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Mamba3 亮相：一個模型尺寸縮小 2 倍的新狀態空間模型前沿
資訊重點介紹了新的狀態空間模型 Mamba3，它實現了性能前沿，同時模型尺寸比前代縮小了 2 倍。

PAN生態上線動作這一步走完，接下來最該看哪一環 @pan_ecosystem
1. PAN Network發佈OpenClaw開源技能，支持龍蝦AI代理直接操作BNB Chain，實現查詢餘額和轉帳功能。
2. 即將在OpenClaw內上線開啟PANdora盲盒功能，全部操作通過自然語言觸發，每筆交易均為鏈上交易。
3. 項目將AI代理定位為鏈上經濟的直接參與者，是A2A（代理對代理）經濟模式的具體落地案例。
4. PAN Network作為AI代理支付基礎設施，專注於構建自主AI代理經濟體的鏈上支付協議。
真要順手做：將官方GitHub倉庫（bnb-skills）提供的技能添加到龍蝦（AI代理）對話框中即可使用現有功能。

Ondo Finance合作动作从被提到被研究，中间那道信号已经出来了 @ondofinance
1. Ondo Finance一次性新增60支代币化股票，涵蓋能源、大宗商品及加密相關板塊，資產規模擴展速度行業領先。
2. 平台直接對接傳統市場真實流動性，而非依賴鏈上模擬池，確保大規模資產擴展的穩定與高效。
3. 符合條件的非美國用戶（尤其亞洲地區）可7×24小時在鏈上交易這些資產，突破地域與交易時間限制。
4. Ondo在代幣化股票賽道市場佔有率已過半，其模式被BlackRock公開稱為行業「黃金標準」。

Tempo mainnet launch suddenly accelerated, where exactly is the rhythm hitting @tempo
1. Tempo mainnet has officially launched, users can now conduct their first on-chain transactions, marking the project entering a new stage.
2. Tempo is supported by collaboration between Paradigm and Stripe, and has completed $500 million in financing with strong backing.
3. The project is currently at an extremely early stage, with few applications launched in the ecosystem, presenting early participation opportunities.
4. The cross-chain protocol Across supports fast, low-cost asset cross-chain transfers t

perlelabs測試網動作真正難的不是起勢，而是後面能不能接住 @perlelabs
1. Coinbase宣布將上線Perle Labs代幣$PRL，項目作為AI底層數據基礎設施獲主流交易所認可。
2. 項目切入AI領域最底層的數據標註環節，旨在解決AI用AI生成數據訓練導致的「模型坍塌」問題。
3. Perle Labs提供可驗證、可追溯、可審計的AI訓練數據，所有數據由真人專家審核標註，而非機器。
4. 項目已獲得1750萬美元融資，投資方包括Framework Ventures、CoinFund等頂級機構。
如果現在就想參與：空投查詢與註冊：符合資格的用戶可訪問 查詢空投並註冊。

xPoints上線：了解Byreal在積分計劃中的核心角色…
- xStocks積分計劃xPoints正式上線，提供早期參與紅利，用戶可通過多種方式累積積分。
- Byreal作為官方支持池，提供流動性是獲取最高xPoints倍率的關鍵途徑，資本效率高。
- 用戶可通過Byreal的CLI技能進行命令行交互操作，適合有技術背景的玩家提升參與深度。
能立刻看的入口：在Byreal提供流動性（LP），以獲取最高xPoints權重和交易手續費收益。 / 通過Byreal或Bybi進行換幣，快速上車參與積分計劃。

No $WC team reserve — can the franchise system really forge a new path?
- Thousands Protocol ($WC) will officially launch on Arbitrum and begin public trading on March 26, with the project led by Paradigm and raising $55 million.
- The project adopts a 100% community distribution model with a total supply of 88,888,888 tokens, featuring no team, VC, pre-mining, or private sale allocations, along with a deflationary mechanism with automatic weekly burns.
- The core mechanism is the Franchise system, which allows users' content, communities, or assets to directly generate USDC cash flows.
If you

