Uncategorized
Crypto Daybook Americas: SPX’s Cautionary Signal for BTC

By Omkar Godbole (All times ET unless indicated otherwise)
It’s still early in 2025, and already we’re seeing a significant divergence between bitcoin and the S&P 500.
BTC is looking to secure a foothold above $100,000, and its Deribit-listed options are indicating a bullish bias. The same can’t be said of the S&P 500, which has a history of providing risk-on/off cues to risk assets, including BTC.
According to Cboe data, the SPX options skew now reflects greater downside risk than it did a year ago.
The defensive positioning in stocks perhaps stems from concerns that President-elect Donald Trump’s Jan. 20 inauguration could be a «sell-the-news» event. Risk-taking has picked up across financial markets in the past two months in anticipation of pro-corporate and pro-economy reforms under Trump’s presidency, and profit-taking cannot be ruled out.
«Broadly speaking, we see some cracks in the data and think that Trump’s inauguration later this month has a decent chance of being a ‘sell the news’ event after nearly three months of unbridled economic optimism across most sectors,» Bruce J Clark, head of rates America at Informa Connect, said on LinkedIn.
That raises the question: How will BTC react? After all, expectations of regulatory clarity under Trump have already seen the cryptocurrency rally to over $100,000 from $70,000 in just two months. A Jan. 20 broader market sell-off could pull down the dollar index and the bond yields, potentially supporting BTC.
For now, there are several factors supporting BTC. For instance, the $400 billion in liquidity sucked out of the system in the final two weeks of 2024 is likely to return, greasing asset prices, according to the LondonCryptoClub newsletter. Plus, some of the capital flows from China could find a home in cryptocurrencies.
Bitcoin is again trading at a premium on Coinbase, reflecting stronger Stateside demand while miners are expected to cut back on sales.
«The Net Unrealized Profit and Loss (NUPL) for miners remains very positive, hovering around 0.5, suggesting that miners are still in a strong position, with substantial unrealized profits and a preference to hold onto their BTC at this stage,» analysts at Bitfinex told CoinDesk.
In the broader market, some traders are dabbling with December 2025 ETH calls at strikes as high as $11,000. Ether is currently trading below $4,000. Over 70 of the top 100 coins by market value were up on a 24-hour basis at press time. Need more evidence of risk-on?
That said, keep an eye on the bond market rout, which is fast spreading outside the U.S. Early today, the Japanese 10-year bond yield rose to a 13-year high while its 30-year British counterpart was on the verge of hitting the highest since the late 1990s. That can suck the wind out of risk assets. Stay alert!
What to Watch
Crypto
Jan. 7: Dusk (DUSK) mainnet launch.
Jan. 8: Bybit terminates withdrawal and custody services to nationals or residents of the French Territories.
Jan. 8: Xterio (XTER) to create and distribute new tokens in token generation event.
Jan. 9, 1:00 a.m.: Cronos (CRO) zkEVM mainnet upgrades to ZKsync’s latest release.
Jan. 12, 10:30 p.m.: Binance will halt Fantom token (FTM) deposits and withdrawals and delist all FTM trading pairs. FTM tokens will be swapped for S tokens at a 1:1 ratio.
Jan. 15: Derive (DRV) token generation event.
Jan. 15: Mintlayer version 1.0.0 release. The mainnet upgrade introduces atomic swaps, enabling native BTC cross-chain swaps.
Jan. 16, 3:00 a.m.: Trading for the Sonic token (S) is set to start on Binance, featuring pairs like S/USDT, S/BTC, and S/BNB.
Macro
Jan. 7, 8:55 a.m.: U.S. Redbook YoY for the week ended Jan. 4. Prev. 7.1%.
Jan. 7, 10:00 a.m.: The U.S. Bureau of Labor Statistics (BLS) releases November 2024’s Job Openings and Labor Turnover Summary (JOLTS) report.
Job openings Est. 7.65M vs. Prev. 7.744M.
Job quits Prev. 3.326M.
