24H Hot Tokens and Key News | Polymarket to Launch Perpetual Contracts; KelpDAO Attacker Transfers 507,000 ETH to New Address (April 22) | Bee Network
LoginTrending NewsAI AgentsMeme LaunchpadDeSciTopChainExplorerFor Newbee100x CoinsBee GameEssential WebsitesMust-Have APPCrypto CelebritiesDePINRookies EssentialTrap DetectorBasic ToolsAdvanced WebsitesExchangesNFT ToolsWeb3 UniverseGamesDAppBee HiveGrowing PlatformADRecharge CoinsLoginWeb3 UniGamesDAppBee HiveADhomeAnalysisAnalysisWyattTokenmsx.comGMGNPolymarket Teases Launch of Perpetual Contracts FeatureKelpDAO Attacker Transfers 50,700 ETH to New Addresses, Worth Approximately $118 MillioncryptoTrump Announces Extension of Ceasefire with IranMastercard Joins Blockchain Security Standards CouncilNew York Attorney General Sues Coinbase and Gemini, Alleging Prediction Markets Constitute “Illegal Gambling”UK Unveils Regulatory Integration Plan for Stablecoin and Tokenized Deposit Paymentsether.fi: weETH Cross-Chain Bridge Based on LayerZero Now Restored and LiveKALSHI to Launch Perpetual Futures Cryptocurrency TradingAI16Z and ELIZAOS Creators Face Class Action Lawsuit Over False Advertising and Unjust EnrichmentPhilippines SEC Warns Platforms Like dYdX Are Unlicensed, Promoters May Face Criminal LiabilityExchangeSpaceX Announces Right to Acquire AI Programming Startup Cursor for $60 BillionDigital Bank Revolut’s IPO Valuation Could Reach Up to $200 BillionSpark Strategy Lead: Aave Unfreezing WETH Market Will Increase Risk of Ordinary Users Getting TrappedVitalik: Suggests Chinese Builders Combine Hardware Advantages with Open-Source AI to Explore New Cross-Disciplinary VenturesYi Lihua: The Key to the Crypto Industry Lies in Direction, Timing, and Risk ManagementDefiLlama Founder: After Arbitrum Seizes Hacker Funds, Aave’s Bad Debt on That L2 Will Decrease by at Least 80%DWF Labs Partner: No Risk-Free Yield Exists in DeFi, High Yields Are Difficult to Sustain Long-TermTom Lee: Retail Investors Will Return to the Market, Becoming the Main Driver of This RallyRelated: World Models: From Prediction to Planning, HWM and the Challenge of Long-Horizon Control
Introduction However, a model’s ability to predict does not equate to its ability to handle long-horizon tasks. When faced with multi-stage control, systems typically encounter two pressures. One is that prediction errors continuously accumulate during long rollouts (sequential multi-step simulation), causing the entire path to increasingly deviate from the target. The other is that the action search space expands rapidly as the horizon (planning distance) grows, leading to continuously rising planning costs. HWM does not rewrite the underlying learning path of world models; instead, it adds a hierarchical planning structure on top of existing action-conditioned world models, allowing the system to first organize stage paths and then handle local actions. From a technical perspective, V-JEPA 2 (https://ai.meta.com/research/vjepa/) leans more towards world representation and fundamental prediction, HWM leans more towards long-horizon…# Analysis# Airdrop# crypto# defi# ethereum# Exchange# Market# TokenPre
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TACO Failure on the Eve? Trump's Indefinite Ceasefire, Bitcoin Trend AnalysisAirdrop Weekly Report | Ethena S5 Airdrop Launches; Base Chain DEX Avantis Launches Second Round of Airdrops6086cf14eb90bc67ca4fc62bEthereum RWA explosion: regulatory changes and new growth engines6086cf14eb90bc67ca4fc62b2Goldman Sachs Applies for Bitcoin ETF, Wall Street’s Last Bastion Falls6086cf14eb90bc67ca4fc62bIs building your own Layer 2 public chain the ultimate strategy for Ethereum DAT to increase mNAV?6086cf14eb90bc67ca4fc62b1Ray Dalio’s New Article: The World Is Sliding Toward the “Big Cycle” War Phase6086cf14eb90bc67ca4fc62b1This week’s featured interactive projects: Stable launches Galxe missions; Warden Season 2 missions; and Cookie DAO’s LA6086cf14eb90bc67ca4fc62bNo commentsLogin immediatelyDeep Dive: Is SpaceX IPO Worth Investing at $135 Per Share?When Reasoning Becomes a Scarce Resource, Who Captures the ValueThe smarter AI gets, the more expensive real girlfriends becomeAMA Key Takeaways: Everything You Need to Know About Bitget US Stocks 2.0CEX embraces stocks—have altcoins been abandoned?DifyOllamaCrewAIHermes AgentFabric FoundationLetsExchangeMuleRunEtherscanCoinCarpBinanceCoinMarketCapCoinGeckoCoinliveArmorsWhite Paper
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- 1. Hot Tokens on CEXs Top 10 CEX Trading Volume and 24-hour Price Changes: BTC: -0.74% ETH: +0.10% SOL: +0.89% XRP: +0.29% DOGE: -0.35% BNB: +0.18% TRX: +1.25% AAVE: -0.25% ZEC: +0.40% LINK: +0.96...