{"id":3313,"date":"2026-05-03T17:37:08","date_gmt":"2026-05-03T17:37:08","guid":{"rendered":"https:\/\/global.livebitcoinnews.com\/vi\/2026\/05\/03\/ai-co-the-pha-vo-la-chan-luong-tu-cua-crypto-toly-cua-solana-giong-len-hoi-chuong-canh-bao\/"},"modified":"2026-05-03T17:37:08","modified_gmt":"2026-05-03T17:37:08","slug":"ai-co-the-pha-vo-la-chan-luong-tu-cua-crypto-toly-cua-solana-giong-len-hoi-chuong-canh-bao","status":"publish","type":"post","link":"https:\/\/global.livebitcoinnews.com\/vi\/2026\/05\/03\/ai-co-the-pha-vo-la-chan-luong-tu-cua-crypto-toly-cua-solana-giong-len-hoi-chuong-canh-bao\/","title":{"rendered":"AI c\u00f3 th\u1ec3 ph\u00e1 v\u1ee1 l\u00e1 ch\u1eafn l\u01b0\u1ee3ng t\u1eed c\u1ee7a Crypto – Toly c\u1ee7a Solana gi\u00f3ng l\u00ean h\u1ed3i chu\u00f4ng c\u1ea3nh b\u00e1o"},"content":{"rendered":"

\u0110\u1ed3ng s\u00e1ng l\u1eadp Solana, Anatoly Yakovenko, c\u1ea3nh b\u00e1o AI c\u00f3 th\u1ec3 ph\u00e1 v\u1ee1 c\u00e1c l\u01b0\u1ee3c \u0111\u1ed3 ch\u1eef k\u00fd m\u1eadt m\u00e3 h\u1eadu l\u01b0\u1ee3ng t\u1eed, k\u00eau g\u1ecdi h\u1ed7 tr\u1ee3 v\u00ed \u0111a ch\u1eef k\u00fd 2\/3 ho\u1eb7c b\u1ea3o v\u1ec7 \u1edf c\u1ea5p \u0111\u1ed9 PDA g\u1ed1c.<\/strong><\/em><\/p>\n

Cu\u1ed9c th\u1ea3o lu\u1eadn b\u1eaft \u0111\u1ea7u t\u1eeb m\u1ed9t \u0111i\u1ec1u nh\u1ecf nh\u1eb7t. M\u1ed9t nh\u00e0 ph\u00e1t tri\u1ec3n \u0111\u00e3 \u0111\u0103ng m\u1ed9t d\u00f2ng duy nh\u1ea5t tr\u00ean X. Sau \u0111\u00f3, \u0111\u1ed3ng s\u00e1ng l\u1eadp Solana, Anatoly Yakovenko, tham gia, v\u00e0 m\u1ecdi chuy\u1ec7n tr\u1edf n\u00ean nghi\u00eam tr\u1ecdng nhanh ch\u00f3ng.<\/span><\/p>\n

Nh\u00e0 ph\u00e1t tri\u1ec3n<\/span> @shek_dev tr\u00ean X<\/span><\/a> \u0111\u00e3 kh\u01a1i m\u00e0o cu\u1ed9c tr\u00f2 chuy\u1ec7n b\u1eb1ng c\u00e1ch l\u01b0u \u00fd r\u1eb1ng Solana s\u1eafp b\u1ecb ‘quantum-mogged’. B\u1ed1i c\u1ea3nh l\u00e0 m\u1ed9t pull request tr\u1ef1c ti\u1ebfp tr\u00ean GitHub, n\u01a1i ng\u01b0\u1eddi \u0111\u00f3ng g\u00f3p abishekk92 \u0111\u00e3 m\u1edf m\u1ed9t b\u1ed9 x\u00e1c minh ch\u00ednh th\u1ee9c cho m\u1ed9t tr\u00ecnh x\u00e1c minh ch\u1eef k\u00fd Falcon-512 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean<\/span> ng\u0103n x\u1ebfp m\u1eadt m\u00e3 h\u1eadu l\u01b0\u1ee3ng t\u1eed c\u1ee7a Solana<\/span><\/a>.<\/span><\/p>\n

M\u1ed1i Nguy Hi\u1ec3m Th\u1ef1c S\u1ef1 M\u00e0 Kh\u00f4ng Ai N\u00f3i \u0110\u1ebfn<\/b><\/h2>\n