Jan. 8, 8:30 a.m.: Fed Governor Christopher J. Waller is giving a speech, “Economic Outlook,” at the Lectures of the Governor Event, Paris, France. Livestream link.
Jan. 8, 2:00 p.m.: The Fed releases the minutes of the Dec. 17-18 Federal Open Market Committee (FOMC) meeting.
Jan. 9, 8:30 a.m.: The U.S. Department of Labor releases the Unemployment Insurance Weekly Claims Report for the week ended Jan. 4. Initial Jobless Claims Est. 210K vs. Prev. 211K.
Jan. 10, 8:30 a.m.: The U.S. Bureau of Labor Statistics (BLS) releases December 2024’s Employment Situation Summary report.
Nonfarm payrolls Est. 160K vs. Prev. 227K.
Unemployment rate Est. 4.2% vs Prev. 4.2%.
Jan. 10, 10:00 a.m.: The University of Michigan releases January’s Michigan Consumer Sentiment (Preliminary). Est. 74.5 vs. Prev. 74.0.
Token Events
Governance votes & calls
The dYdX DAO voted to wind down its FTM-USD market over the Sonic token migration. Spartan Council is holding a similar vote.
Unlocks
Jan. 7: Ethereum Name Service to unlock 1.46% of its total locked supply, worth $53.5 million.
Jan. 8: Flare to unlock 1.61% of its circulating supply, worth $47.15 million.
Jan. 8: Ethena to unlock 0.42% of its ENA circulating supply, worth $14.7 million.
Jan. 8: Optimism to unlock 0.33% of its OP circulating supply, worth $9.3 million.
Token Listings
Jan. 7: Sonic SVM (SONIC) to be listed on Bitget, KuCoin, and MEXC at 7 a.m.
Jan. 10: Lava Network (LAVA) to be listed on KuCoin and Bybit at 5 a.m.
Jan. 10: Bybit to delist FTM (FTM) at 5 a.m..
Conferences:
Day 2 of 14: Starknet, the Ethereum layer 2 is holding its Winter Hackathon (online).
Jan. 13-24: Swiss WEB3FEST Winter Edition 2025 (Zug, Zurich, St. Moritz, Davos)
Jan. 17: Unchained: Blockchain Business Forum 2025 (Los Angeles)
Jan. 18: BitcoinDay (Naples, Florida)
Jan. 20-24: World Economic Forum Annual Meeting (Davos-Klosters, Switzerland)
Jan. 21: Frankfurt Tokenization Conference 2025
Jan. 25-26: Catstanbul 2025 (Istanbul). The first community conference for Jupiter, a decentralized exchange (DEX) aggregator built on Solana.
Jan 30-31: Plan B Forum (San Salvador, El Salvador)
Feb. 3: Digital Assets Forum (London)
Feb. 18-20: Consensus Hong Kong
Token Talk
By Shaurya Malwa
Ethereum co-founder Vitalik Buterin has offloaded a stash of memecoins sent to him by various communities to fund a charity, on-chain data shows.
In the past two days, Buterin has sold $940,900 worth of lesser-known memecoins for the USDC stablecoin and ether. The NEIRO, ESTEE, MARVIN, EBULL, MSTR, and TERMINUS tokens brought in at least $57,000 worth of USDC, while other tokens were sold for less than $40,000.
Just over $916,000 was whisked away to a multisign wallet, likely tied to the charity Kanro, according to SpotOnChain.
Communities often send tokens to Buterin mainly to gain exposure and leverage his influence in the crypto space.
But Buterin’s known philanthropy also plays a role. Communities send tokens expecting him to donate them, indirectly supporting charity. Back in October, Buterin said he would donate any tokens sent to him to charitable causes, though he added that he didn’t support the act.
“Anything that gets sent to me gets donated to charity too (thanks moodeng!), he said. “The 10B from today is going to anti-airborne-disease tech), though I truly prefer if you guys send to charity directly, maybe even make a DAO and get your community directly engaged in the decisions and process.”
