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Latest Crypto News | Bitcoin, Ethereum and Altcoin Updates

Nvidia-Reflection AI Acquisition Talks Remain Unconfirmed

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Nvidia is reportedly in talks to acquire Reflection AI, but the claim comes from a post on X and has not been independently confirmed. Nvidia has not commented. The companies already work together on GPU supply and open-model initiatives, and Nvidia has reportedly invested about $800 million in Reflection. Reflection AI develops open-weight models and released its first model, Beam, on 5 October 2026. Its latest funding round valued the startup at $25 billion before investment, up from $8 billion in earlier rounds. The company is also pursuing major compute and data-centre plans, including a proposed 250 MW facility in South Korea using Nvidia technology. An acquisition could give Nvidia a stronger position in open-weight AI, but it could also put the chipmaker in competition with AI labs that buy its GPUs. The reported Nvidia acquisition talks remain unverified, and any deal would face questions about price, Reflection’s large compute commitments and its early product track record.
Neutral
NvidiaReflection AIAI acquisitionOpen-weight AIGPU

Ethereum Price Tests $2,400 Support After $2,700 Rejection

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Ethereum price has retreated from resistance near $2,700 and is trading around $2,500, putting the $2,400 support zone under pressure. A modest bounce from that level has not yet confirmed a bullish reversal. On the daily chart, ETH remains above its 100-day and 200-day moving averages, but the RSI near 40 signals weakening momentum. A sustained move above $2,700 could reopen a path towards $3,000. A decisive daily close below $2,400 would put the recovery structure at risk and could expose support between $2,000 and $2,200. On the four-hour chart, ETH has rebounded from oversold conditions, though its RSI near 40 remains below the neutral 50 mark. Resistance sits around $2,600–$2,700, while $2,400 is the immediate level traders are watching. On-chain, the Ethereum exchange supply ratio fell from about 0.142 at the start of 2026 to roughly 0.124 in September, then recently turned higher. A continued rise could mean more ETH is available on exchanges, but the metric alone does not show that holders intend to sell. Traders are likely to monitor the $2,400 support, momentum indicators and exchange supply for clues on whether the correction deepens or ETH resumes its recovery.
Bearish
EthereumETH price analysisTechnical analysisExchange supplyCrypto market

TRON Highlights AI Payments and Quantum Readiness

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TRON founder Justin Sun discussed stablecoins, AI-driven payments and quantum-resistant blockchain infrastructure at TOKEN2049 Singapore and Blockworks’ Digital Asset Summit Asia 2026. He said AI agents could become major users of crypto within five years, making blockchain an important settlement layer for autonomous transactions. Sun also highlighted stablecoins and tokenized assets for cross-border payments and access to digital dollars. TRON said it has deployed end-to-end post-quantum signature support on its Nile testnet. The conference appearances did not announce a new product or adoption commitment. TRON reported more than $94 billion in circulating USDT on its network, over 407 million user accounts, more than 15 billion transactions and over $28 billion in total value locked as of October 2026.
Neutral
TRONStablecoinsAI paymentsQuantum-resistant blockchainTOKEN2049

Uniswap v3 and v4 Handle 47.2% of Stablecoin DEX Volume

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Uniswap v3 and v4 processed 47.2% of the $161.4 billion in stablecoin trading on decentralised exchanges over the past 30 days, according to the article. Uniswap v4 handled an estimated $11 billion to $14 billion in stable-to-stable swaps per month, compared with about $1 billion to $2 billion for v3. Stablecoin swaps made up roughly 45% to 53% of v4’s total trading volume. Uniswap v4’s major stablecoin pools offer fees of 0.0005% to 0.0008%, below v3’s lowest 0.01% tier. Lower fees and more efficient routing may help attract large swaps, including arbitrage and treasury rebalancing. For traders, this can mean lower execution costs; for liquidity providers, higher volume must offset thinner fees per trade. Uniswap’s large share of stablecoin DEX volume also means technical or governance disruptions could affect a substantial portion of on-chain dollar trading.
Neutral
UniswapStablecoinsDecentralised exchangesDeFiTrading volume

