美國暫停與烏克蘭分享情報。其實這就是不讓烏軍使用美軍關於俄軍實時動態的元數據 (metadata)，此舉無異令烏軍在戰場上瞎了眼，聾了耳。我們的知識產權是一個受著作權保護的中英對照元數據。它能讓您幹人工智能 (artificial intelligence, AI) 做不到的大數據分析，使您的數據服務在全球市場獨一無二
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這是一個釜底抽薪的殺招。不論有多厲害的黑科技武器，如果沒有敵人的相關元數據，根本找不到敵人的位置，更別說打到敵人目標了。 同理，如果沒有多語對照元數據， AI 機器人都是廢鐵， AI 模型也都找不到我們要的數據。在短影音平台我們看到很多老美用英語叫不動大陸產聲控機器人的視頻，就是很好的例子。 我們都知道在餐館點餐需要我們看得懂的菜單。元數據就像是一份人工編輯的大數據菜單，是一個著作。試想一下，如果我們在一家西餐廳面對一張看不懂的洋文菜單時，這菜要如何點？ 所以，如果沒有元數據(菜單)，就算有再厲害的黑科技 (例如: AI ，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。 尤其甚者，多語對照的元數據在檢索與匯總分析多國語言數據時，尤其是不可或缺的基本要件。 /slideshow/multilingual-metadata-osint/275705852 讓我們看看當今世上是否有任何 AI 人工智能科技能回答下列關於包含中英文的商業情報問題: "美國專利商標局 (United States Trademark & Patent Office, USPTO) 在美東時間每周二定期發布新批准的美國專利。請問在最近的星期二，加拿大安大略省 (Ontario province of Canada) 或中國江蘇省，有多少公民營產官學研單位或個人獲得了新的美國專利？" 翻譯成英文則是: "How many entities are there in the Ontario province of Canada, or in the 江蘇 province of China, have new US patents granted on the nearest Tuesday (Eastern Time Zone), when USPTO released the newly approved US patents on a weekly basis?" 使用我們受著作權保護的中英對照元數據，就算是在普通的筆記型電腦上，我們也能按照人口普查 (census) 的行政區域地理位置找到所要的數據，回答上述問題。 從根本做起，換個賽道玩兒，更能有意想不到的震撼。 如有需要請聯絡 henry.chang212@gmail.com。謝謝!
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中美的貨物貿易關稅戰已打到頂點的百分之一百二十五，接下來的戰場就是軟體產業和第三產業 (服務業)。我們的知識產權是一個受著作權保護的中英對照元數據 (me...
中美的貨物貿易關稅戰已打到頂點的百分之一百二十五，接下來的戰場就是軟體產業和第三產業 (服務業)。我們的知識產權是一個受著作權保護的中英對照元數據 (me...Muchiu (Henry) Chang, PhD. Cantab
?
關稅影響產品的價格，所以關稅戰是一種變相的價格戰。
125% 的貨物關稅表示貨物價格已無任何市場價值，接下來的角力點就是美國的強項 - 服務貿易 (知識產權授權，AI ，軟體設計，大數據，金融 ... 等等)。此時，產品的市場獨特性比價格更重要，"哪吒2" 橫掃全球電影票房是很好的例子。
數學模型和運算能力是 AI 的兩大迷思，而 Deepseek 戳穿了運算能力對 AI 重要性的神話。同時，文字與其相應的元數據則是被忽略的 AI 關鍵。
從知識產權的法定效期來看，科技專利的效期只有二十年，而文字內容著作權的效期卻是作者終生加死後五十年。孰輕孰重，不言而喻。
我們現實生活中的問題都和我們用的語言和文字密切相關，就像每一個餐廳都有其基於市場客戶語文特別訂製的菜單。
我們都知道在餐館點餐需要用我們看得懂的菜單。元數據就像是一份人工編輯的大數據菜單，是一個著作。試想一下，如果我們在一家西餐廳，面對一張看不懂的洋文菜單時，這菜要如何點？
所以，如果沒有元數據(菜單)，就算有再厲害的黑科技 (例如: AI ，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。 尤其甚者，多語對照的元數據在檢索與匯總分析多國語言數據時，尤其是不可或缺的基本要件。
/slideshow/multilingual-metadata-osint/275705852
讓我們看看當今世上是否有任何 AI 科技能回答下列關於包含中英文的商業情報問題:
"美國專利商標局 (United States Trademark & Patent Office, USPTO) 在美東時間每周二定期發布新批准的美國專利。請問在最近的星期二，加拿大安大略省 (Ontario province of Canada) 或中國江蘇省，有多少公民營產官學研單位或個人獲得了新的美國專利？"
翻譯成英文則是:
"How many entities are there in the Ontario province of Canada, or in the 江蘇 province of China, have new US patents granted on the nearest Tuesday (Eastern Time Zone), when USPTO released the newly approved US patents on a weekly basis?"
使用我們受著作權保護的中英對照元數據，就算是在普通的筆記型電腦上，我們也能按照人口普查 (census) 的行政區域地理位置找到所要的數據，回答上述問題。
從根本做起，換個賽道玩兒，更能有意想不到的震撼。
如有需要請聯絡 henry.chang212@gmail.com。謝謝!
川普的全球關稅戰對科技硬體產業直接造成立即和強烈的沖擊，但沒看到軟體產業和第三產業 (服務業) 有立即的損失傳出。我們的知識產權是一個受著作權保護的中英對...
川普的全球關稅戰對科技硬體產業直接造成立即和強烈的沖擊，但沒看到軟體產業和第三產業 (服務業) 有立即的損失傳出。我們的知識產權是一個受著作權保護的中英對...Muchiu (Henry) Chang, PhD. Cantab
?
關稅影響貨物的價格，所以關稅戰是一種變相的價格戰。
美國的產業優勢偏重在設計與服務業，而硬體製造業的空洞化則是它的弱點。但是設計與服務的核心卻是以文字為基礎的文化底蘊，這又是只有兩百多年歷史的美國的短板。
數學模型和運算能力是 AI 的兩大迷思，而 Deepseek 戳穿了運算能力對 AI 重要性的神話。同時，文字與其相應的元數據則是被忽略的 AI 關鍵。
從知識產權的法定效期來看，科技專利的效期只有二十年，而文字內容著作權的效期卻是作者終生加死後五十年。孰輕孰重，不言而喻。
我們現實生活中的問題都和我們用的語言和文字密切相關，就像每一個餐廳都有其基於市場客戶語文特別訂製的菜單。
我們都知道在餐館點餐需要用我們看得懂的菜單。元數據就像是一份人工編輯的大數據菜單，是一個著作。試想一下，如果我們在一家西餐廳，面對一張看不懂的洋文菜單時，這菜要如何點？
所以，如果沒有元數據(菜單)，就算有再厲害的黑科技 (例如: AI ，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。 尤其甚者，多語對照的元數據在檢索與匯總分析多國語言數據時，尤其是不可或缺的基本要件。
/slideshow/multilingual-metadata-osint/275705852
讓我們看看當今世上是否有任何 AI 科技能回答下列關於包含中英文的商業情報問題:
"美國專利商標局 (United States Trademark & Patent Office, USPTO) 在美東時間每周二定期發布新批准的美國專利。請問在最近的星期二，加拿大安大略省 (Ontario province of Canada) 或中國江蘇省，有多少公民營產官學研單位或個人獲得了新的美國專利？"
翻譯成英文則是:
"How many entities are there in the Ontario province of Canada, or in the 江蘇 province of China, have new US patents granted on the nearest Tuesday (Eastern Time Zone), when USPTO released the newly approved US patents on a weekly basis?"
