.
Retail exposure: what changes and what stays controlled
Under the FCA’s proposal, UCITS funds and certain non-UCITS funds could carry up to 10% of their assets in crypto exchange-traded notes. The regulator described the cap as a way to impose “conservative restrictions on assets to which a fund can be exposed,” in exchange for allowing these funds to be marketed to retail consumers. In practical terms, managers would need to conduct enhanced due diligence, implement risk controls, and ensure that crypto holdings do not diverge from the fund’s stated strategy.
The FCA was explicit about not endorsing broad, high-concentration crypto bets within retail portfolios. It noted that allowing retail funds to hold significant crypto exposure would not be appropriate given the speculative nature of many crypto assets. To guard investors, funds would also have to prove that crypto holdings are consistent with the fund’s disclosed investment objectives and risk profiles, a safeguard intended to prevent unintended drift from what investors signed up for.
The proposal also targets potential misalignment for funds focused on long-term, tangible assets. The FCA suggested it may bar or restrict crypto exchange-traded notes in funds whose primary objectives revolve around long-term holdings such as real estate or other traditional assets, arguing that crypto exposure may be inconsistent with those funds’ investment aims.
What’s separate from the retail path
A distinction the FCA draws is that unregulated and qualified-investor schemes could pursue more speculative assets without a cap, but those funds cannot be marketed to retail investors. This separation aims to protect ordinary savers while preserving space for sophisticated investors to access riskier opportunities through private channels.
The consultation also reflects a broader UK regulatory trajectory toward crypto. Regulators have been actively mapping a path that lengthens retail access while safeguarding market integrity. The Bank of England and the FCA have been testing rules around stablecoins, crypto custody, and staking, signaling a coordinated approach to crypto policy rather than disparate, one-off moves.
In a related development, the Bank of England signaled it might rethink certain elements of its proposed stablecoin regime after industry feedback highlighted potential frictions around caps and reserve requirements. The regulator’s evolving stance underscores the tension between fostering innovation and enforcing safeguards that would support widespread adoption.
Earlier in the year, the FCA also rolled out rules intended to make tokenized funds easier to deploy on public blockchains and sought early guidance on the requirements governing stablecoins, trading, custody, and staking. These steps form part of a wider attempt to bring crypto activities into the regulated perimeter without stifling innovation.
For market participants, the central question is how these proposals translate into concrete product design and marketing. Fund managers will need to weigh how a 10% crypto sleeve in UCITS fits alongside liquidity, valuation, and risk management practices, while asset owners will consider whether regulated access aligns with their own risk tolerance and diversification goals.
Regulatory backdrop and what to watch next
The FCA’s consultation sits within a broader UK context of crypto policy development. The agency’s approach complements the Bank of England’s ongoing work on stablecoins and related infrastructure. Investors and managers should watch how the five-week consultation evolves, and whether the FCA introduces further conditions around disclosure, stress testing, and risk management that could shape the design of retail crypto products.
While the FCA continues to refine the retail pathway, the overarching regulatory landscape remains dynamic. The UK’s stance on crypto policy continues to evolve, with authorities signaling a preference for guided access rather than a permissive, hands-off regime. This balance will be pivotal for how quickly crypto assets become standard components in mainstream funds.
For market watchers, the next milestones are the consultation’s closing date and the regulator’s subsequent response—followed by potential amendments to fund rules and market conduct standards. The interplay between the FCA’s cap, disclosure requirements, and permitted fund types will likely influence fund launches, product structuring, and how asset managers prepare for retail participation in crypto.
According to the FCA’s CP26-17 consultation paper, the agency is actively seeking input on whether these exposures should be capped and how best to protect consumers while enabling broader access. The documents underpinning the proposal include the quarterly consultation paper and the full CP26-17 PDF, which detail the regulatory rationale and risk considerations. For readers seeking more detail, the FCA’s published materials are available here: CP26-17 quarterly paper and CP26-17 PDF.
As the policy dialogue unfolds, investors should remain mindful of the evolving nature of crypto regulation and the potential for adjustments to the cap, disclosure requirements, or eligible fund categories. The five-week window will decide not just the specifics of the cap, but how aggressively the U.K. intends to integrate crypto products into mainstream retail funds.
Looking ahead, the regulatory conversation around crypto custody, staking, and stablecoins—areas the Bank of England and FCA have been actively addressing—will continue to shape investor confidence and product viability. The balance regulators strike between safeguarding consumers and enabling practical access will be a key driver for retail adoption in the quarters ahead.
What remains uncertain is how fund managers will implement the cap in practice, how risk controls will be validated, and whether product disclosures will evolve to provide clearer expectations for retail investors. Readers should monitor the FCA’s final guidelines and any subsequent policy updates, as the retail crypto access framework could become a defining feature of the U.K. market’s readiness to embrace digital assets at scale.