Papertrade Posts $300B Volume as Losses Hit $18.6M

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Papertrade, a synthetic perpetuals exchange on HyperEVM, drew heavy early activity after opening on 10 October 2026. Before trading began, 11,473 addresses deposited a combined $137 million. Initial snapshots showed $14.4 billion in notional volume within minutes, $3 billion in Bitcoin open interest and about $10.3 million in rewards displayed for PAPER stakers. The exchange offers BTC and ETH perpetual contracts with leverage of up to 1,000x. In its first 24 hours, Papertrade reported more than $300 billion in notional volume, nearly $13.89 billion in liquidations and about $18.6 million in net realized trader losses. Stakers received roughly $12.57 million in rewards, around 69% of those losses, according to The Defiant. About 94% to 95% of the approximately 3.17 billion circulating PAPER tokens were staked. Papertrade’s Martingaler liquidity pool is funded by trader losses. Its reward model gives stakers 1% of realized trading profit and loss, as well as gains above the pool’s $5 million cap. Losing traders receive newly minted PAPER, at a stated rate of 100 tokens per dollar lost, while rewards go to stakers rather than automatically returning to losing traders. The launch figures indicate intense demand, but PAPER rewards depend on continued trading activity and token value. Extreme leverage, large liquidations and token issuance tied to losses pose substantial risks to traders and the sustainability of rewards.
Bearish
PapertradePAPER tokenCrypto derivativesPerpetual futuresLiquidations

Ledger Confirms Unauthorized Hardware Implant in Supply-Chain Attack

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Ledger confirmed that at least one affected customer device contained an unauthorized hardware implant, indicating a supply-chain attack. The company is investigating with relevant authorities and SEAL_911. Hardware wallet reseller CryptoBilis has suspended sales of all hardware wallets. Ledger said there is currently no evidence that its internal security infrastructure, systems or services were compromised. Ledger advised customers who bought devices from CryptoBilis and have not set them up to leave them unused. Those who have completed setup should consider generating a new seed phrase and moving their Bitcoin to a new hardware wallet. Ledger is also developing additional anti-tampering protections. The incident raises concerns about hardware wallet supply-chain security, but the company has not reported a wider breach of its systems.
Bearish
LedgerSupply-chain attackHardware wallet securityBitcoinCrypto security

Yemeni Forces Report Strikes on Houthi Targets

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Yemeni forces say they have struck multiple high-value military targets in areas controlled by the Iran-aligned Houthi movement, as part of the ongoing “Dawn of Yemen” offensive. The strikes follow reported government advances and the recapture of strategically important positions, but independent verification is limited. The developments could put pressure on Houthi defenses and supply routes. Prediction-market odds put the chance of Houthi forces entering Aden at 7% by October 31, 2026, and 25.5% by December 31, 2026. Further battlefield developments, Houthi responses and changes in Saudi-led coalition support remain key factors to watch. The report has no direct connection to cryptocurrency markets.
Neutral
Yemen conflictHouthi movementMilitary strikesGeopolitical riskMarket sentiment

Papertrade.xyz Draws $118M Deposits with 1,000x Leverage

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Papertrade.xyz, a synthetic perpetuals DEX built on Hyperliquid’s HyperEVM, has attracted $118 million in deposits, according to the report. The platform offers leverage of up to 1,000x. As of 11:45 a.m. ET on 10 October, it reported about $11 billion in open positions across 2,349 positions, backed by just $54 million in funds. Papertrade.xyz says it charges no slippage, funding rates, spreads or conventional notional trading fees. Trades are synthetic swaps between users and a shared liquidity pool. Losing traders may receive PAPER tokens, while profitable traders could face delayed withdrawals if the platform lacks sufficient funds. The project was founded by Jez and Blurr, who operate partly anonymously. It also sold 100 pairs of custom paper trousers for $2,000 each; the collection sold out in about 40 minutes, raising $200,000.
Neutral
Papertrade.xyzPerpetual DEXLeverage tradingHyperEVMPAPER token

Crypto Liquidations Top $19B in Record October 10 Rout

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More than $19 billion in crypto positions were liquidated on October 10, making it the largest liquidation day on record, according to a post by Bitcoin News on X. The post also noted that Bitcoin had reached a record high of $126,000 a year earlier, when Standard Chartered forecast that it could rise to $200,000. The report does not specify the causes of the liquidation surge or provide a breakdown by asset. For traders, the record crypto liquidations underscore the risks of leveraged positions and the potential for sharp price moves during market stress.
Bearish
Crypto liquidationsBitcoinLeverageMarket volatility