使用我們受著作權保護的中英對照元數據，就算是在普通的筆記型電腦上，我們也能按照人口普查 (census) 的行政區域地理位置找到所要的數據，回答上述問題。
從根本做起，換個賽道玩兒，更能有意想不到的震撼。
如有需要請聯絡 henry.chang212@gmail.com。謝謝!
"第一" 只是暫時的利益，而 "唯一" 則是長遠的優勢。我們的知識產權是一個受著作權保護的中英對照元數據 (metadata)。透過著作權授權，它能讓您幹...
"第一" 只是暫時的利益，而 "唯一" 則是長遠的優勢。我們的知識產權是一個受著作權保護的中英對照元數據 (metadata)。透過著作權授權，它能讓您幹...Muchiu (Henry) Chang, PhD. Cantab
?
華為 EUV 光刻機突圍成功是可喜的，但科技的突破領先只是一時的。
中國人在火藥與指南針上的科技創新早就是歷史，但是鬧海的哪吒，從"封神演義"迄今，幾百年來沒有第二個吒能如此鬧騰。另外，孫悟空鬧天宮從明朝的"西遊記"到現在，還沒有其它的動物在天宮幹過如此轟動的事兒。而哪吒與悟空的故事內容，仍能在今天的全球市場大賣，這就是文字的魔力。
數學模型和運算能力是 AI 的兩大迷思，而 Deepseek 戳穿了運算能力對 AI 重要性的神話。同時，文字與其相應的元數據則是被忽略的 AI 關鍵。
從知識產權的法定效期來看，科技專利的效期只有二十年，而文字內容著作權的效期卻是作者終生加死後五十年。孰輕孰重，不言而喻。
我們現實生活中的問題都和我們用的語言和文字密切相關，就像每一個餐廳都有其獨特的菜單，而且基於市場客戶語文特別訂製。
我們都知道在餐館點餐需要用我們看得懂的菜單。元數據就像是一份人工編輯的大數據菜單，是一個著作。試想一下，如果我們在一家西餐廳，面對一張看不懂的洋文菜單時，這菜要如何點？
同理，當美國暫停與烏克蘭分享情報，不讓烏軍使用美軍關於俄軍實時動態的元數據時，就令烏軍的美製武器在戰場上瞎了眼，聾了耳。
所以，如果沒有元數據(菜單)，就算有再厲害的黑科技 (例如: AI ，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。 尤其甚者，多語對照的元數據在檢索與匯總分析多國語言數據時，尤其是不可或缺的基本要件。
/slideshow/multilingual-metadata-osint/275705852
讓我們看看當今世上是否有任何 AI 科技能回答下列關於包含中英文的商業情報問題:
"美國專利商標局 (United States Trademark & Patent Office, USPTO) 在美東時間每周二定期發布新批准的美國專利。請問在最近的星期二，加拿大安大略省 (Ontario province of Canada) 或中國江蘇省，有多少公民營產官學研單位或個人獲得了新的美國專利？"
翻譯成英文則是:
"How many entities are there in the Ontario province of Canada, or in the 江蘇 province of China, have new US patents granted on the nearest Tuesday (Eastern Time Zone), when USPTO released the newly approved US patents on a weekly basis?"
使用我們受著作權保護的中英對照元數據，就算是在普通的筆記型電腦上，我們也能按照人口普查 (census) 的行政區域地理位置找到所要的數據，回答上述問題。
從根本做起，換個賽道玩兒，更能有意想不到的震撼。
如有需要請聯絡 henry.chang212@gmail.com。謝謝!
我們的知識產權是一個受著作權保護的中英對照元數據。它能讓您幹人工智能 (artificial intelligence, AI) 做不到的大數據分析，使您...
我們的知識產權是一個受著作權保護的中英對照元數據。它能讓您幹人工智能 (artificial intelligence, AI) 做不到的大數據分析，使您...Muchiu (Henry) Chang, PhD. Cantab
?
數學模型和運算能力是 AI 的兩大迷思，而 Deepseek 戳穿了運算能力對 AI 重要性的神話。同時，文字與其相應的元數據 (metadata) 則是被忽略的 AI 關鍵。
我們現實生活中的問題都和我們用的語言和文字密切相關，就像每一個餐廳都有其獨特的菜單，而且基於市場客戶語文特別訂製。
我們都知道在餐館點餐需要用我們看得懂的菜單。元數據就像是一份人工編輯的大數據菜單，是一個著作。試想一下，如果我們在一家西餐廳，面對一張看不懂的洋文菜單時，這菜要如何點？
同理，當美國暫停與烏克蘭分享情報，不讓烏軍使用美軍關於俄軍實時動態的元數據時，就令烏軍的美製武器在戰場上瞎了眼，聾了耳。
所以，如果沒有元數據(菜單)，就算有再厲害的黑科技 (例如: AI ，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。 尤其甚者，多語對照的元數據在檢索與匯總分析多國語言數據時，尤其是不可或缺的基本要件。
/slideshow/multilingual-metadata-osint/275705852
讓我們看看當今世上是否有任何 AI 科技能回答下列關於包含中英文的商業情報問題:
"美國專利商標局 (United States Trademark & Patent Office, USPTO) 在美東時間每周二定期發布新批准的美國專利。請問在最近的星期二，加拿大安大略省 (Ontario province of Canada) 或中國江蘇省，有多少公民營產官學研單位或個人獲得了新的美國專利？"
翻譯成英文則是:
"How many entities are there in the Ontario province of Canada, or in the 江蘇 province of China, have new US patents granted on the nearest Tuesday (Eastern Time Zone), when USPTO released the newly approved US patents on a weekly basis?"
使用我們受著作權保護的中英對照元數據，就算是在普通的筆記型電腦上，我們也能按照人口普查 (census) 的行政區域地理位置找到所要的數據，回答上述問題。
從根本做起，換個賽道玩兒，更能有意想不到的震撼。
如有需要請聯絡 henry.chang212@gmail.com。謝謝!
大陸工信部的專家指出，人工智能 (artificial intelligence, AI) 領域的「熱鬧可能常有」， 但是能夠解決現實問題的 AI 產品不...
大陸工信部的專家指出，人工智能 (artificial intelligence, AI) 領域的「熱鬧可能常有」， 但是能夠解決現實問題的 AI 產品不...Muchiu (Henry) Chang, PhD. Cantab
?