Derivatives Positioning
BTC and ETH basis on the CME are little changed around 10% and 13%, respectively, with open interest ticking up, but staying well short of record highs.
The broader market perpetual funding rates remain in a range near an annualized 10%.
BTC and ETH calls continue to trade pricier than puts, but the largest block trade for the day leaned bearish, involving a long position in the $100,000 put expiring Jan. 31 financed by selling the $90,000 put expiring in June.
Market Movements:
BTC is down 0.23% from 4 p.m. ET Monday to $101,428.11 (24hrs: +2.72%)
ETH is down 0.28% at $3,658.61 (24hrs: +0.62%)
CoinDesk 20 is down 0.34% to 3,726.76 (24hrs: +1.95%)
CESR Composite Ether Staking Rate is up 15 bps to 3.2%
BTC funding rate is at 0.01% (10.95% annualized) on Binance
DXY is down 0.23% at 108.01
Gold is up 0.63% at $2,655/oz
Silver is up 1.58% to $30.82/oz
Nikkei 225 closed +1.97% at 40,083.3
Hang Seng closed -1.22% at 19,447.58
FTSE is down 0.22% at 8,231.7
Euro Stoxx 50 is up 0.45% to 5,009.08
DJIA closed Monday unchanged at 42,706.56
S&P 500 closed +0.55% at 5,975.38
Nasdaq closed +1.24% at 19,864.98
S&P/TSX Composite Index closed -0.29% at 24,999.8
S&P 40 Latin America closed +2.13% at 2,199.88
U.S. 10-year Treasury was up 2 bps at 4.618
E-mini S&P 500 futures are up 0.1% to 6,026.5
E-mini Nasdaq-100 futures are unchanged at 21,761.75
E-mini Dow Jones Industrial Average Index futures are unchanged at 43,011
Bitcoin Stats:
BTC Dominance: 57.55%
Ethereum to bitcoin ratio: 0.036
Hashrate (seven-day moving average): 792 EH/s
Hashprice (spot): $59.4
Total Fees: 6.6 BTC/ $665,000
CME Futures Open Interest:495,641 BTC
BTC priced in gold: 38.5 oz
BTC vs gold market cap: 10.95%
Basket Performance
Technical Analysis
The rally in longer-duration bond yields shows no signs of stopping.
The 30-year Treasury yield has topped the horizontal resistance from the April 2024 high.
Should it hold at that level, the focus will shift to the 2023 high above 5%.
Crypto Equities
MicroStrategy (MSTR): closed on Monday at $379.09 (+11.61%), unchanged in pre-market.
Coinbase Global (COIN): closed at $287.76 (+6.32%), down 0.91% at $285.09 in pre-market.
Galaxy Digital Holdings (GLXY): closed at C$29.83 (+1.32%)
MARA Holdings (MARA): closed at $20.55 (+4.63%), down 1.75% at $20.19 in pre-market.
Riot Platforms (RIOT): closed at $12.89 (+4.46%), down 1.47% at $12.70 in pre-market.
Core Scientific (CORZ): closed at $15.12 (-1.69%), down 0.13% at $15.10 in pre-market.
CleanSpark (CLSK): closed at $11.43 (+5.83%), down 1.14% at $11.3 in pre-market.
CoinShares Valkyrie Bitcoin Miners ETF (WGMI): closed at $26.15 (+1.63%), down 0.96% at $25.90 in pre-market.
Semler Scientific (SMLR): closed at $58.94 (-0.17%), down 1.49% at $58.06 in pre-market.
ETF Flows
Spot BTC ETFs:
Daily net flow: $978.6 million
Cumulative net flows: $36.89 billion
Total BTC holdings ~ 1.134 million.
Spot ETH ETFs
Daily net flow: $128.7 million
Cumulative net flows: $2.77 billion
Total ETH holdings ~ 3.618 million.
Source: Farside Investors
Overnight Flows
Chart of the Day
The chart shows ether’s $4,000 call is now the most popular option on Deribit, with an open interest of $336 million.
Also, note the activity in higher strike calls at $10,000 and $15,000.