Bitcoin Depeg Timeline Disputed After Market Drop

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CZ called the allegations against Binance “far-fetched” as the exchange disputed claims linking it to a depeg event. Binance said Bitcoin bottomed at 21:20 UTC and the depeg began at 21:36 UTC, suggesting the Bitcoin decline came first. Ethena and Dragonfly’s Haseeb Qureshi said the timeline did not add up. Star Xu argued that Bitcoin fell first and leveraged trading loops amplified the decline. The differing accounts leave the cause of the Bitcoin depeg disputed, with traders focused on the timing of the price move, market liquidity and leverage-driven liquidations.
Neutral
BitcoinDepegBinanceLeverageMarket volatility

Qualcomm Targets 100B-Parameter On-Device AI by 2028

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Qualcomm CEO Cristiano Amon says AI firms want smartphones to run 100-billion-parameter models continuously by 2028, as demand grows for always-on, agentic AI. The target is ambitious: Qualcomm’s latest Snapdragon platforms support on-device mixture-of-experts models of up to 30 billion parameters. Qualcomm is exploring ways to fit larger models into phones, including loading parameters from flash storage, expanding memory for its AI processor and using low-power architectures. The company says its latest chips can process about 1 million tokens per day, while smaller sensing-hub models handle background tasks. Amon sees the smartphone as the central hub for personal AI. On-device processing could offer greater privacy and lower latency, but higher memory costs and battery-life demands remain obstacles. The 2028 goal reflects what AI companies are requesting, not a confirmed product commitment. OpenAI is also reportedly exploring hardware for similar capabilities.
Neutral
QualcommOn-device AISmartphonesAI chipsOpenAI

Salesforce Renames AIForce Platform to SIForce

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Salesforce CEO Marc Benioff announced on October 10, 2026, that the company’s AIForce agent platform will be renamed SIForce, short for “Super Intelligence.” The change follows a September 29 executive order directing US federal agencies to use “Super Intelligence” instead of “Artificial Intelligence.” The rebrand applies only to the platform, not Salesforce itself, and no related government contract was announced. Salesforce says the platform’s name has changed; the announcement does not indicate a change to its capabilities. The move could align Salesforce’s AI product language with federal policy, but may also prompt questions from customers about tying a commercial product to political messaging. The impact will depend on SIForce adoption and any future contract wins.
Neutral
SalesforceArtificial intelligenceAI agentsUS government policyTechnology sector

Bitcoin Miners Ease Selling as Revenue Rises 78%

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Bitcoin miners are selling less BTC as higher prices improve profitability, according to CryptoQuant’s latest weekly report. Daily miner revenue rose 78%, from about $27 million to $48 million, while Bitcoin’s price climbed from below $58,000 at the start of July to above $83,000 this week. CryptoQuant reported no extreme miner outflow events since August 21. Older miners moved about 600 BTC in September, roughly 70% fewer than in January. Balances among larger modern miners have also stabilized after falling from around 64,000 BTC in December 2025 to 51,000 BTC by early September. The report’s Miner Profit/Loss Sustainability Indicator improved from “extremely underpaid” to “fairly paid” after August 21, reducing miners’ need to sell BTC to cover operating costs. Bitcoin’s hash rate has also recovered from below 900 EH/s in late July to above 960 EH/s. The easing of miner selling pressure could reduce a source of supply in the Bitcoin market and support prices. However, miners have not yet returned to accumulating BTC, so CryptoQuant said a sustained increase in their balances would provide a stronger signal of a shift toward long-term holding.
Bullish
Bitcoin minersBTC selling pressureMiner revenueBitcoin hash rateCrypto market

CFTC Defines Prediction Markets as Swaps, Excludes Gambling

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The US Commodity Futures Trading Commission (CFTC) has issued two measures that could reshape federal oversight of prediction markets. A proposed rule would classify event contracts tied to sports, politics, culture and weather as swaps under the Commodity Exchange Act. A separate interim final rule excludes sportsbook wagers and casino-style games from the swap definition. Both measures have 30-day public comment periods; the exclusion takes effect upon publication in the Federal Register. CFTC Chairman Michael Selig said event contracts fall under the agency’s exclusive jurisdiction, while casino-style gambling products are not derivatives. The measures formalize proposals previously sent to the White House and sharpen a dispute with states, some of which have sued platforms including Kalshi and Polymarket over alleged illegal gambling. The CFTC has countersued to defend its authority. The legal position remains unsettled. Federal appeals courts have reached conflicting conclusions on whether states can enforce gambling laws against prediction markets, and the dispute has drawn Supreme Court attention. The NFL has backed New Jersey’s request for Supreme Court review, saying NFL-related markets accounted for $1.8 billion of $3.3 billion in prediction-market trading on the season’s first Sunday. The CFTC proposal does not resolve the court cases, but the rulemaking and legal decisions could determine the regulatory scope and operating conditions for prediction markets.
Neutral
CFTCPrediction MarketsEvent ContractsCrypto RegulationUS Jurisdiction