Crypto World
Bitcoin steady above $63,000, BNB, SOL edge higher
The AI dip-buyers who hammered crypto last week came back overnight, just not for crypto.
MSCI’s Asia Pacific gauge rose 2.5%, South Korea’s Kospi climbed as much as 8% with SK Hynix up 11%, and the Nasdaq 100 added 1.6% as a semiconductor gauge gained more than 5%.
Crypto got none of that action. Bitcoin trades near $63,300, up about 0.8% over 24 hours, and ether near $1,691, up 1.8%, per CoinDesk data. BNB and Solana lead the majors at roughly 2.3%.
Every large token is still deep in the red on the week, with bitcoin off 10.8%, ether down 16%, Solana and Hyperliquid both off about 17%, and dogecoin down 14.7%.
Crypto sold off alongside AI shares last week when the rout was pinned on stretched chip valuations, and that beta has flipped on the way up.
Crypto World
Trump Posted “CEASEFIRE!” Stocks and Oil Reacted, Bitcoin Did Not
Trump’s Iran ceasefire post moved stocks and oil immediately, but Bitcoin has yet to follow. Bitcoin opened and closed the day near $62,800, roughly where it started.
The Dow Jones Industrial Average rose 0.7% on Monday before correcting, and the S&P 500 gained 0.9%. Oil, which had been elevated for weeks on fears of a prolonged Strait of Hormuz closure, calmed.
Trump’s Details of Peace
Trump posted on Truth Social about the prospect of a ceasefire between Iran and Israel. The conflict had escalated earlier after Israel’s strike on Lebanon and Iran’s retaliation.
Both sides confirmed the halt independently. Iran’s Islamic Revolutionary Guard Corps (IRGC) announced a “halt in offensive strikes” and warned that any future Israeli attack would trigger a “much more severe” response.
Israel confirmed it had suspended strikes on Iran. Israel’s statement came after Iran fired missiles toward Israel on Sunday, June 7, the latest exchange before both sides stepped back. Israel confirmed it continues operations against Hezbollah in Lebanon.
Markets are Tied to Ceasefire Signals
Oil embedded a war premium, the extra cost built into prices because of conflict risk, into every inflation reading since May. Traders removed that premium the moment Iran confirmed a halt. Equities followed.
Bitcoin’s relationship with the war has been more complicated: the asset climbed from $65,878 to above $82,000 in May as markets priced it as a store of value against geopolitical risk, then gave back all those gains when the ceasefire broke down.
Trump’s “I call the shots” comments moved Bitcoin 5 per cent just days ago. Monday’s post produced no equivalent move.
Why Bitcoin Has Not Caught Up
When Trump announced the April ceasefire, stocks, oil, and Bitcoin all moved together. That is the benchmark Monday is measured against.
Coinbase analysts have previously warned that ceasefire rallies carry trap risk for Bitcoin: traders celebrated the April ceasefire, then watched it collapse, and Bitcoin gave back the entire move.
The market appears to have learned that lesson. Bitcoin is not pricing a permanent deal until one actually holds.
The post Trump Posted “CEASEFIRE!” Stocks and Oil Reacted, Bitcoin Did Not appeared first on BeInCrypto.
Crypto World
Humanity Protocol token crashes more than 80% after a $32 million private-key hack
Humanity Protocol’s H token crashed more than 80% on Tuesday after attackers stole the private keys behind the project and drained more than $30 million, the latest in a year of crypto thefts that go after keys rather than code.
About 17 wallets tied to the project were emptied, with losses topping $32 million and still climbing, per on-chain data assessed by CoinDesk.
The thief has been selling the stolen H for ether and minted another 100 million H, worth roughly $11 million, on the BNB Chain, blockchain data shows, pointing to more selling pressure ahead.
H fell from about $0.67 to near $0.13 and briefly touched $0.05, an intraday drop of about 90%.
Humanity confirmed the breach, with founder Terence Kwok saying attackers had compromised the private keys, the secret codes that control crypto wallets, of a member of the Humanity Foundation.
The project urged users to stop touching its bridge, the tool that moves tokens between blockchains, and its liquidity pools until the issue is contained, and said it was working with security firms and exchange partners.
Humanity Protocol is a decentralized identity project that uses palm-scan biometrics and zero-knowledge cryptography to let people prove they are human without revealing personal data, positioning itself as a rival to Sam Altman’s Worldcoin.
The hack fits the dominant pattern of 2026, in which the biggest losses have come from stolen keys rather than flawed code. Solana exchange Drift lost about $285 million in April after attackers seized an administrative key, and Kelp DAO lost roughly $292 million the same month through a single-validator bridge.
H last traded around $0.13, down about 82% on the day, with the theft still in progress.
Crypto World
Crypto wallets do not make AI autonomous, IC3 study warns
IC3 researchers published a 155-page survey on June 8 examining how artificial intelligence and crypto can support each other.