While You Were Sleeping
Bitcoin Traders Eye $109K as Trump Anticipation Builds, BTC ETFs Rake in Nearly $1B (CoinDesk): Bitcoin rebounded from December lows after surpassing $102,000, with U.S.-listed spot BTC ETFs attracting nearly $1 billion in inflows on Monday.
FTX EU Sold to Backpack Exchange, Plans Regulated Crypto Derivatives Push Across Europe (CoinDesk): Backpack Exchange announced the $32.7 million acquisition of FTX E.U., aiming to become the first regulated exchange in the E.U. to offer perpetual crypto futures.
Dollar Edges Toward One-Week Low as Market Ponders Trump Tariffs (Reuters): The U.S. dollar index (DXY) eased toward a one-week low amid speculation President-elect Donald Trump’s tariffs may be less aggressive than promised, despite his denials.
Canada Tilts Right as Inflation Claims Trudeau as Latest Victim (Bloomberg): Justin Trudeau resigned as Canada’s prime minister as inflation, poor economic growth, housing unaffordability and controversial immigration policies eroded public confidence, boosting Conservative prospects of winning the next federal election.
Bitcoin Miners Stockpile Coins to Ride Out Profit Squeeze (Financial Times): Some U.S. bitcoin miners, including MARA and Riot, are retaining all mined bitcoin for their treasury and using raised funds and profits to buy more while diversifying into AI-driven operations to offset rising costs and competition.
This Crypto Fund Blew Past Bitcoin’s 121% Price Gain in 2024 (CoinDesk): Pythagoras’ Alpha Long Biased Strategy outperformed bitcoin’s 121% gain in 2024 by combining a core bitcoin position for long-term growth with machine-learning-driven momentum and long-short strategies, achieving a 204% return.
In the Ether
Uncategorized
The Protocol: Self-spreading Malware Found in Privacy Crypto Dero

Welcome to The Protocol, CoinDesk’s weekly wrap-up of the most important stories in cryptocurrency tech development. I’m Margaux Nijkerk, the Ethereum protocol reporter on CoinDesk’s Tech team.
In this issue:
- The Solana Network Is Now Live on MetaMask
- Privacy Crypto Dero Targeted With New Self-Spreading Malware
- FIFA Teams Up With Avalanche to Build Its Own Blockchain, Expanding Web3 Ambition
- Square Pilots Real-Time Bitcoin Payments in Vegas, Plans Full Availability to Customers in 2026
Network News
SOLANA NOW ON METAMASK: MetaMask announced on Tuesday that its Solana integration was live, meaning that users can now transact on the second-largest smart-contract platform and interact with Solana-based applications through the wallet. The integration is currently only on desktop, but is slated to launch on the MetaMask mobile app in the coming weeks, the company said. MetaMask is the Ethereum network’s most popular browser wallet, with over 100 million annual users. — Tom Carreras Read more.
SELF-SPREADING MALWARE FOUND IN PRIVACY CRYPTO DERO: A newly discovered Linux malware campaign is compromising unsecured Docker infrastructure worldwide, turning exposed servers into part of a decentralized cryptojacking network that mines the privacy coin Dero. According to a report by cybersecurity firm Kaspersky, the attack begins by exploiting publicly exposed Docker APIs. In software terms, a docker is a set of applications or platform tools that delivers software in small packages called containers. Once access is gained, the malware spawns malicious containers. It infects already-running ones, siphoning system resources to mine Dero and scan for additional targets without requiring a central command server. As of early May, over 520 Docker APIs were publicly exposed over port 2375 worldwide — each one a potential target. — Shaurya Malwa Read more.
FIFA TAPS AVALANCHE FOR OWN BLOCKCHAIN: FIFA, football’s global governing body, plans to use Avalanche’s network to power its own dedicated layer-1 blockchain. The FIFA Blockchain is an Avalanche L1, a customizable blockchain that uses Avalanche’s technology (previously known as a subnet). The news comes as the Avalanche network recently went through its major Avalanche9000 upgrade, aimed at attracting new developers and encouraging them to create customized L1s. Thursday’s announcement is not FIFA’s first foray into the world of blockchain and crypto. In 2022, the football body released a non-fungible token (NFT) collection on the Algorand blockchain ahead of the Qatar World Cup. — Margaux Nijkerk Read more.
