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29 Oct 2025
๐—ง๐—ต๐—ฒ ๐—œ๐—ป๐˜ƒ๐—ถ๐˜€๐—ถ๐—ฏ๐—น๐—ฒ ๐—ช๐—ผ๐—ฟ๐—ธ๐—ต๐—ผ๐—ฟ๐˜€๐—ฒ: ๐—›๐—ผ๐˜„ ๐—ญ๐—ฎ๐—บ๐—ฎโ€™๐˜€ ๐—ง๐—ฒ๐—ฐ๐—ต ๐—Ÿ๐—ฒ๐˜๐˜€ ๐——๐—ฎ๐˜๐—ฎ ๐—ช๐—ผ๐—ฟ๐—ธ ๐—ช๐—ถ๐˜๐—ต๐—ผ๐˜‚๐˜ ๐—•๐—ฒ๐—ถ๐—ป๐—ด ๐—ฆ๐—ฒ๐—ฒ๐—ป Imagine youโ€™re a detective. Youโ€™re handed a file full of clues about a case. But everything in it is in code. Not just scrambled ๐˜ฆ๐˜ฏ๐˜ค๐˜ณ๐˜บ๐˜ฑ๐˜ต๐˜ฆ๐˜ฅ. And you're not allowed to open it. You can't read names. You can't see dates. But the case still needs solving. So how do you get answers? Thatโ€™s where ๐—™๐˜‚๐—น๐—น๐˜† ๐—›๐—ผ๐—บ๐—ผ๐—บ๐—ผ๐—ฟ๐—ฝ๐—ต๐—ถ๐—ฐ ๐—˜๐—ป๐—ฐ๐—ฟ๐˜†๐—ฝ๐˜๐—ถ๐—ผ๐—ป (๐—™๐—›๐—˜) comes in the quiet revolution behind Zamaโ€™s work. FHE isnโ€™t about hiding data. Itโ€™s about ๐—น๐—ฒ๐˜๐˜๐—ถ๐—ป๐—ด ๐—ฑ๐—ฎ๐˜๐—ฎ ๐™™๐™ค ๐˜๐—ต๐—ถ๐—ป๐—ด๐˜€ ๐˜„๐—ต๐—ถ๐—น๐—ฒ ๐˜€๐˜๐—ถ๐—น๐—น ๐—ต๐—ถ๐—ฑ๐—ฑ๐—ฒ๐—ป Think of it like this: You send your encrypted file the coded clue sheet to a lab. The lab doesnโ€™t open it. They donโ€™t know whatโ€™s inside. But they ๐˜ค๐˜ข๐˜ฏ perform calculations: - Check if two dates match - Add up financial figures - Even run a machine learning model All ๐˜ฐ๐˜ฏ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ฆ๐˜ฏ๐˜ค๐˜ณ๐˜บ๐˜ฑ๐˜ต๐˜ฆ๐˜ฅ ๐˜ท๐˜ฆ๐˜ณ๐˜ด๐˜ช๐˜ฐ๐˜ฏ. And when the output comes back? Itโ€™s the same as if youโ€™d done it yourself with the original data. But ๐˜ฏ๐˜ฐ ๐˜ฐ๐˜ฏ๐˜ฆ ๐˜ฉ๐˜ข๐˜ด ๐˜ฆ๐˜ท๐˜ฆ๐˜ณ ๐˜ด๐˜ฆ๐˜ฆ๐˜ฏ ๐˜ช๐˜ต. Thatโ€™s not magic. Itโ€™s math so advanced, it took over 30 years to make it practical. And now, thanks to @zama_fhe , itโ€™s not just possible itโ€™s ๐—ฟ๐˜‚๐—ป๐—ป๐—ถ๐—ป๐—ด ๐—ถ๐—ป ๐—ฟ๐—ฒ๐—ฎ๐—น ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€* today. Used in: - ๐—›๐—ฒ๐—ฎ๐—น๐˜๐—ต๐—ฐ๐—ฎ๐—ฟ๐—ฒ: Hospitals analyze patient data without exposing records. - ๐—•๐—ฎ๐—ป๐—ธ๐—ถ๐—ป๐—ด: Risk checks happen on encrypted financial data โ€” no leaks. - ๐—”๐—œ: Models learn from private data, even if theyโ€™ve never seen the raw input. Zamaโ€™s mission? To make this tech๐˜ข๐˜ค๐˜ค๐˜ฆ๐˜ด๐˜ด๐˜ช๐˜ฃ๐˜ญ๐˜ฆ, ๐˜ฑ๐˜ณ๐˜ข๐˜ค๐˜ต๐˜ช๐˜ค๐˜ข๐˜ญ, ๐˜ข๐˜ฏ๐˜ฅ ๐˜ฃ๐˜ข๐˜ต๐˜ต๐˜ญ๐˜ฆ-๐˜ต๐˜ฆ๐˜ด๐˜ต๐˜ฆ๐˜ฅ. Their