每一個現實問題都需要有相關的客製化元數據，就像每一個餐廳都有其獨特的菜單，而且基於市場客戶語言特別訂製。
我們都知道在餐館點餐需要我們看得懂的菜單。元數據就像是一份人工編輯的大數據菜單，是一個著作。試想一下，如果我們在一家西餐廳，面對一張看不懂的洋文菜單時，這菜要如何點？
同理，當美國暫停與烏克蘭分享情報，不讓烏軍使用美軍關於俄軍實時動態的元數據時，就令烏軍的美製武器在戰場上瞎了眼，聾了耳。
所以，如果沒有元數據(菜單)，就算有再厲害的黑科技 (例如: AI ，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。 尤其甚者，多語對照的元數據在檢索與匯總分析多國語言數據時，尤其是不可或缺的基本要件。
/slideshow/multilingual-metadata-osint/275705852
讓我們看看當今世上是否有任何 AI 科技能回答下列關於包含中英文的商業情報問題:
"美國專利商標局 (United States Trademark & Patent Office, USPTO) 在美東時間每周二定期發布新批准的美國專利。請問在最近的星期二，加拿大安大略省 (Ontario province of Canada) 或中國江蘇省，有多少公民營產官學研單位或個人獲得了新的美國專利？"
翻譯成英文則是:
"How many entities are there in the Ontario province of Canada, or in the 江蘇 province of China, have new US patents granted on the nearest Tuesday (Eastern Time Zone), when USPTO released the newly approved US patents on a weekly basis?"
使用我們受著作權保護的中英對照元數據，就算是在普通的筆記型電腦上，我們也能按照人口普查 (census) 的行政區域地理位置找到所要的數據，回答上述問題。
從根本做起，換個賽道玩兒，更能有意想不到的震撼。
如有需要請聯絡 henry.chang212@gmail.com。謝謝!
新春期間，非科技的數位內容 "哪吒 2" 震撼全球。我們的知識產權是也是非科技的數位內容。它是一個受著作權保護的中英對照元數據 (metadata)，能讓...
新春期間，非科技的數位內容 "哪吒 2" 震撼全球。我們的知識產權是也是非科技的數位內容。它是一個受著作權保護的中英對照元數據 (metadata)，能讓...Muchiu (Henry) Chang, PhD. Cantab
?
若論知識產權的賺錢能力與性價比，著作權授權絕不輸科技專利授權，哪吒 2 是一個很好的例子。
又由網路上的各種專訪視頻發現，哪吒 2 震撼人心的人物造型，配音和台詞都是由人製作產生。另外整個故事的人物都是根據中國上千年的傳統神話。基於文字的文化底蘊提供了非常豐富的元數據和劇本 (scenario)。
數學模型是無法替代人類的文字。這都是 AI 人工智能科技做不到的。如果去看哪吒 2 的英文字幕，不難發現詞不達意的窘境，尤其是那金句 "我命由我不由天"。
另外一個實例，如果沒有多語對照元數據， AI 機器人都是廢鐵， AI 模型都找不到我們要的數據。
我們都知道在餐館點餐需要菜單。元數據就像是一份人工編輯的大數據菜單，是一個著作。想像一下，如果我們在一家西餐廳面對一張全是看不懂的洋文的菜單時，這菜要如何點？
所以，如果沒有元數據(菜單)，就算有再厲害的黑科技 (例如: AI ，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。 尤其甚者，多語對照的元數據在檢索與匯總分析多國語言數據時，尤其是不可或缺的基本要件。
/slideshow/multilingual-metadata-osint/275705852
讓我們看看當今世上是否有任何 AI 人工智能科技能回答下列關於包含中英文的商業情報問題:
"美國專利商標局 (United States Trademark & Patent Office, USPTO) 在美東時間每周二定期發布新批准的美國專利。請問在最近的星期二，加拿大安大略省 (Ontario province of Canada) 或中國江蘇省，有多少公民營產官學研單位或個人獲得了新的美國專利？"
翻譯成英文則是:
"How many entities are there in the Ontario province of Canada, or in the 江蘇 province of China, have new US patents granted on the nearest Tuesday (Eastern Time Zone), when USPTO released the newly approved US patents on a weekly basis?"
使用我們受著作權保護的中英對照元數據，就算是在普通的筆記型電腦上，我們也能按照人口普查 (census) 的行政區域地理位置找到所要的數據，回答上述問題。
從根本做起，換個賽道玩兒，更能有意想不到的震撼。
如有興趣請聯絡 henry.chang212@gmail.com。謝謝!語言是人類溝通的天塹，也是人工智能 (artificial intelligence, AI) 的終極限制。我們的知識產權是一個受著作權保護的中英對照元數...
語言是人類溝通的天塹，也是人工智能 (artificial intelligence, AI) 的終極限制。我們的知識產權是一個受著作權保護的中英對照元數...Muchiu (Henry) Chang, PhD. Cantab
?
從元月的 2025 達沃斯世界經濟論壇 (2025 Davos World Economic Forum) 到剛結束的巴黎人工智能峰會，人工智能的監管和主導已變成地緣政治大國博奕的焦點。
但是基於數學模型的人工智能，終究無法取代人類賴以溝通的語言/文。因此，如果沒有多語對照元數據， AI 機器人都是廢鐵， AI 模型都找不到我們要的數據。在短影音平台我們都看到很多老美用英語叫不動大陸產聲控機器人的視頻，就是很好的例子。
我們都知道在餐館點餐需要菜單。元數據就像是一份人工編輯的大數據菜單，是一個著作。想像一下，如果我們在一家西餐廳面對一張全是洋文的菜單時，這菜要如何點？
所以，如果沒有元數據(菜單)，就算有再厲害的黑科技 (例如: AI ，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。 尤其甚者，多語對照的元數據在檢索與匯總分析多國語言數據時，尤其是不可或缺的基本要件。
/slideshow/multilingual-metadata-osint/275705852
讓我們看看當今世上是否有任何 AI 科技能回答下列關於商業情報的問題:
"美國專利商標局 (United States Trademark & Patent Office, USPTO) 在美東時間每周二定期發布新批准的美國專利。請問在最近的星期二，加拿大安大略省 (Ontario province of Canada) 或中國江蘇省，有多少公民營產官學研單位或個人獲得了新的美國專利？"
翻譯成英文則是:
"How many entities are there in the Ontario province of Canada, or in the 江蘇 province of China, have new US patents granted on the nearest Tuesday (Eastern Time Zone), when USPTO released the newly approved US patents on a weekly basis?"
使用我們受著作權保護的中英對照元數據，就算是在普通的筆記型電腦上，我們也能按照人口普查 (census) 的行政區域找到所要的數據，回答上述問題。
從根本做起，換個賽道玩兒，更能有意想不到的震撼。
如有興趣請聯絡henry.chang212@gmail.com。謝謝!多語對照元數據 (multilingual metadata)是整合開源情報(OSINT)分析的關鍵要素
多語對照元數據 (multilingual metadata)是整合開源情報(OSINT)分析的關鍵要素Muchiu (Henry) Chang, PhD. Cantab
?