SQUARE PILOTS BITCOIN PAYMENTS: Jack Dorsey’s Square took bitcoin payments a step further at the Bitcoin 2025 conference in Las Vegas this week. For three days, the company is piloting a program where attendees can make purchases with their bitcoin by scanning a barcode. Payments are then settled in near real-time via the Lighting Network while Square handles real-time exchange rate calculations and confirmation notifications, according to a press release. Square hopes to make the feature available to a broader audience later this year and to all customers by 2026, pending regulatory approval. — Helene Braun Read more.
In Other News
- Bitcoin’s upward trend continued to show signs of weakness early Wednesday, even as Wall Street tech stocks surged overnight in anticipation of upbeat earnings from AI giant Nvidia (NVDA). The leading cryptocurrency by market value traded near $108,900 at press time, teasing a downside break of a trendline characterizing the uptrend from early April lows, according to data source Coingecko. Bullish trendlines indicate areas of strong demand, thus a move below one is generally seen as a sign of a potential reversal and a possible start of a downward move. — Omkar Godbole Read more.
- The U.S. Securities and Exchange Commission (SEC) has formally initiated a review of the WisdomTree XRP Trust, a proposed spot exchange-traded fund (ETF) that would provide investors with exposure to XRP. Filed by the Cboe BZX Exchange, the application marks the first formal SEC review of a U.S.-based spot XRP ETF. If approved, it would be the first spot XRP ETF in the U.S. — a milestone that could open the door for similar products across other crypto assets. — Shaurya Malwa Read more.
Regulatory and Policy
- The U.S. Senate appears closer to passing its landmark stablecoin bill, the GENIUS Act, following a battle that Senator Cynthia Lummis (R-Wyo.), the bill’s main legislative champion, called incredibly hard-fought. “It has been extremely difficult,” Lummis said during a fireside chat with Coinbase’s Chief Legal Officer Paul Grewal at Bitcoin 2025 in Las Vegas on Tuesday. “I had no idea how hard this was going to be.” Last week, the Senate voted to advance the bill, easily clearing the 60-vote threshold required to kick the bill to its last discussion phase before the final vote to pass it out of the body entirely. An earlier attempt failed on a bipartisan basis after Senate Democrats, led by long-time crypto sceptic Elizabeth Warren (D-Mass.), as well as several Republicans, including Missouri’s Josh Hawley and Kentucky’s Rand Paul, voted against cloture. — Cheyenne Ligon Read more.
- A man suspected of helping kidnap and torture an Italian cryptocurrency investor in a Manhattan townhouse has surrendered to New York City police. William Duplessie turned himself in Tuesday after what officials described as days of negotiations with authorities, the New York Times reports. He is the third suspect in an alleged plot to extract the keys to a bitcoin wallet belonging to Michael Valentino Teofrasto Carturan, a crypto fund associate who said he was held captive and abused for nearly three weeks. — Francisco Rodrigues Read more.
Calendar
- May 27-29: Bitcoin 2025, Las Vegas
- May 27-29: ETHPrague, Prague
- June 8-22: Berlin Blockchain Week, Berlin
- June 24-26: Permissionless, Brooklyn
- June 30-July 3: EthCC, Cannes
- July 16-18: Web3 Summit, Berlin
- Sept. 22-28: Korea Blockchain Week, Seoul
- Oct. 1-2: Token2049, Singapore
- Nov. 17-22: Devconnect, Buenos Aires
- Dec. 11-13: Solana Breakpoint, Abu Dhabi
- Feb. 10-12, 2026: Consensus, Hong Kong
- May 5-7, 2026: Consensus, Miami
Uncategorized
From Steam Engines to Ethereum Staking: How Insurance Enables Innovation

The crypto industry is on the precipice of mainstream adoption. But, like many exciting innovations from previous eras, this technology brings new risks. And these new risks must be mitigated before crypto can achieve its full potential.