Pull request<\/span> tr\u00ean GitHub<\/span><\/a> c\u00f3 t\u00ednh k\u1ef9 thu\u1eadt cao. H\u00e0ng ng\u00e0n d\u00f2ng x\u00e1c minh ch\u00ednh th\u1ee9c, b\u1ed9 th\u1eed nghi\u1ec7m \u0111\u1ed1i kh\u00e1ng, ch\u1ee9ng minh Lean, harness Kani v\u00e0 ki\u1ec3m tra an to\u00e0n b\u1ed9 nh\u1edb Miri tr\u00ean m\u1ecdi \u0111\u01b0\u1eddng d\u1eabn m\u00e3 kh\u00f4ng an to\u00e0n trong pipeline x\u00e1c minh Falcon-512. C\u00f4ng vi\u1ec7c bao g\u1ed3m t\u00ednh chu\u1ea9n t\u1eafc codec \u1edf c\u1ea5p \u0111\u1ed9 byte, t\u00ednh \u0111\u00fang \u0111\u1eafn c\u1ee7a h\u1ea1t nh\u00e2n NTT v\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p thay th\u1ebf d\u1ef1 ph\u00f2ng cho h\u00e0m chu\u1ea9n b\u1ecb kh\u00f3a hi\u1ec7n c\u00f3, tr\u1ea3 v\u1ec1 l\u1ed7i thay v\u00ec ho\u1ea3ng lo\u1ea1n khi \u0111\u1ea7u v\u00e0o b\u1ecb h\u1ecfng.<\/span><\/p>\n

\u0110\u00f3 l\u00e0 l\u00fac Yakovenko nh\u1ea3y v\u00e0o.<\/span><\/p>\n

\u0110\u0103ng tr\u00ean X,<\/span> Toly \u0111\u00e3 vi\u1ebft<\/span><\/a> r\u1eb1ng \u00f4ng tin r\u1eb1ng r\u1ee7i ro l\u1edbn nh\u1ea5t hi\u1ec7n t\u1ea1i l\u00e0 AI ph\u00e1 v\u1ee1 c\u00e1c l\u01b0\u1ee3c \u0111\u1ed3 ch\u1eef k\u00fd PQC. Kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed1i quan t\u00e2m xa v\u1eddi. Kh\u00f4ng ph\u1ea3i l\u00e0 tr\u01b0\u1eddng h\u1ee3p ngo\u1ea1i l\u1ec7 l\u00fd thuy\u1ebft. L\u1eddi n\u00f3i c\u1ee7a \u00f4ng r\u1ea5t tr\u1ef1c ti\u1ebfp: ng\u00e0nh c\u00f4ng nghi\u1ec7p kh\u00f4ng hi\u1ec3u \u0111\u1ea7y \u0111\u1ee7 c\u00e1c l\u1ed7 h\u1ed5ng tri\u1ec3n khai trong c\u00e1c l\u01b0\u1ee3c \u0111\u1ed3 n\u00e0y, v\u00e0 b\u1ec1 m\u1eb7t t\u1ea5n c\u00f4ng to\u00e1n h\u1ecdc th\u1eadm ch\u00ed c\u00f2n \u00edt \u0111\u01b0\u1ee3c l\u1eadp b\u1ea3n \u0111\u1ed3 h\u01a1n. L\u1eddi k\u00eau g\u1ecdi h\u00e0nh \u0111\u1ed9ng c\u1ee7a \u00f4ng l\u00e0 h\u1ed7 tr\u1ee3 v\u00ed \u0111a ch\u1eef k\u00fd 2\/3 cho PQC, ho\u1eb7c h\u1ed7 tr\u1ee3 g\u1ed1c \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u1ef1c ti\u1ebfp trong b\u1ed9 x\u1eed l\u00fd giao d\u1ecbch th\u00f4ng qua \u0110\u1ecba ch\u1ec9 c\u00f3 ngu\u1ed3n g\u1ed1c t\u1eeb ch\u01b0\u01a1ng tr\u00ecnh (PDA).<\/span><\/p>\n

\u0110\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t b\u00e0i \u0111\u0103ng d\u00e0i. Tuy nhi\u00ean, n\u00f3 \u0111\u00e3 g\u00e2y \u0111\u01b0\u1ee3c ti\u1ebfng vang.<\/span><\/p>\n

Toly, Syscall v\u00e0 Cu\u1ed9c Tr\u00f2 Chuy\u1ec7n c\u1ee7a Nh\u00e0 Ph\u00e1t Tri\u1ec3n Di\u1ec5n Ra Nhanh Ch\u00f3ng<\/b><\/h2>\n

Tr\u01b0\u1edbc \u0111\u00f3 trong c\u00f9ng lu\u1ed3ng th\u1ea3o lu\u1eadn,<\/span> Yakovenko \u0111\u00e3 h\u1ecfi tr\u00ean X<\/span><\/a> li\u1ec7u tri\u1ec3n khai Falcon-512 c\u00f3 \u0111ang s\u1eed d\u1ee5ng harmonic c\u1ee7a Vlad hay kh\u00f4ng.<\/span> @shek_dev \u0111\u00e3 tr\u1ea3 l\u1eddi tr\u00ean X<\/span><\/a> r\u1eb1ng kh\u00f4ng ph\u1ea3i \u2014 c\u00f4ng vi\u1ec7c \u0111ang ch\u1ea1y tr\u00ean Opus 4.7 v\u00e0 Codex 5.5, v\u1edbi k\u1ebf ho\u1ea1ch \u0111\u1ec3 Harmonic ch\u1ea1y tr\u00ean ph\u1ea7n b\u1ed5 sung Bertoni m\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n @deanmlittle \u0111\u00e3 th\u00eam v\u00e0o tri\u1ec3n khai keccak.<\/span> @shek_dev sau \u0111\u00f3 \u0111\u00e3 b\u00e0n giao c\u00f4ng vi\u1ec7c tr\u00ean X<\/span><\/a> cho @HarmonicMath \u0111\u1ec3 ti\u1ebfp t\u1ee5c.<\/span><\/p>\n