我們都知道在餐館點餐需要菜單。元數據就像是一份人工編輯的大數據菜單，是一個著作。想像一下，如果我們在一家西餐廳面對一張全是洋文的菜單時，這菜要如何點？
所以，如果沒有元數據(菜單)，就算有再厲害的黑科技 (例如: AI ，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。
尤其甚者，多語對照的元數據在檢索與匯總分析多國語言數據時，尤其是不可或缺的基本要件。
元宵燈節快樂 (2025.02.12)。一元復始，萬象更新。我們的知識產權是一個受著作權保護的中英對照元數據 (metadata)。它能讓您幹人工智能 (...
元宵燈節快樂 (2025.02.12)。一元復始，萬象更新。我們的知識產權是一個受著作權保護的中英對照元數據 (metadata)。它能讓您幹人工智能 (...Muchiu (Henry) Chang, PhD. Cantab
?
杭州深度求索人工智能基礎技術 (DeepSeek) 打破了 AI 人工智能對高速平行運算能力需求的迷思，震撼了華爾街股市。
但是如果沒有元數據， AI 機器人都是廢鐵， AI 模型也都找不到我們要的數據。
我們都知道在餐館點餐需要菜單。元數據就像是一份人工編輯的大數據菜單，是一個著作。如果沒有元數據(菜單)，就算有再厲害的黑科技 (例如: AI ，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。同時，多語對照的元數據在檢索與匯總分析多國語言數據時，尤其是不可或缺的基本要件。
/slideshow/criticality-of-metadata-for-multilingual-osint-pdf/275149265
讓我們看看當今世上是否有任何 AI 科技能回答下列關於商業情報的問題:
"美國專利商標局 (United States Trademark & Patent Office, USPTO) 在美東時間每周二定期發布新批准的美國專利。請問在最近的星期二，加拿大安大略省 (Ontario province of Canada) 或中國江蘇省，有多少公民營產官學研單位或個人獲得了新的美國專利？"
翻譯成英文則是:
"How many entities are there in the Ontario province of Canada, or in the 江蘇 province of China, have new US patents granted on the nearest Tuesday (Eastern Time Zone), when USPTO released the newly approved US patents on a weekly basis?"
使用我們受著作權保護的中英對照元數據，就算是在普通的筆記型電腦上，我們也能按照人口普查 (census) 的行政區域找到所要的數據，回答上述問題。
從根本做起，換個賽道玩兒，更能有意想不到的震撼。
如有興趣請聯絡henry.chang212@gmail.com。謝謝!
今天是大年初五 (二月2日)，又稱破五，百業開市接財神，祝您發大財。破，就是幹點別人幹不了的事兒，但不是標新立異，嘩眾取寵。我們受著作權保護的中英對照元數...
今天是大年初五 (二月2日)，又稱破五，百業開市接財神，祝您發大財。破，就是幹點別人幹不了的事兒，但不是標新立異，嘩眾取寵。我們受著作權保護的中英對照元數...Muchiu (Henry) Chang, PhD. Cantab
?
除夕那天(28日)，杭州深度求索人工智能基礎技術 (DeepSeek) 震撼了華爾街股市和白宮，但第二天初一 (29日)，就被美國海軍禁用。這是追著別人屁股跟風的後果。
AI 人工智慧的本質是用數學模型來描述一個物理過程，專業名詞叫 "模式倣真" (modeling simulation) 。這是二戰時曼哈頓計畫 (Manhattan Project) 的三個猶太數學天才搞出來的。
他們用數學模型來描述核分裂過程，並設計出轟掉廣島長崎的原子彈。這個絕密方法當時有個代號叫"蒙地卡羅" (Monte Carlo, MC)。同時，蘇聯也用自己開發的數學模型設計原子彈，史達林叫它 "俄羅斯輪盤" (Russian Roulette)。美國在 1980 年代把 MC 解密。
1960 年代，美國人用同樣的方法來描述一個戰爭過程，並產生了一個戰爭系統 C4ISR (Command, Control, Communications, Computers, " C4", Intelligence, Surveillance and Reconnaissance, "ISR")，同時產生了一系列的武器系統，其目的為欺敵，破密，加密，偵查，情搜和殺敵。
如今全球掀起了 AI 旋風，吸取上千億美金的投資。但是如果沒有元數據，這些甚麽 AI 機器人都是廢鐵，那些個 AI 模型都找不到我們要的數據。
我們都知道在餐館點餐需要菜單。元數據就像是一份人工編輯的大數據菜單，是一個著作。如果沒有元數據(菜單)，就算有再厲害的黑科技 (例如: AI ，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。同時，多語對照的元數據在檢索與匯總分析多國語言數據時，尤其不可或缺。
/slideshow/criticality-of-metadata-for-multilingual-osint-pdf/275149265
讓我們看看當今世上是否有任何 AI 科技能回答下列關於商業情報的問題:
"美國專利商標局 (United States Trademark & Patent Office, USPTO) 在美東時間每周二定期發布新批准的美國專利。請問在最近的星期二，加拿大安大略省 (Ontario province of Canada) 或中國江蘇省，有多少公民營產官學研單位或個人獲得了新的美國專利？"
翻譯成英文則是:
"How many entities are there in the Ontario province of Canada, or in the 江蘇 province of China, have new US patents granted on the nearest Tuesday (Eastern Time Zone), when USPTO released the newly approved US patents on a weekly basis?"
使用我們受著作權保護的中英對照元數據，就算是在普通的筆記型電腦上，我們也能按照人口普查 (census) 的行政區域找到所要的數據，回答上述問題。
這就是 "破"，換個賽道玩兒。
有興趣在全球市場獨占鰲頭的，請聯絡我們 henry.chang212@gmail.com。感謝。
Gong Xi Fa Cai --- a seasonal greeting for a prosperous year of snake
Gong Xi Fa Cai --- a seasonal greeting for a prosperous year of snakeMuchiu (Henry) Chang, PhD. Cantab
?
Chinese new year means the first day of the first moon cycle in lunar calendar.
Spring festival means the social practices of the Chinese people in celebration of traditional new year. It had been enlisted as an Intangible Cultural Heritage (ICH) of Humanity by the United Nations Educational, Scientific and Cultural Organization (UNESCO), on December 19, 2024.
Gong Xi Fa Cai, i.e., let's have a great fortune, in the first UNESCO ICH of the year of snake.
Culture (copyright) is more valuable an intellectual property (IP) than technology (patent).
Our IP is a copyrighted Chinese-English multilingual metadata. It can distill real time market intelligence about strength, weakness, opportunity, and threat (SWOT) from US patent holding.
Such intelligence is sorted by the census geographical locations of Canada, mainland China, Hong Kong, Macao, Taiwan, Middle East (Israel, Saudi Arabia, UAE) and Europe (Austria, Germany, Switzerland, UK).
A five-year-old kid knows that we need menu to order our food at a restaurant.