解讀RISE的流動性設計：為何說它的地板價有真實支撐？
- RISE協議採用協議自有流動性機制，流動性由協議自身控制，外部LP無法隨意撤資，從根本上杜絕rug pull風險。
- 通過流動性再分配機制，每筆交易和借貸都會將價值沉澱到資金池，持續增強底部流動性，使地板價由機制支撐而非情緒炒作。
- 提供0利息且無清算風險的代幣借貸功能，使用者可用代幣借款避免爆倉，項目方無需因缺錢而拋售代幣，將代幣轉化為實用金融工具。

Want to get the highest tier points? Providing liquidity is the key.
- xStocks officially launches the xPoints scoring system, allowing users to earn points through three methods: holding, lending, and providing liquidity, with weights increasing progressively.
- The points system is widely interpreted by the market as a potential credential for future airdrops, attracting users to deeply participate in the ecosystem to accumulate early benefits.
- Providing liquidity (LP) is the key to obtaining the highest tier points. Byreal, as one of the first supported on-chain protocols, has become the

在Byreal做LP，如何同时赚手续费和最高档积分？
- xStocks正式上线xPoints积分体系，通过持有、借贷和提供流动性三种方式获取积分，权重依次递增。
- 提供流动性（LP）是获取最高档位积分的关键，首批支持的协议包括Byreal、Orca和Raydium，其中Byreal是首批接入的链上协议。
- 在Byreal上为xStocks（如Qx、NVDAx、TSLAx等13种资产）提供LP，可同时赚取交易手续费和最高档位的xPoints积分加成。
如果想跟：持有xStocks：买入并持有，持仓数量越多、时间越长，获得的基础积分越多。 / 借贷xStocks：将资产存入Kamino等借贷池，根据借贷规模获取进阶积分。

OpenAI @OpenAI officially released GPT5.4 mini model, now integrated into ChatGPT, Codex and API
OpenAI @OpenAI's latest GPT5.4 mini model has been launched on ChatGPT, Codex and API. The model is optimized for efficiency, aimed at providing developers and users with a lighter and faster inference experience, further enriching its product matrix.

March 18 24H AI News Digest
1. Anthropic @AnthropicAI's comprehensive shift to Claude MAX subscription has triggered chain reactions, causing multiple Agent service API failures and raising user concerns about service stability.
2. OpenAI @OpenAI officially launches GPT5.4 mini model, now integrated into ChatGPT, Codex, and API, focusing on lightweight and fast inference to optimize developer experience.
3. Open-source tool Jellyfish released, enabling one-click conversion of scripts to storyboards while maintaining character and scene consistency, aiming to significantly lower the barriers to

March 18 Highlights 8 @perlelabs
I. Highlights
1. PerleLabs' $PRL token has been officially added to Coinbase's listing roadmap, marking important recognition from a mainstream trading platform.
2. The project has completed its first quarter snapshot, potentially laying the foundation for subsequent token distribution or airdrop activities.
3. The project is positioned as a human-verified embodied intelligent AI data network and has secured $17.5 million in funding led by CoinFund and Framework Ventures.
4. The $PRL token has a total supply of 1 billion, with its smart contract already deplo

March 18 Hot Topics 6 @termmaxfi
1. Hot Topics
1、TermMaxFi project will launch TMX token pre-auction and Pre-TGE activities on Aspecta BuildKey at 17:00 Beijing time on March 18, marking the countdown phase to TGE.
2、The project provides a revenue strategy independent of price appreciation in bear markets or sideways consolidation, generating returns by utilizing time value or volatility premium, solving the pain point of idle spot funds.
3、The project has secured $6 million in financing and is advancing TGE as planned despite unfavorable market conditions, demonstrating strong execution capab

March 18 Hot Topics 3 @opensea
1. Hot Points
1. OpenSea announced further postponement of platform token issuance with no specific timeline, but committed to compensating users including refunding transaction fees and providing 60 days of zero-fee trading.
2. Founders stated that token issuance has only one opportunity and needs to wait for better conditions. The market speculates it may be waiting for OS2 perpetual futures and AI tools to launch to attract liquidity.
3. Some views suggest OpenSea has missed the optimal timing for token launch. If issued early, market valuation could have reac