tools like the ๐—ง๐—ถ๐—ป๐—ธ library and ๐—ญ๐—ฎ๐—บ๐—ฎ ๐—™๐—›๐—˜ ๐—ฆ๐——๐—ž let developers integrate FHE into apps, APIs, and models just like any other tool. No PhD required. Just plug and play. And hereโ€™s the real game-changer: ๐—ฃ๐—ฟ๐—ถ๐˜ƒ๐—ฎ๐—ฐ๐˜† ๐—ฑ๐—ผ๐—ฒ๐˜€๐—ปโ€™๐˜ ๐—บ๐—ฒ๐—ฎ๐—ป ๐˜‚๐˜€๐—ฒ๐—น๐—ฒ๐˜€๐˜€๐—ป๐—ฒ๐˜€๐˜€ ๐—ฎ๐—ป๐˜†๐—บ๐—ผ๐—ฟ๐—ฒ. You donโ€™t have to choose between security and insight. With Zama, you can have both. Itโ€™s like giving a key to a locked safe but the key only lets you ๐˜ถ๐˜ด๐˜ฆ whatโ€™s inside, not ๐˜ด๐˜ฆ๐˜ฆ it. The door stays shut. But the work gets done. This isnโ€™t a โ€œmaybe somedayโ€ idea. Itโ€™s live. Itโ€™s real. Itโ€™s already protecting data in critical systems around the world. In a world where every breach makes headlines, Zama is building a future where data doesnโ€™t just stay safe โ€” it ๐˜ด๐˜ต๐˜ช๐˜ญ๐˜ญ ๐˜ฎ๐˜ข๐˜ต๐˜ต๐˜ฆ๐˜ณ๐˜ด. No compromise. No trade-offs. Just privacy, power, and progress all in one. #ZamaCreatorProgram
28 Oct 2025
๐—ญ๐—ฎ๐—บ๐—ฎ ๐˜„๐—ฎ๐˜€ ๐—ฏ๐—ผ๐—ฟ๐—ป ๐—ณ๐—ฟ๐—ผ๐—บ ๐—ฎ ๐˜€๐—ถ๐—บ๐—ฝ๐—น๐—ฒ ๐—ถ๐—ฑ๐—ฒ๐—ฎ: ๐˜ž๐˜ฉ๐˜ข๐˜ต ๐˜ช๐˜ง ๐˜ฑ๐˜ณ๐˜ช๐˜ท๐˜ข๐˜ต๐˜ฆ ๐˜ฅ๐˜ข๐˜ต๐˜ข ๐˜ค๐˜ฐ๐˜ถ๐˜ญ๐˜ฅ ๐˜ฃ๐˜ฆ ๐˜ถ๐˜ด๐˜ฆ๐˜ฅ ๐˜ธ๐˜ช๐˜ต๐˜ฉ๐˜ฐ๐˜ถ๐˜ต ๐˜ฆ๐˜ท๐˜ฆ๐˜ณ ๐˜ฃ๐˜ฆ๐˜ช๐˜ฏ๐˜จ ๐˜ด๐˜ฆ๐˜ฆ๐˜ฏ? In 2018, a team of cryptographers realized FHE (Fully Homomorphic Encryption) a 2009 breakthrough was too slow for real use. So they set out to fix it. Now? FHE is fast enough to run on the cloud. Zamaโ€™s open-source tools (Tink, FHE SDK) let developers: - Run AI on encrypted health records - Detect fraud without seeing data - Train models on private datasets All without decryption. No leaks. No trade-offs. Just privacy and power. @zama_fhe : Where math meets real-world impact. #ZamaCreatorProgram
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#DCtech Forum @johnnyaustin @esteem_logic @KingChris365 @aaronksaunders Strategies to increase support for #ExpandingTech growth Solutions that make #TechAccessible hosted by @NavaPBC
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24 Feb 2011
Replying to @TechAccessible
@techaccessible thanks for the RT :)