Lincoln Electric’s Volume Recovery Supports Its Growth Case

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Lincoln Electric is benefiting from a recovery in factory activity across the Americas and demand for welding automation. The company reported 10.1% organic growth, including a 7.7-point contribution from pricing and 2.4 points from volume. Welding volumes in the Americas rose 7.1%. The investment case rests partly on recurring sales of welding consumables and opportunities to sell automation equipment as manufacturers expand or upgrade production. The article’s 2027 outlook assumes earnings of $13 per share and a 19% margin. Applying a 26-times earnings multiple gives an estimated share value of $338, supporting the author’s buy rating at current prices. Risks include a temporary volume rebound, automation-related margin pressure, and rising working capital without stronger orders. October earnings are identified as an important test of the Lincoln Electric growth thesis.
Neutral
Lincoln ElectricIndustrial manufacturingWelding automationFactory recoveryEarnings outlook

Nadella Urges Companies to Treat AI Models as Insider Risks

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Microsoft CEO Satya Nadella says companies should treat AI models and autonomous agents as potential insider threats, particularly when they can access sensitive data or business systems. He argues that intelligence should be separated from authority: an AI model may recommend actions, but should not act unchecked or verify its own work. His proposed safeguards include independent verification, transparent records of model reasoning and external audits. Nadella has also warned that enterprise AI agents could misrepresent financial data and that company interactions with AI could expose proprietary information. Microsoft’s draft code of conduct for its MAI models stresses human oversight and rejects deceptive AI behavior. For businesses deploying AI models, the key issue is whether these principles become enforceable safeguards. The news has no direct cryptocurrency market catalyst, but AI governance could matter to crypto firms using agents for financial operations or customer data.
Neutral
AI governanceMicrosoftAI agentsEnterprise securityRisk management

Treasury Yields Near 3% Could Pressure Risk Assets

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Johnny Zhang argues that the recent bond selloff may be overdone, particularly at the front end of the US Treasury curve. Markets are pricing in three 25-basis-point Federal Reserve rate hikes by 2027, including one expected in December. However, sticky inflation, stronger nominal growth and the Fed’s hawkish stance are keeping bond investors cautious. The 10-year real Treasury yield is approaching 3%, a level that could weigh on equities and other risk assets. Zhang notes that the 5s30s yield spread is 64 basis points, near its historical average, so long-term yields do not appear unusually stretched relative to short-term yields. He also warns that corporate bonds could lose value in an AI-related or broader economic slowdown, as credit spreads remain near decade lows. For investors willing to hold to maturity, individual Treasuries yielding above 5% may be more appealing than bond ETFs. Zhang says he is not confident the economy can avoid a recession over the next five years.
Bearish
US TreasuriesReal yieldsFederal ReserveRisk assetsBond market

IDHQ Quality ETF Outperforms International Peers

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The Invesco S&P International Developed Quality ETF (IDHQ) is rated a Buy in the article, which highlights its quality-focused approach and strong recent performance. IDHQ returned among the top percentile of funds in 2026, outperformed the MSCI EAFE Index by a wide margin and ranked in the top 9% of peer funds across multiple periods. The ETF holds large-cap developed-market international companies selected for characteristics including low leverage and high return on equity. The article argues that these qualities may offer relative resilience when global interest rates rise. IDHQ also provides broad country and sector diversification, reasonable fees and a five-star Morningstar rating for risk-adjusted returns. Its dividend yield is modest. The author discloses that they may buy IDHQ within 72 hours.
Neutral
IDHQInternational equitiesQuality investingETFInterest rates

Jabil AI Growth Could Drive 49% Share Upside

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Jabil (JBL) is rated a Strong Buy by an analyst who sets a $446 price target, about 49% above the cited share price of $300. The investment case centers on Jabil’s shift toward higher-value engineering and manufacturing, which the analyst expects to lift operating margins and earnings. The analyst forecasts AI-related revenue of $22.1 billion by 2027 and core earnings per share of $21.22 by 2028, alongside a core operating margin of 6.5%. The article also says Jabil trades at a forward non-GAAP PEG ratio of 0.58, a 54% discount to the sector median, which the analyst views as undervaluation relative to its growth prospects. These figures are forecasts and reflect the analyst’s opinion, not guaranteed outcomes.
Neutral
JabilAIElectronics ManufacturingEquitiesEarnings Growth