During the Industrial Revolution, steam power drove immense progress but carried deadly risks. Steam boilers exploded with alarming regularity — at one point nearly once every four days, wreaking havoc on lives and property. Early insurers stepped in to make this technology safer to scale. By providing financial guarantees against catastrophe, insurance turned what many saw as “acts of God” into manageable risks. Investors’ increased confidence allowed them to commit capital into steam-powered ventures, helping that breakthrough technology of the time further evolve to transform society.
Today, Ethereum validators serve as new “steam engines” — critical infrastructure that can drive evolution, but are subject to inherent risks. In proof-of-stake, validators lock up and pledge their $ETH tokens to run and secure the network, but any misstep can trigger a slashing incident (forfeiting some staked funds). These events are rare, but their mere possibility has been a major concern for institutional participants.
Until recently, insurance for stakers only covered slashing incidents — a safety net like boiler explosion coverage, tackling the worst-case scenario to encourage wider participation. Now, insurance is helping the crypto industry evolve more fully; this month, crypto insurer IMA Financial and Chainproof launched a policy that not only covers slashing losses but also guarantees a minimum annual yield for Ethereum stakers. The return is pegged to CESR(R), the Composite Ether Staking Rate, the average staking yield network-wide. By insuring yields, this coverage brings a new level of security to their staking returns.
A new frontier for crypto finance
Insuring validator yields opens the door to financial products once thought too risky. With a reliable floor on returns, we could soon see total-return staked ether ETFs and other structured products built on staking income. As staking moves into ETFs and institutional portfolios, insured yields will be imperative.
Just as boiler insurance unlocked investment opportunities in railroads and factories, this new crypto insurance can unlock institutional capital for blockchain networks. By making cutting-edge ventures safer for investors, insurance supports the responsible deployment of capital at the edge of innovation — powering the next wave of growth with clarity and conviction.
Uncategorized
From Hype to Reality: 2025’s Emerging Innovations in DePIN and AI

DePIN: decentralized physical infrastructure networks
While DePIN projects, in theory, attempt to provide real utility to crypto, there are few that truly solve real-life problems, have a sensible business model capable of disrupting existing companies and cannot be easily spoofed. Most are simply solutions in search of a problem. One notable exception is a flight-tracking network called Wingbits. Why? Because it addresses a Web2 problem by solving it with Web3 incentives. For anyone who has ever tracked a flight such as BA117 from London to New York, you may have used websites like FlightAware or Flightradar.
Figure 1: Wingbits flight tracking map
Source: Wingbits — Transforming Flight Tracking.
Flight-tracking companies generate millions in revenue by selling flight data to aviation companies and to buyers like financial analysts who monitor private jet movements for mergers and acquisitions. These companies also earn revenue from ads and subscriptions on their platforms. However, their capital expenditure does not include significant infrastructure and hardware expenses. This is because the aviation surveillance technology, called ADS-B receivers, is a hardware which requires antennas and Raspberry Pis, purchased and configured by aviation enthusiasts. These enthusiasts expect little in return, often receiving just a free subscription to their favourite flight-tracking platform.
The main problem is that enthusiasts are not incentivized to maximize the quality of data for these networks. Without marginal incentives, ADS-B receivers are often poorly placed — for instance, in lounge room corners or oversupplied in densely populated urban areas, leading to weak coverage in rural regions.
Figure 2: (LHS) Traditional ADS-B receiver, (RHS) Wingbits miner
Source: Wingbits — Transforming Flight Tracking.
Wingbits is revolutionizing flight tracking by incentivizing enthusiasts to set up stations strategically, based on altitude, while utilizing a system similar to Uber’s hexagonal hierarchical spatial index. This approach ensures optimized coverage, higher-quality data and most importantly, fair rewards for contributors to the network. They achieved coverage of 75% of the largest networks with only 1/11th the number of Wingbits stations. This high level of efficiency, combined with an expected rollout of 4,000+ stations, is anticipated to surpass traditional flight-tracking networks by a significant margin, delivering better-quality data to end customers.