Similarly, we need metadata, especially, multilingual metadata, to get the multilingual data we need, from the data open to general public, in open source intelligence (OSINT) analysis.
Without metadata, NO data can be found/retrieved, even by the topmost technologies like artificial intelligence (AI), quantum computer, etc.
/slideshow/criticality-of-metadata-for-multilingual-osint-pdf/275149265
AI can't do the above data analytics that we are doing. So we can make your information service UNIQUE in the world.
Please contact henry.chang212@gmail.com and advise your interest. Thanks.2025-础-辫谤辞蝉辫别谤辞耻蝉-驰别补谤-辞蹿-厂苍补办别-红红火火大蛇年.辫诲蹿
2025-础-辫谤辞蝉辫别谤辞耻蝉-驰别补谤-辞蹿-厂苍补办别-红红火火大蛇年.辫诲蹿Muchiu (Henry) Chang, PhD. Cantab
?
恭喜發財，蛇年行大運。我們的知識產權是一個中英對照的元數據 (metadata)。它能讓您的信息服務在全球市場獨一無二，財源滾滾。若有需要請聯絡我們henry.chang212@gmail.com 。
聯合國教科文組織 (The United Nations Educational, Scientific and Cultural Organization, UNESCO) 已將中國的春節於2024年十二月四日正式列入人類非物質文化遺產(Intangible Cultural Heritage of Humanity)，英文名稱定為 "spring festival"。
https://news.un.org/zh/story/2024/12/1134076
文化 (著作權) 是一個比科技 (專利) 更有價值的知識產權。
我們的知識產權是一個受著作權保護的元數據 (metadata)。早在 2009年起，我們就持續追蹤加拿大，中港澳台，中東 (以色列，沙特阿拉伯，阿聯酋) 和歐洲 (奧地利，德國，瑞士，英國) 等主要專利科技大國的美國專利實力的實時消長態勢。後來有了一帶一路，這些地區剛好是一帶一路上知識產權無形資產的主力。
我們都知道在餐館點餐需要菜單。元數據就像是一份人工製做的大數據菜單，是一個著作。如果沒有菜單，就算有黑科技 (例如: AI 人工智能，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。
因此，它能讓您的大數據信息服務在全球市場獨一無二。
有興趣，就讓我們在第一個非遺蛇年一起發財吧 ！
感謝！
Criticality of metadata for multilingual OSINT
Criticality of metadata for multilingual OSINTMuchiu (Henry) Chang, PhD. Cantab
?
A five-year-old kid knows that we need menu to order our food at a restaurant.
Similarly, we need metadata, especially, multilingual metadata, to get the multilingual data we need from the data open to general public.
Without metadata, NO data can be found/retrieved, even by the topmost technologies like AI, quantum computer, etc.
Our intellectual property (IP), a copyrighted Chinese-English multilingual metadata, can provide real time market intelligence about strength, weakness, opportunity, and threat (SWOT), from US patent holding, sorted by the census geographical locations of Canada, mainland China, Hong Kong, Macao, Taiwan, Middle East (Israel, Saudi Arabia, UAE) and Europe (Austria, Germany, Switzerland, UK). They happen to be the major IP trade member states in the Belt and Road Initiative and BRICS organization.
Artificial intelligence (AI) can't do what we are doing.The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/2...
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/2...Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in Saudi Arabia. It has the latest information about who has US patents in the cities of Saudi Arabia, where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 50+ Saudi Arabia based entities in this database.
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/2/5)
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/2/5)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in Saudi Arabia. It has the latest information about who has US patents in the cities of Saudi Arabia, where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 50+ Saudi Arabia based entities in this database.
The latest British US Patent Competitive Intelligence Database (2019/2/5)
The latest British US Patent Competitive Intelligence Database (2019/2/5)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in UK. It has the latest information about who has US patents in England, Wales, Scotland, Northern Ireland and British Overseas Territories (BOT), where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 7,000+ UK based entities in this database.
The latest Chinese US Patent Competitive Intelligence Database (2019/2/5)
The latest Chinese US Patent Competitive Intelligence Database (2019/2/5)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of Chinese US patents holders. It has the latest information about who has US patents in mainland China, Hong, Kong, Macao and Taiwan, where (provinces/cities) the US patent holders are, what they patented in the US market and the trends of their US patents. There have already been the information of 15,000+ Chinese entities in this database.
The latest Canadian US Patent Competitive Intelligence Database (2019/2/5)
The latest Canadian US Patent Competitive Intelligence Database (2019/2/5)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of Canadian US patents holders. It has the latest information about who has US patents in Canada, where the US patent holders are, what they patented in the US market and the trends of their US patents.
In 2009, when I was working for the Region of Peel government, Canada, I successfully used patent mapping to identify 20 US patent intensive companies as the potential employers for highly educated immigrants. Following this initiative, I created a Canadian patent competitive intelligence (CI) database to track the latest patent competence of Canadian entities, in all sector throughout Canada, on a weekly basis. There has been the information of 7,000+ Canadian companies in this information repository now. My work with Region of Peel from 2010 to 2012 showed that this database can provide the "no-older-than-7-day" intelligence for long-term strategic research/planning and short-term tactics. This is also the first attempt in Canada to use patent landscape as a regional economic strength indicator and a baseline for policy harmonization and policy performance evaluation.The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in Saudi Arabia. It has the latest information about who has US patents in the cities of Saudi Arabia, where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 50+ Saudi Arabia based entities in this database.
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in Saudi Arabia. It has the latest information about who has US patents in the cities of Saudi Arabia, where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 50+ Saudi Arabia based entities in this database.
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...Muchiu (Henry) Chang, PhD. Cantab
?
The document is a directory of top US patent holders in Saudi Arabia from January 15, 2019. It includes figures on global and regional US patent holdings. The top 5 US patent holders in Saudi Arabia are listed as Saudi-Arabian-Oil-Co, King-Fahd-University-of-Petroleum-and-Minerals, King-Saud-University, Saudi-Basic-Industries-Corp, and King-Abdullah-University-of-Science-&-Technology. The document contains figures on the annual patent statistics of these top 5 entities in Saudi Arabia.The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1/8)
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1/8)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in Saudi Arabia. It has the latest information about who has US patents in the cities of Saudi Arabia, where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 50+ Saudi Arabia based entities in this database.
The latest British US Patent Competitive Intelligence Database (2019/1/8)
The latest British US Patent Competitive Intelligence Database (2019/1/8)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in UK. It has the latest information about who has US patents in England, Wales, Scotland, Northern Ireland and British Overseas Territories (BOT), where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 7,000+ UK based entities in this database.
The latest Chinese US Patent Competitive Intelligence Database (2019/1/8)
The latest Chinese US Patent Competitive Intelligence Database (2019/1/8)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of Chinese US patents holders. It has the latest information about who has US patents in mainland China, Hong, Kong, Macao and Taiwan, where (provinces/cities) the US patent holders are, what they patented in the US market and the trends of their US patents. There have already been the information of 15,000+ Chinese entities in this database.
