$20.9 billion in cybercrime losses in 2025. up to $17 billion of it funneled through crypto. AI-powered scams were 4.5x more profitable than the ones without it. the average scam payment more than tripled in a single year. @Ask_ORO CEO Varun Choudhary AKA @DefAi_sage spoke to coindesk about this exact problem, and his answer was not “get better at spotting fakes.” it was structural. his point: AI has not invented new fraud. it made old fraud cheaper to run at scale. the fix is not a sharper eye. it is disciplined financial control dual authorization, out-of-band verification, independent reconciliation, and moving away from legacy wallets toward programmable smart accounts that enforce security guardrails automatically, at the account level. his warning on AI agents specifically stuck with me: giving an AI agent direct, unmitigated wallet permission turns the agent itself into an attack surface. real-time security in this environment has to be predictive, not reactive warnings before signing, continuous monitoring, blocking risky approvals before funds move. this is precisely why ORO’s Shield Engine simulates every transaction before it ever touches your wallet. non-custodial. you sign everything yourself. the layer that keeps you safe is built in from the start, not bolted on after something goes wrong. the industry is racing to make AI move faster. ORO’s CEO went on record saying the priority should be making it move safer. http://app.askoro.ai @Ask_ORO | @ZIGChain Read full blog here: https://coindesk.com/coindesk-indices/2026/07/16/crypto-for-advisors-strengthening-defenses-against-ai-fraud
每一位認真對待的加密交易者都會把一個問題當作常態所接受:你在一個平臺上做研究,在另一個平臺上執行;在這之間,市場已經在移動了。你原本關注的價格不再是你正在實際執行時所對應的價格。你在二十分鐘分析中建立起來的洞察,等到你的交易確認時早已略顯滯後。 這並不是一個小小的低效問題——而是大多數人和市場交互方式中的結構性缺陷。它被當作“做生意的成本”太久了,以至於大多數人不再質疑它。 ORO 和 Spectre AI 正在爲這個問題構建答案。Spectre AI 是一個面向加密貨幣、股票、代幣化資產以及以宏觀爲支撐的 AI 原生市場情報平臺,並由 Google Startups 提供支持。它不僅僅是把數據呈現出來——它還能“通過”數據行動:在不同資產類別中識別出人類分析師需要花費數小時才能手工彙總出來的模式與信號。 ORO 將意圖轉化爲鏈上執行。你說出你想做什麼,ROO 會在每個受支持的鏈與協議上進行路由、優化並執行;無需切換標籤頁,無需手動路由,無需執行延遲。 兩者的協同意味着 $SPECTRE 持有者將獲得一個專屬的 ORO 分析頁面,能夠直接進入 Spectre 應用。情報與執行在同一個地方完成。你分析一個倉位,你立刻對它採取行動——這兩者之間的時間窗口幾乎可以忽略不計。 這纔是市場基礎設施應該呈現的樣子:信號與行動在同一環境中連接在一起,而不是一個標籤頁裏研究、另一個標籤頁裏用 DEX。 最好的決策值得最快的執行。這個差距正在消失。 http://app.askoro.ai $ORO | @Ask_ORO on X(formerly twitter) | @Spectre__Ai | @ZIGChain $ZIG
我剛在 Medium 和 Binance Square 上發布了一篇新文章。DeFi AI 的競賽比以往更吵雜,但大多數正在被建構的東西在結構上幾乎一樣。同一個模型、換個標誌,沒有護城河。我把為什麼這件事會很重要,以及為什麼 @Ask_ORO 是真正的 AI 產品長什麼樣的最清楚例子,詳細拆解了:它是在不斷複利成長,而不是只是包裝。若你一直在關注 ORO 的發展路徑——整合、領域訓練、工程升級,以及 TGE 路線圖——這篇文章會把所有內容串成一個完整的論點。請在 Medium 這裡閱讀: https://medium.com/@Cryptobells/the-defi-ai-race-has-a-wrapper-problem-oro-is-not-part-of-it-ebb20062434a?postPublishedType=initial 另外也同步在 Binance Square 上;如果你正在使用該平台,給我一個追蹤會很有幫助,因為我剛開始在那裡起步不久: https://app.binance.com/uni-qr/cart/338621465830482?r=IZ96DZJW&l=en-AF&uco=8l53H7_MbvhPF7XVog_60g&uc=app_square_share_link&us=copylink