France Proposes Crypto Tax on Stablecoin Swaps and Exits

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France is considering new crypto tax rules, including an exit tax for taxpayers holding more than €800,000 in crypto assets who move abroad. The proposal would apply to people who were French tax residents for at least six of the previous ten years. Another amendment would treat swaps into MiCA-regulated stablecoins as taxable sales from 1 January 2027, applying France’s existing 31.4% flat tax; non-cash crypto-to-crypto swaps would remain exempt. A separate proposal would let investors carry forward realized crypto losses for up to ten years. The National Assembly’s Finance Committee approved the measures, but they are not law. After lawmakers rejected the budget’s revenue section by 31 votes to 3 on 9 October, supporters must reintroduce the amendments during debate from 13 October; a vote is scheduled for 20 October. If adopted, the proposals could create more taxable events for active traders, but for now they do not change France’s current crypto tax rules.
Neutral
France crypto taxStablecoin taxationCrypto exit taxMiCACrypto capital gains

Bitcoin Insurer Meanwhile Raises $37.5M to Expand BTC Policies

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Bitcoin life insurer Meanwhile has raised $37.5 million in a funding round led by existing investor Bain Capital Crypto, with Haun Ventures, Framework Ventures, Pantera Capital, Apollo, Northwestern Mutual Future Ventures and Morgan Creek Digital also participating. The raise brings Meanwhile’s total funding to more than $180 million. Licensed in Bermuda since 2024, Meanwhile says its balance sheet, reserves and audited financials are entirely denominated in Bitcoin. The company offers BTC Life 1-Pay, a single-premium whole-life policy for high-net-worth customers outside the US, and previously launched BTC 10-Pay for US taxpayers. Policies can be held by individuals, trusts or companies for inheritance and estate planning. BTC Life 1-Pay pays a guaranteed death benefit in Bitcoin, and policyholders can borrow against it after the first year. Meanwhile says it has signed 15 brokers, including in Singapore, Hong Kong, the UAE and Switzerland, and that long-term underwriting income has surpassed last year’s total. The funding and expanding distribution point to growing interest in Bitcoin-based insurance and wealth-planning products, but are not, on their own, a direct signal for Bitcoin’s market price.
Neutral
BitcoinCrypto insuranceVenture fundingBain Capital CryptoBermuda

Byrna Technologies: Better Margins, Falling Demand

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Byrna Technologies (BYRN), a maker of less-lethal personal-defense products, faces a sharp decline in demand despite improved gross margins. In Q3 2026, revenue fell 45.7% year over year, while wholesale sales dropped 61.1%, raising questions about end-user demand. Outsourcing and a tariff refund helped improve gross margins, but BYRN remained loss-making, with negative adjusted EBITDA, mounting inventory and cash-burn concerns. The analysis rates BYRN Hold: its differentiated products and manufacturing gains offer some support, but a recovery in demand remains uncertain and limits the stock’s upside.
Neutral
Byrna TechnologiesLess-lethal defense productsRevenue declineWholesale salesProfitability

CME Group: Strong Growth, but Shares Look Fairly Valued

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CME Group reported solid derivatives-market activity, with third-quarter average daily volume (ADV) rising 16% year over year and international ADV up 22%. Treasury Link and planned central clearing could strengthen CME Group’s position by connecting cash Treasuries, futures and clearing more closely. The company’s proposed compute futures offer potential long-term growth, but the analyst assigns them little value until trading liquidity develops. After CME Group shares rebounded from about $220 in late June to around $280, the analyst views the stock as fairly valued and maintains a Hold stance. The article notes possible business opportunities for CME Group, but does not identify a direct cryptocurrency-market catalyst.
Neutral
CME GroupDerivativesTreasury futuresCentral clearingCompute futures

CFTC Proposes Crypto Rules as CLARITY Act Stalls

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CFTC Chairman Michael S. Selig said he was disappointed after the CLARITY Act stalled in the Senate on a 49-50 procedural vote on September 15, 2026. The bill aims to clarify how crypto oversight is divided between the CFTC and the SEC. On October 5, the CFTC proposed two rules under its existing authority: Regulation CTX for leveraged retail crypto trading, and Regulation CAM to create a federal registration path for crypto trading platforms, including safeguards such as proof-of-reserves. These are proposals, not final rules. Broader CFTC oversight of spot crypto markets would still require congressional approval. The proposals could raise compliance costs for platforms and potentially favor larger operators. For traders, clearer rules may support confidence in leveraged crypto markets, but uncertainty remains while the bill is stalled and the rules are under consideration.
Neutral
CFTCCrypto regulationCLARITY ActLeveraged tradingProof of reserves