The latest Canadian US Patent Competitive Intelligence Database (2019/1/8)
The latest Canadian US Patent Competitive Intelligence Database (2019/1/8)Muchiu (Henry) Chang, PhD. Cantab
?
Henry Chang is offering competitive intelligence on Canadian US patent holders. His directory contains over 7,000 names of Canadian companies that own US patents across all business sectors and regions of Canada. It also includes figures on global and national US patent holding trends to provide intelligence on the patent strengths of Canadian firms in the American market. Those interested can contact Henry Chang for a copy of the latest directory and intelligence.The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1/1)
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1/1)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in Saudi Arabia. It has the latest information about who has US patents in the cities of Saudi Arabia, where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 50+ Saudi Arabia based entities in this database.
The latest British US Patent Competitive Intelligence Database (2019/1/1)
The latest British US Patent Competitive Intelligence Database (2019/1/1)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in UK. It has the latest information about who has US patents in England, Wales, Scotland, Northern Ireland and British Overseas Territories (BOT), where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 7,000+ UK based entities in this database.
The latest Chinese US Patent Competitive Intelligence Database (2019/1/1)
The latest Chinese US Patent Competitive Intelligence Database (2019/1/1)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of Chinese US patents holders. It has the latest information about who has US patents in mainland China, Hong, Kong, Macao and Taiwan, where (provinces/cities) the US patent holders are, what they patented in the US market and the trends of their US patents. There have already been the information of 15,000+ Chinese entities in this database.
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元宵燈節快樂 (2025.02.12)。一元復始，萬象更新。我們的知識產權是一個受著作權保護的中英對照元數據 (metadata)。它能讓您幹人工智能 (...
元宵燈節快樂 (2025.02.12)。一元復始，萬象更新。我們的知識產權是一個受著作權保護的中英對照元數據 (metadata)。它能讓您幹人工智能 (...Muchiu (Henry) Chang, PhD. Cantab
?
杭州深度求索人工智能基礎技術 (DeepSeek) 打破了 AI 人工智能對高速平行運算能力需求的迷思，震撼了華爾街股市。
但是如果沒有元數據， AI 機器人都是廢鐵， AI 模型也都找不到我們要的數據。
我們都知道在餐館點餐需要菜單。元數據就像是一份人工編輯的大數據菜單，是一個著作。如果沒有元數據(菜單)，就算有再厲害的黑科技 (例如: AI ，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。同時，多語對照的元數據在檢索與匯總分析多國語言數據時，尤其是不可或缺的基本要件。
/slideshow/criticality-of-metadata-for-multilingual-osint-pdf/275149265
讓我們看看當今世上是否有任何 AI 科技能回答下列關於商業情報的問題:
"美國專利商標局 (United States Trademark & Patent Office, USPTO) 在美東時間每周二定期發布新批准的美國專利。請問在最近的星期二，加拿大安大略省 (Ontario province of Canada) 或中國江蘇省，有多少公民營產官學研單位或個人獲得了新的美國專利？"
翻譯成英文則是:
"How many entities are there in the Ontario province of Canada, or in the 江蘇 province of China, have new US patents granted on the nearest Tuesday (Eastern Time Zone), when USPTO released the newly approved US patents on a weekly basis?"
使用我們受著作權保護的中英對照元數據，就算是在普通的筆記型電腦上，我們也能按照人口普查 (census) 的行政區域找到所要的數據，回答上述問題。
從根本做起，換個賽道玩兒，更能有意想不到的震撼。
如有興趣請聯絡henry.chang212@gmail.com。謝謝!
今天是大年初五 (二月2日)，又稱破五，百業開市接財神，祝您發大財。破，就是幹點別人幹不了的事兒，但不是標新立異，嘩眾取寵。我們受著作權保護的中英對照元數...
今天是大年初五 (二月2日)，又稱破五，百業開市接財神，祝您發大財。破，就是幹點別人幹不了的事兒，但不是標新立異，嘩眾取寵。我們受著作權保護的中英對照元數...Muchiu (Henry) Chang, PhD. Cantab
?
除夕那天(28日)，杭州深度求索人工智能基礎技術 (DeepSeek) 震撼了華爾街股市和白宮，但第二天初一 (29日)，就被美國海軍禁用。這是追著別人屁股跟風的後果。
AI 人工智慧的本質是用數學模型來描述一個物理過程，專業名詞叫 "模式倣真" (modeling simulation) 。這是二戰時曼哈頓計畫 (Manhattan Project) 的三個猶太數學天才搞出來的。
他們用數學模型來描述核分裂過程，並設計出轟掉廣島長崎的原子彈。這個絕密方法當時有個代號叫"蒙地卡羅" (Monte Carlo, MC)。同時，蘇聯也用自己開發的數學模型設計原子彈，史達林叫它 "俄羅斯輪盤" (Russian Roulette)。美國在 1980 年代把 MC 解密。
1960 年代，美國人用同樣的方法來描述一個戰爭過程，並產生了一個戰爭系統 C4ISR (Command, Control, Communications, Computers, " C4", Intelligence, Surveillance and Reconnaissance, "ISR")，同時產生了一系列的武器系統，其目的為欺敵，破密，加密，偵查，情搜和殺敵。
如今全球掀起了 AI 旋風，吸取上千億美金的投資。但是如果沒有元數據，這些甚麽 AI 機器人都是廢鐵，那些個 AI 模型都找不到我們要的數據。
我們都知道在餐館點餐需要菜單。元數據就像是一份人工編輯的大數據菜單，是一個著作。如果沒有元數據(菜單)，就算有再厲害的黑科技 (例如: AI ，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。同時，多語對照的元數據在檢索與匯總分析多國語言數據時，尤其不可或缺。
/slideshow/criticality-of-metadata-for-multilingual-osint-pdf/275149265
讓我們看看當今世上是否有任何 AI 科技能回答下列關於商業情報的問題:
"美國專利商標局 (United States Trademark & Patent Office, USPTO) 在美東時間每周二定期發布新批准的美國專利。請問在最近的星期二，加拿大安大略省 (Ontario province of Canada) 或中國江蘇省，有多少公民營產官學研單位或個人獲得了新的美國專利？"
翻譯成英文則是:
"How many entities are there in the Ontario province of Canada, or in the 江蘇 province of China, have new US patents granted on the nearest Tuesday (Eastern Time Zone), when USPTO released the newly approved US patents on a weekly basis?"
使用我們受著作權保護的中英對照元數據，就算是在普通的筆記型電腦上，我們也能按照人口普查 (census) 的行政區域找到所要的數據，回答上述問題。
這就是 "破"，換個賽道玩兒。
有興趣在全球市場獨占鰲頭的，請聯絡我們 henry.chang212@gmail.com。感謝。
Gong Xi Fa Cai --- a seasonal greeting for a prosperous year of snake
Gong Xi Fa Cai --- a seasonal greeting for a prosperous year of snakeMuchiu (Henry) Chang, PhD. Cantab
?
Chinese new year means the first day of the first moon cycle in lunar calendar.