Summary
- IC3 says crypto wallets automate AI transactions but do not make agents independent or autonomous.
- Blockchains can preserve content records, yet external tools must still determine whether material is AI-generated.
- Researchers argue decentralization cannot remove training bias, though it may improve transparency and wider governance.
The study says meaningful integration remains early and calls for stronger evidence behind claims that blockchain can make AI agents autonomous, identify generated content, or remove model bias.
The paper does not dismiss crypto. It says zero-knowledge proofs, trusted computing, and blockchains can secure AI systems, preserve records, and support machine payments. Yet the researchers argue that these tools address narrower problems than many industry claims suggest.
Crypto wallets automate AI agents without creating autonomy
“AI systems do not become more intelligent by possessing a wallet,” the authors wrote. A wallet can let an agent trade, pay, and access services without approval for each action. Yet people can still change its rules, shut down servers, or block access to supporting systems.
The researchers also note that centralized financial systems can allow programmable payments. They say blockchain rails may offer neutrality and censorship resistance, but projects must show measurable benefits over centralized alternatives.
“Automation should not be confused with autonomy,” the paper said.
As previously reported by crypto.news, MetaMask launched its early-access Agent Wallet on June 8. It lets AI systems make swaps and other on-chain transactions under user-defined rules.
Moreover, Robinhood also introduced separate agentic trading and card accounts while keeping agents away from users’ main assets. These controls support IC3’s view that humans remain in charge.
Blockchain records cannot prove who created content
IC3 says blockchains can timestamp a file and preserve a claim about its origin. However, a network cannot inspect an off-chain image, video, or text and decide whether a human or model created it. An outside classifier must supply that judgment.
If the classifier is wrong, the blockchain preserves the wrong claim. Provenance tools may document registered files, but most online content is not cryptographically anchored. The researchers therefore say blockchains protect record integrity, not the truth of the initial statement.
Decentralization does not remove AI model bias
The survey also rejects the claim that decentralized training or governance automatically produces fairer AI. Bias often comes from training data, model design, and inference methods. Moving those processes onto a distributed network does not correct them.
Blockchain can still make selected records visible and broaden participation in governance decisions. Yet the paper says benefits for model quality remain unclear and need real case studies. It also warns that storing large datasets, checkpoints, and inference records on-chain creates cost and scale limits.
Recent product launches show why the debate matters. As previously reported by crypto.news, Solana and Google Cloud launched Pay.sh so AI agents can buy API access with stablecoins per request. IC3 sees promise in such uses but asks builders to prove that crypto offers better cost, access, or resilience than existing payment tools across real-world agent services.
Crypto World
Bitcoin can drop to $30,000 but Strategy won’t sell, BTC miner says
Bitcoin can drop down to $30,000 but still won’t impact Strategy’s BTC plans.
That’s from Jiang Zhuoer, chief executive of BTC.TOP, one of China’s largest bitcoin mining pools, who shared on X that Strategy is unlikely to sell much of its bitcoin, pushing back on a week of speculation that the company offloaded coins to meet its obligations.
The talk built after an on-chain analyst estimated that about 45,000 bitcoin, worth roughly $3 billion, left a Fidelity custody wallet between May 28 and June 1, and suggested Strategy had sold the coins gradually at an average near $66,000.
That wallet also holds Fidelity’s bitcoin and ether exchange-traded funds, so tying the outflow to Strategy is an inference rather than a confirmed sale. Jiang, writing on Sunday (in Mandarin), called the speculation overblown.
关于【图1】的FUD,
我相信微策略不会大幅净卖出BTC,
原因见【图2~图4】的群讨论,
同时也讨论了微策略的负债、利息支付、资金等问题 : ) pic.twitter.com/5jQlrLT33N— 江卓尔_莱比特矿池 (@Jiangzhuoer2) June 7, 2026
His case rests on Strategy’s balance sheet. The company’s debt equals only about 5% of its assets, he said, and would climb to just 10% even if bitcoin fell to $30,000 from around $62,900 now. He sees little reason for the company to break the never-sell-bitcoin image that underpins its market story.
Jiang also defended the logic behind STRC, the preferred shares Strategy sells to raise cash, which pay an 11.5% annual dividend in monthly installments.
Selling its oldest and cheapest bitcoin lets Strategy book an accounting profit that can fund those payments, he argued, while money raised from new STRC sales buys fresh bitcoin.
As long as purchases outpace sales, Strategy stays a net buyer. The bigger point, he said, is that STRC holders’ main fear was that Strategy would refuse to sell bitcoin and default on the dividend, so signaling it is willing to sell actually removes that worry.
Others in the discussion were less convinced, arguing that a long bear market would swell Strategy’s interest bill and force larger bitcoin sales no matter what management intends.
Bitcoin traded near $63,400 on Monday, according to CoinDesk data, down nearly 10% in the past week after Strategy reported its first bitcoin sale since 2022.
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