#Dev也是一個關鍵字標籤

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11/6(五)

  • 南華早報

    Tashima aims to ‘uphold integrity’ in run against Infantino…

    Kozo Tashima first started playing football after watching the 1964 Tokyo Olympics, and since then he has dedicated his life to developing the sport’s growth in Japan. The 68-year-old is set to become the first person from Japan to run for the Fifa presidency after announcing he would stand against Gianni Infantino in football’s governing body’s election in March. Tashima has served as a football player, coach and bureaucrat and has a reputation for being a safe pair of hands. He rarely makes...

    #Fifa#Donald Trump

  • 商傳媒

    Google Cloud BigQuery 整合 AI.AGG 實現語意數據聚合深化洞察

    圖/本報資料庫商傳媒|何映辰/台北報導Google Cloud 近日為其雲端資料倉儲服務 BigQuery 推出一項名為 AI.AGG 的新功能,旨在協助資料工程師與 AI 開發者,利用大型語言模型(LLM)的力量,直接在資料庫中進行語意數據聚合。這項工具大幅簡化了從海量非結構化資料中提煉有意義摘要與洞察的複雜性。 AI.AGG 是一個 BigQuery 內建的聚合函式,它利用 Google 的 Gemini 模型,在 BigQuery 環境中直接處理複雜的非結構化數據聚合任務。「語意數據聚合」指的是根據資料的含義和上下文進行匯總,而非僅僅是數值或關鍵字的匹配,這對於理解複雜文本和多模態內容至關重要。 AI.AGG 的運作方式是將複雜的資料處理流程抽象化。它會自動將輸入資料進行分塊(chunking),並動態分組為符合 Gemini 模型 Token 限制的批次。接著,它會將自然語言 SQL 提示平行應用於每個批次,透過 Vertex AI 生成中間語意摘要。這些中間結果會被遞歸合成,直到針對每個 SQL GROUP BY 子句產生單一的最終聚合字串。 這項功能的一大特色是全程依賴完整的 LLM 進行處理,而非僅限於單行級別的函式,例如 AI.CLASSIFY。AI.AGG 原生支援文字及多模態輸入,能利用 BigQuery 物件表格(Object Tables)及 OBJ.GET_ACCESS_URL 函式,直接從 Google雲端儲存(Cloud Storage)聚合視覺洞察,無需資料搬移或轉碼。 AI.AGG 的分析能力在結合標準 SQL GROUP BY 操作時尤其顯著。例如,DevOps 團隊可以將數百萬筆系統日誌依元件分組,生成人類可讀的診斷摘要,以識別細微的效能降級。此外,它也能用於處理舊有的客服票證文字,自動歸納出明確的類別清單,並輸出為 JSON 陣列,進而在 SQL 中協調自主資料標記流程。 為優化使用體驗,Google 建議在 AI.AGG 工作流程中,利用 BigQuery 對 Gemini 上下文快取(Context Caching)的支援,尤其對於龐大且靜態的資料集,有助於降低輸入 Token 成本與執行延遲。在安全性方面,AI.AGG 運行於 BigQuery 的治理框架內,支援 VPC Service Controls 以防止資料外洩。資料處理上,單一酬載行不得超過 10 MiB,每個 SQL 群組的最終輸出字串上限為 10,000 個 Token,且建議單次查詢最多處理 2,000 萬行,並輸出不超過 1,000 個獨立 SQL 群組。