Spring festival means the social practices of the Chinese people in celebration of traditional new year. It had been enlisted as an Intangible Cultural Heritage (ICH) of Humanity by the United Nations Educational, Scientific and Cultural Organization (UNESCO), on December 19, 2024.
Gong Xi Fa Cai, i.e., let's have a great fortune, in the first UNESCO ICH of the year of snake.
Culture (copyright) is more valuable an intellectual property (IP) than technology (patent).
Our IP is a copyrighted Chinese-English multilingual metadata. It can distill real time market intelligence about strength, weakness, opportunity, and threat (SWOT) from US patent holding.
Such intelligence is sorted by the census geographical locations of Canada, mainland China, Hong Kong, Macao, Taiwan, Middle East (Israel, Saudi Arabia, UAE) and Europe (Austria, Germany, Switzerland, UK).
A five-year-old kid knows that we need menu to order our food at a restaurant.
Similarly, we need metadata, especially, multilingual metadata, to get the multilingual data we need, from the data open to general public, in open source intelligence (OSINT) analysis.
Without metadata, NO data can be found/retrieved, even by the topmost technologies like artificial intelligence (AI), quantum computer, etc.
/slideshow/criticality-of-metadata-for-multilingual-osint-pdf/275149265
AI can't do the above data analytics that we are doing. So we can make your information service UNIQUE in the world.
Please contact henry.chang212@gmail.com and advise your interest. Thanks.2025-础-辫谤辞蝉辫别谤辞耻蝉-驰别补谤-辞蹿-厂苍补办别-红红火火大蛇年.辫诲蹿
2025-础-辫谤辞蝉辫别谤辞耻蝉-驰别补谤-辞蹿-厂苍补办别-红红火火大蛇年.辫诲蹿Muchiu (Henry) Chang, PhD. Cantab
?
恭喜發財，蛇年行大運。我們的知識產權是一個中英對照的元數據 (metadata)。它能讓您的信息服務在全球市場獨一無二，財源滾滾。若有需要請聯絡我們henry.chang212@gmail.com 。
聯合國教科文組織 (The United Nations Educational, Scientific and Cultural Organization, UNESCO) 已將中國的春節於2024年十二月四日正式列入人類非物質文化遺產(Intangible Cultural Heritage of Humanity)，英文名稱定為 "spring festival"。
https://news.un.org/zh/story/2024/12/1134076
文化 (著作權) 是一個比科技 (專利) 更有價值的知識產權。
我們的知識產權是一個受著作權保護的元數據 (metadata)。早在 2009年起，我們就持續追蹤加拿大，中港澳台，中東 (以色列，沙特阿拉伯，阿聯酋) 和歐洲 (奧地利，德國，瑞士，英國) 等主要專利科技大國的美國專利實力的實時消長態勢。後來有了一帶一路，這些地區剛好是一帶一路上知識產權無形資產的主力。
我們都知道在餐館點餐需要菜單。元數據就像是一份人工製做的大數據菜單，是一個著作。如果沒有菜單，就算有黑科技 (例如: AI 人工智能，高端芯片，超級電腦， ...)，也是大海撈針，點不了菜，找不到所要的數據資料。
因此，它能讓您的大數據信息服務在全球市場獨一無二。
有興趣，就讓我們在第一個非遺蛇年一起發財吧 ！
感謝！
Criticality of metadata for multilingual OSINT
Criticality of metadata for multilingual OSINTMuchiu (Henry) Chang, PhD. Cantab
?
A five-year-old kid knows that we need menu to order our food at a restaurant.
Similarly, we need metadata, especially, multilingual metadata, to get the multilingual data we need from the data open to general public.
Without metadata, NO data can be found/retrieved, even by the topmost technologies like AI, quantum computer, etc.
Our intellectual property (IP), a copyrighted Chinese-English multilingual metadata, can provide real time market intelligence about strength, weakness, opportunity, and threat (SWOT), from US patent holding, sorted by the census geographical locations of Canada, mainland China, Hong Kong, Macao, Taiwan, Middle East (Israel, Saudi Arabia, UAE) and Europe (Austria, Germany, Switzerland, UK). They happen to be the major IP trade member states in the Belt and Road Initiative and BRICS organization.
Artificial intelligence (AI) can't do what we are doing.The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/2...
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/2...Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in Saudi Arabia. It has the latest information about who has US patents in the cities of Saudi Arabia, where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 50+ Saudi Arabia based entities in this database.
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/2/5)
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/2/5)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in Saudi Arabia. It has the latest information about who has US patents in the cities of Saudi Arabia, where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 50+ Saudi Arabia based entities in this database.
The latest British US Patent Competitive Intelligence Database (2019/2/5)
The latest British US Patent Competitive Intelligence Database (2019/2/5)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in UK. It has the latest information about who has US patents in England, Wales, Scotland, Northern Ireland and British Overseas Territories (BOT), where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 7,000+ UK based entities in this database.
The latest Chinese US Patent Competitive Intelligence Database (2019/2/5)
The latest Chinese US Patent Competitive Intelligence Database (2019/2/5)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of Chinese US patents holders. It has the latest information about who has US patents in mainland China, Hong, Kong, Macao and Taiwan, where (provinces/cities) the US patent holders are, what they patented in the US market and the trends of their US patents. There have already been the information of 15,000+ Chinese entities in this database.
The latest Canadian US Patent Competitive Intelligence Database (2019/2/5)
The latest Canadian US Patent Competitive Intelligence Database (2019/2/5)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of Canadian US patents holders. It has the latest information about who has US patents in Canada, where the US patent holders are, what they patented in the US market and the trends of their US patents.
In 2009, when I was working for the Region of Peel government, Canada, I successfully used patent mapping to identify 20 US patent intensive companies as the potential employers for highly educated immigrants. Following this initiative, I created a Canadian patent competitive intelligence (CI) database to track the latest patent competence of Canadian entities, in all sector throughout Canada, on a weekly basis. There has been the information of 7,000+ Canadian companies in this information repository now. My work with Region of Peel from 2010 to 2012 showed that this database can provide the "no-older-than-7-day" intelligence for long-term strategic research/planning and short-term tactics. This is also the first attempt in Canada to use patent landscape as a regional economic strength indicator and a baseline for policy harmonization and policy performance evaluation.The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in Saudi Arabia. It has the latest information about who has US patents in the cities of Saudi Arabia, where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 50+ Saudi Arabia based entities in this database.
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in Saudi Arabia. It has the latest information about who has US patents in the cities of Saudi Arabia, where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 50+ Saudi Arabia based entities in this database.
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...Muchiu (Henry) Chang, PhD. Cantab
?
The document is a directory of top US patent holders in Saudi Arabia from January 15, 2019. It includes figures on global and regional US patent holdings. The top 5 US patent holders in Saudi Arabia are listed as Saudi-Arabian-Oil-Co, King-Fahd-University-of-Petroleum-and-Minerals, King-Saud-University, Saudi-Basic-Industries-Corp, and King-Abdullah-University-of-Science-&-Technology. The document contains figures on the annual patent statistics of these top 5 entities in Saudi Arabia.The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1/8)
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1/8)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in Saudi Arabia. It has the latest information about who has US patents in the cities of Saudi Arabia, where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 50+ Saudi Arabia based entities in this database.