US Power Constraints Threaten AI Data Center Growth

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Former Intel chief executive Pat Gelsinger warned that US power supply is becoming a major constraint on AI data center growth. Speaking on an a16z podcast on 9 October, he said national energy capacity had been effectively flat for 15 years, as renewable additions were largely offset by coal plant retirements. Capacity growth has recently reached about 4% a year, but Gelsinger said that may not meet data centers’ needs. New gas turbine deliveries can take around eight years, while the last US nuclear reactor came online about two decades ago. Gelsinger also warned that more data center projects could default if they cannot secure power on schedule. The energy bottleneck could put pressure on hyperscalers and chipmakers whose investment plans assume electricity will be available when new hardware arrives. Traders will be watching grid and permitting reforms, power equipment lead times, and whether operators delay chip purchases until power is secured. US power constraints could therefore slow AI data center growth and affect technology-sector investment expectations.
Neutral
AI data centersUS energyPower infrastructureSemiconductorsTechnology sector

Kyle Samani Says Backpack Is His Biggest Angel Investment

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Multicoin Capital co-founder Kyle Samani says his investment in Backpack is the largest angel investment he has made personally. Backpack announced on 2 September that Samani had joined the board of Backpack US. The company said the appointment reflects a shared view that the future of global finance will combine institutional-grade risk controls with the efficiency and transparency of on-chain markets. The announcement highlights Backpack’s push to connect crypto markets with institutional finance, but no investment amount or token-related details were disclosed.
Neutral
BackpackAngel investmentCrypto exchangeInstitutional financeOn-chain markets

S&P 500 Hits 28 Highs, Double Its Historical Average

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The S&P 500 has recorded 28 new highs so far in 2026, twice the historical average of 14 for a full year. Its latest record came after a 36-trading-day pause, reflecting persistent bullish momentum and investors’ tendency to buy market dips. The S&P 500’s leadership remains concentrated in mega-cap growth stocks, particularly the Magnificent Seven, with Amazon supported by strong cloud results. Defensive sectors and value stocks also outperformed last week, pointing to bargain hunting alongside continued interest in growth and AI-related equities. Despite weakness in semiconductors and a sell-off in South Korea, the article’s author remains constructive on equities and recommends keeping a modest cash reserve for tactical opportunities.
Neutral
S&P 500US equitiesMarket highsMega-cap growthAI stocks

Lumentum Growth Accelerates on Optical Demand and CPO

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Lumentum (LITE) is seeing faster revenue growth and expanding margins, supported by premium products and manufacturing efficiencies. Its Systems business is growing faster than Components, with demand for optical circuit switching solutions, 1.6T transceivers and high-power lasers for co-packaged and near-packaged optics (CPO/NPO) cited as key drivers. Lumentum reported a 50% gross margin at $1 billion in revenue, ahead of its earlier targets. The analyst maintains a Buy rating, pointing to CPO/NPO adoption and a widening optical market as growth catalysts, while warning of a high valuation and customer-concentration risks.
Neutral
LumentumOptical networkingCPO and NPOData centresSemiconductors

AI and Cryptography: Experts Say Risks Remain Unproven

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AI’s progress in mathematics has renewed questions about whether artificial intelligence could break the cryptography used by crypto wallets and other digital services. Stanford and a16z crypto experts said the cited results did not demonstrate weaknesses in cryptographic systems or solve problems that underpin their security. They stressed that cryptography still relies on assumptions about hard mathematical problems, which remain unproven in a formal sense. The experts said AI could also help test cryptographic systems and software for flaws before deployment, potentially speeding up security reviews. They highlighted cryptographic agility—the ability to switch methods if weaknesses emerge—and noted that some internet systems already combine elliptic-curve and lattice-based approaches. Quantum-related preparations offer some overlap, but AI could also scrutinize post-quantum systems. For crypto traders, the discussion signals no confirmed security break or immediate market catalyst. The longer-term takeaway is that AI could increase both scrutiny of crypto security and the tools available to strengthen it.
Neutral
AICryptographyCrypto securityPost-quantum cryptographyCrypto wallets