    #Google Cloud#BigQuery#AI.AGG#語意數據聚合#大型語言模型

  • 商傳媒

    麥當勞 Q3 獲利優於預期 仍規劃明年推超值餐力挽美國頹勢

    圖/示意圖商傳媒|方承業/綜合外電報導全球速食龍頭麥當勞(McDonald's)近期公布 2026 年第三季財報,儘管每股盈餘(EPS,公司每一股賺多少錢)達到 3.57 美元,優於 Zacks Consensus Estimate 的 3.36 美元預期,但總營收 71.6 億美元仍未達市場預期的 72.8 億美元。 財報顯示,麥當勞在美國市場的同店銷售額微幅下滑 0.2%,主要原因在於消費者對價格越來越敏感,導致客流量減少。為此,麥當勞正積極測試多款超值餐點,並預計在明年初(2027 年)於美國市場推出全國性的全新超值菜單,以期提振疲軟的銷售表現。 麥當勞總裁克里斯·坎普斯基(Chris Kempczinski)指出,儘管現有的套餐組合仍具吸引力,但入門級的實惠選項仍是美國市場的缺口,尤其對於收入較低的客群而言。麥當勞已於去年 10 月底開始,在約 1,900 家門市測試兩款新的超值餐點組合,另有約 4,000 家加盟餐廳也自主推出類似的平價餐點。這些測試旨在評估餐點能否有效增加客流量、提升銷售額,並確保加盟商的獲利。 此舉是麥當勞「NEXT」多年期發展策略的一部分,該策略於去年 9 月公布,目標在於提升餐廳設施、強化員工訓練並部署新科技。麥當勞計劃在 2036 年前投入 85 億美元於「NEXT」策略,其中約 50 億美元將在 2030 年前支出。這項投資將包含改善廚房設備以支援未來菜單變化、擴大特色飲品的製作能力,以及推動如 ArchIQ 訂餐平台等營運優化項目。 麥當勞首席財務官伊恩·博登(Ian Borden)表示,數位促銷和重新分配行銷資源,有助於美國市場趨勢的改善。他指出,忠誠會員的到訪頻率在加入會員後的第一年內會增加約 2.5 倍,顯示數位策略對留住顧客的重要性。國際市場方面,第三季國際直營市場(International Operated Markets)的同店銷售額成長 1.4%,主要受惠於澳洲和德國市場的強勁表現;國際發展特許市場(International Developmental Licensed Markets)則有 4.2% 的成長,以日本領先,但法國和中國市場表現較弱。 展望未來,麥當勞預期 2027 年食品與紙製品的通膨壓力仍將處於中等個位數水準,這使得在餐點實惠性與加盟商獲利之間取得平衡變得更加重要。該公司目標在 2028 年前,將全球特許經營餐廳的比例提高到 98%,並將全球每年新開餐廳數量提升至 5,000 家以上。 參考來源 McDonald's Q3 Earnings Call Highlights U.S. Recovery & Value…(TradingView) McDonald's Q3 Earnings Beat, but U.S. Traffic Still Pressure…(TradingView) McDonald's plans new value menu offerings next year to boost…(Fox Business)

    #麥當勞#超值餐#速食業#美國市場#企業策略

  • 南華早報

    Opinion | Chances are, US-China truce will be extended at S…

    At their October meeting in South Korea last year, US President Donald Trump and Chinese President Xi Jinping, recognising mutual vulnerability to export restrictions, agreed to suspend some of the most draconian measures they had imposed on each other: US port fees on Chinese-built vessels and Chinese export controls on rare earths. They also announced further summit-level talks. The leaders have since met twice: Trump visited Beijing in May, Xi visited Washington in September. They are...

    #china#US#opinion#Shenzhen#Will#BE

  • 南華早報

    Beyond the Exhibition Hall: AWE’s Waterfront Debut Offers a…

    [The content of this article has been produced by our advertising partner.] From private jewellery viewings to stepping aboard a yacht, the Festival of Connoisseurs took visitors beyond the conventional exhibition hall. This luxury festival is the first exhibition supported by a HK$100 million government fund, spearheaded by the Commerce and Economic Development Bureau to attract large-scale, distinctive international exhibitions to Hong Kong. It brought yachts, prestige cars, jewellery and art...

    #South China Morning Post#News#Opinion#China#Hong Kong#World

  • Taipei Times偏綠

    [ LETTER ]

    Achieving no povertyOur Advanced English class recently explored “Sustainable Development Goal 1 — No Poverty,” in which we discussed Taiwan’s minimum wage increase and poverty in Taiwan.While increasing the minimum wage might seem like a sufficient solution to poverty, statistics suggest otherwise.

  • Taipei Times偏綠

    Blue sweep could bring AI hurdles

    Taiwanese companies seeking to invest in US data centers and other infrastructure related to artificial intelligence (AI) could face hurdles after several states passed ballot measures opposing such projects or elected governors skeptical of AI development in the midterm elections. Forty-one ballot

    #AI#blue

  • 南華早報

    How Singapore confronts AI fears of ‘broken’ career ladder,…

    Singapore is seeking to flip the script by turning its land and manpower constraints into reasons to embrace AI instead of fearing it, even as the technology carries the spectre of job losses and cyberthreats in the wrong hands, a senior official has said. Minister for Digital Development and Information Josephine Teo argued that pragmatism would give her resource-scarce country an edge without becoming overly reliant on any single power or AI provider. At the Family Business Summit in Hong Kong...

    #Singapore#Artificial intelligence (AI)#Technology#Shanghai#China#United States

  • 南華早報

    Hysan’s Lee Garden Eight draws Hong Kong law firm from Cent…

    Hong Kong law firm Woo Kwan Lee & Lo is reportedly relocating to Causeway Bay after more than five decades in Central’s Jardine House, reserving about 39,000 square feet in Hysan Development’s Lee Garden Eight in a major lease for the new commercial complex. Market sources identified the firm as the incoming tenant at Lee Garden Eight, which is scheduled for completion this quarter. The firm will occupy an entire low to middle floor, according to local media reports. The firm declined to...

    #Hong Kong property#Hysan Development#Hong Kong economy#Property investment#Hongkong Land#Office rental

11/5(四)