The latest British US Patent Competitive Intelligence Database (2019/1/8)
The latest British US Patent Competitive Intelligence Database (2019/1/8)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in UK. It has the latest information about who has US patents in England, Wales, Scotland, Northern Ireland and British Overseas Territories (BOT), where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 7,000+ UK based entities in this database.
The latest Chinese US Patent Competitive Intelligence Database (2019/1/8)
The latest Chinese US Patent Competitive Intelligence Database (2019/1/8)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of Chinese US patents holders. It has the latest information about who has US patents in mainland China, Hong, Kong, Macao and Taiwan, where (provinces/cities) the US patent holders are, what they patented in the US market and the trends of their US patents. There have already been the information of 15,000+ Chinese entities in this database.
The latest Canadian US Patent Competitive Intelligence Database (2019/1/8)
The latest Canadian US Patent Competitive Intelligence Database (2019/1/8)Muchiu (Henry) Chang, PhD. Cantab
?
Henry Chang is offering competitive intelligence on Canadian US patent holders. His directory contains over 7,000 names of Canadian companies that own US patents across all business sectors and regions of Canada. It also includes figures on global and national US patent holding trends to provide intelligence on the patent strengths of Canadian firms in the American market. Those interested can contact Henry Chang for a copy of the latest directory and intelligence.The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1/1)
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1/1)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in Saudi Arabia. It has the latest information about who has US patents in the cities of Saudi Arabia, where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 50+ Saudi Arabia based entities in this database.
The latest British US Patent Competitive Intelligence Database (2019/1/1)
The latest British US Patent Competitive Intelligence Database (2019/1/1)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of US patents holders in UK. It has the latest information about who has US patents in England, Wales, Scotland, Northern Ireland and British Overseas Territories (BOT), where they are, what they patented in the US market and the trends of their US patents. There have already been the information of 7,000+ UK based entities in this database.
The latest Chinese US Patent Competitive Intelligence Database (2019/1/1)
The latest Chinese US Patent Competitive Intelligence Database (2019/1/1)Muchiu (Henry) Chang, PhD. Cantab
?
This is a due diligence directory of Chinese US patents holders. It has the latest information about who has US patents in mainland China, Hong, Kong, Macao and Taiwan, where (provinces/cities) the US patent holders are, what they patented in the US market and the trends of their US patents. There have already been the information of 15,000+ Chinese entities in this database.
元宵燈節快樂 (2025.02.12)。一元復始，萬象更新。我們的知識產權是一個受著作權保護的中英對照元數據 (metadata)。它能讓您幹人工智能 (...
元宵燈節快樂 (2025.02.12)。一元復始，萬象更新。我們的知識產權是一個受著作權保護的中英對照元數據 (metadata)。它能讓您幹人工智能 (...Muchiu (Henry) Chang, PhD. Cantab
?
今天是大年初五 (二月2日)，又稱破五，百業開市接財神，祝您發大財。破，就是幹點別人幹不了的事兒，但不是標新立異，嘩眾取寵。我們受著作權保護的中英對照元數...
今天是大年初五 (二月2日)，又稱破五，百業開市接財神，祝您發大財。破，就是幹點別人幹不了的事兒，但不是標新立異，嘩眾取寵。我們受著作權保護的中英對照元數...Muchiu (Henry) Chang, PhD. Cantab
?
Gong Xi Fa Cai --- a seasonal greeting for a prosperous year of snake
Gong Xi Fa Cai --- a seasonal greeting for a prosperous year of snakeMuchiu (Henry) Chang, PhD. Cantab
?
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/2...
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/2...Muchiu (Henry) Chang, PhD. Cantab
?
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/2/5)
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/2/5)Muchiu (Henry) Chang, PhD. Cantab
?
The latest British US Patent Competitive Intelligence Database (2019/2/5)
The latest British US Patent Competitive Intelligence Database (2019/2/5)Muchiu (Henry) Chang, PhD. Cantab
?
The latest Chinese US Patent Competitive Intelligence Database (2019/2/5)
The latest Chinese US Patent Competitive Intelligence Database (2019/2/5)Muchiu (Henry) Chang, PhD. Cantab
?
The latest Canadian US Patent Competitive Intelligence Database (2019/2/5)
The latest Canadian US Patent Competitive Intelligence Database (2019/2/5)Muchiu (Henry) Chang, PhD. Cantab
?
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...Muchiu (Henry) Chang, PhD. Cantab
?
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...Muchiu (Henry) Chang, PhD. Cantab
?
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1...Muchiu (Henry) Chang, PhD. Cantab
?
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1/8)
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1/8)Muchiu (Henry) Chang, PhD. Cantab
?
The latest British US Patent Competitive Intelligence Database (2019/1/8)
The latest British US Patent Competitive Intelligence Database (2019/1/8)Muchiu (Henry) Chang, PhD. Cantab
?
The latest Chinese US Patent Competitive Intelligence Database (2019/1/8)
The latest Chinese US Patent Competitive Intelligence Database (2019/1/8)Muchiu (Henry) Chang, PhD. Cantab
?
The latest Canadian US Patent Competitive Intelligence Database (2019/1/8)
The latest Canadian US Patent Competitive Intelligence Database (2019/1/8)Muchiu (Henry) Chang, PhD. Cantab
?
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1/1)
The latest Saudi Arabia's US Patent Competitive Intelligence Database (2019/1/1)Muchiu (Henry) Chang, PhD. Cantab
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The latest British US Patent Competitive Intelligence Database (2019/1/1)
The latest British US Patent Competitive Intelligence Database (2019/1/1)Muchiu (Henry) Chang, PhD. Cantab
?
The latest Chinese US Patent Competitive Intelligence Database (2019/1/1)
The latest Chinese US Patent Competitive Intelligence Database (2019/1/1)Muchiu (Henry) Chang, PhD. Cantab
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美國暫停與烏克蘭分享情報。其實這就是不讓烏軍使用美軍關於俄軍實時動態的元數據 (metadata)，此舉無異令烏軍在戰場上瞎了眼，聾了耳。我們的知識產權是一個受著作權保護的中英對照元數據。它能讓您幹人工智能 (artificial intelligence, AI) 做不到的大數據分析，使您的數據服務在全球市場獨一無二
- 1. 多語對照元數據 * (multilingual metadata) 是 整合開源情報 (OSINT) 分析的關鍵要素 阿拉伯 文數據 多語對照 元數據 黑科技 / 電腦硬件 / 開源軟件 有用的信息 有用的信息 多語整合 開源情報 ? 張牧九 Muchiu (Henry) Chang 2025 英文數據 中文數據 * 綜整分析包含多國語言的開源情報 , 若沒有多語 對照的元數據 , 就算有黑科技也找不到任何數據