The next family dinner conversation explaining this concept will come easily as we can now point to a real-world use case, driven by crypto incentives, that everyday people can understand.
Crypto x AI
Similar to market cycles, the demand for compute experiences peaks and troughs. GPUs can be expensive, and supply constraints make them even more so. Unlocking idle compute on consumer devices is not a new concept, but solving the synchronization challenge across multiple devices is. Exo Labs is a pioneering project achieving breakthroughs in edge computing, enabling users to run models on everyday consumer-grade devices, such as household MacBooks. This means sensitive data remains under your control, reducing risks associated with cloud-based storage or processing.
Figure 3: A 9-layer model is divided into 3 shards, each running on a separate device
Source: Transparent Benchmarks — 12 Days of EXO, EXO Labs.
Exo Labs has developed a novel software infrastructure called pipeline parallel inference, which enables a large language model (LLM) to be split into “shards,” allowing different devices to run separate parts of the model while remaining connected over the same network. This approach offers various advantages such as reduced latency, enhanced security, cost efficiency and most importantly, privacy benefits.
Exploring privacy further reveals Bagel AI, a project that has developed ZKLoRA (Zero-Knowledge Low-Rank Adaptation), a privacy-preserving approach to fine-tuning LLMs. This innovation enables the creation of specialized models for industries like legal services, healthcare and finance, allowing sensitive data to be used for reinforcement learning without risking confidential information leaks.
While privacy preservation is a hot topic, a bigger challenge for most LLMs is the hallucination problem, a response generated by AI that contains false or misleading information presented as fact. A portfolio manager once told me, “Wisdom lies in synthesizing competing viewpoints to uncover the nuanced truth between two extremes.” Blocksense is a project that has developed a proprietary approach called zkSchellingCoin consensus. This method aims to overlay subjective truths from multiple sources – say, different LLMs – to arrive at a single, common truth. For example, imagine running the same query across ChatGPT, Claude, Grok and Llama. If one model provides an incorrect output, it is statistically unlikely that all four models will generate the same false result when compared against each other.
Figure 4: Overview of the zkSchellingCoin Consensus
Source: Blocksense Network — The zk Rollup for Programmable Oracles.
The zkSchellingCoin consensus could also be applied to adding verifiability to AI inference. For instance, how can we confirm that an AI agent correctly bridged USDC into the highest-yielding vault at the time of execution? Trust in AI would be significantly strengthened with an additional verification layer. If we can solve this without compromising cost or latency, it could lead to a major breakthrough in real-world use cases.
The journey from hype to reality in DePIN and AI shows that genuine innovation lies in solving real-world problems with practical and efficient solutions. Projects like Wingbits and Exo Labs prove how blockchain and AI can create meaningful impact — whether by revolutionizing flight tracking with strategic incentives or unlocking the power of consumer devices for secure and cost-effective computing. With advancements like ZKLoRA for privacy-preserving AI and zkSchellingCoin for verifiable truth, these emerging technologies are poised to address critical challenges, paving the way for a more decentralized, efficient and trust-verified future.
-
Fashion7 месяцев ago
These \’90s fashion trends are making a comeback in 2017
-
Entertainment7 месяцев ago
The final 6 \’Game of Thrones\’ episodes might feel like a full season
-
Fashion7 месяцев ago
According to Dior Couture, this taboo fashion accessory is back
-
Entertainment7 месяцев ago
The old and New Edition cast comes together to perform
-
Business7 месяцев ago
Uber and Lyft are finally available in all of New York State
-
Sports7 месяцев ago
Phillies\’ Aaron Altherr makes mind-boggling barehanded play
-
Entertainment7 месяцев ago
\’Better Call Saul\’ has been renewed for a fourth season
-
Sports7 месяцев ago
Steph Curry finally got the contract he deserves from the Warriors