Trong m\u1ed9t c\u00e2u tr\u1ea3 l\u1eddi ri\u00eang bi\u1ec7t trong c\u00f9ng cu\u1ed9c trao \u0111\u1ed5i,<\/span> Yakovenko \u0111\u00e3 \u0111\u0103ng tr\u00ean X<\/span><\/a> m\u1ed9t \u0111\u1ec1 xu\u1ea5t s\u1eeda ch\u1eefa ki\u1ebfn \u200b\u200btr\u00fac: m\u1ed9t syscall \u0111\u1ec3 n\u00e2ng tr\u1ea1ng th\u00e1i is_signer c\u1ee7a PDA l\u00ean c\u1ea5p \u0111\u1ed9 b\u1ed9 x\u1eed l\u00fd giao d\u1ecbch, v\u1edbi ph\u00ed \u0111\u01b0\u1ee3c t\u00ednh cho nh\u1eefng ng\u01b0\u1eddi k\u00fd h\u1ee3p l\u1ec7 v\u00e0o cu\u1ed1i m\u1ed7i kh\u1ed1i. “H\u00e3y bi\u1ebfn n\u00f3 th\u00e0nh hi\u1ec7n th\u1ef1c,” \u00f4ng vi\u1ebft.<\/span><\/p>\n

B\u1ea3n th\u00e2n PR Falcon-512 kh\u00f4ng \u0111\u1ed9ng \u0111\u1ebfn t\u00ednh to\u00e1n s\u1ea3n xu\u1ea5t. C\u00e1c \u0111i\u1ec3m chu\u1ea9n t\u1eeb nh\u00e1nh x\u00e1c minh ch\u00ednh th\u1ee9c cho th\u1ea5y kh\u00f4ng c\u00f3 thay \u0111\u1ed5i n\u00e0o v\u1ec1 \u0111\u01a1n v\u1ecb t\u00ednh to\u00e1n so v\u1edbi nh\u00e1nh ch\u00ednh \u2014 195.786 CUs \u1edf c\u1ea3 hai b\u00ean. H\u00e0m try_prepare_pubkey m\u1edbi c\u00f3 chi ph\u00ed t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi h\u00e0m g\u1ed1c khi \u0111\u01b0\u1ee3c g\u1ecdi, kho\u1ea3ng 99k CUs, v\u00ec n\u00f3 ch\u1ea1y c\u00f9ng m\u1ed9t ph\u00e9p t\u00ednh s\u1ed1 h\u1ecdc v\u1edbi c\u00e1c x\u00e1c nh\u1eadn \u0111\u01b0\u1ee3c vi\u1ebft l\u1ea1i d\u01b0\u1edbi d\u1ea1ng tr\u1ea3 v\u1ec1 l\u1ed7i thay v\u00ec ho\u1ea3ng lo\u1ea1n.<\/span><\/p>\n

V\u1ea5n \u0110\u1ec1 M\u00e0 Toly Th\u1ef1c S\u1ef1 \u0110ang Ch\u1ec9 Ra<\/b><\/h2>\n

C\u00e1c l\u01b0\u1ee3c \u0111\u1ed3 PQC nh\u01b0 Falcon-512 \u0111ang \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng m\u1ed9t ph\u1ea7n v\u00ec ch\u00fang ch\u1ed1ng l\u1ea1i c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng t\u1eeb m\u00e1y t\u00ednh l\u01b0\u1ee3ng t\u1eed s\u1eed d\u1ee5ng thu\u1eadt to\u00e1n Shor. Ph\u00e9p to\u00e1n r\u1ea5t h\u1ee3p l\u00fd. C\u00e2u h\u1ecfi m\u00e0 Yakovenko \u0111\u1eb7t ra<\/span> l\u1ea1i kh\u00e1c:<\/span><\/a> \u0111i\u1ec1u g\u00ec x\u1ea3y ra khi AI b\u1eaft \u0111\u1ea7u th\u0103m d\u00f2 c\u00e1c l\u1ed7 h\u1ed5ng tri\u1ec3n khai m\u00e0 x\u00e1c minh ch\u00ednh th\u1ee9c ch\u01b0a bao ph\u1ee7.<\/span><\/p>\n

X\u00e1c minh ch\u00ednh th\u1ee9c c\u00f3 th\u1ec3 ch\u1ee9ng minh r\u1eb1ng m\u00e3 h\u00f3a theo t\u1eebng h\u1ec7 s\u1ed1 l\u00e0 \u0111\u01a1n \u00e1nh. N\u00f3 c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh r\u1eb1ng vi\u1ec7c \u0111\u00f3ng g\u00f3i byte l\u00e0 chu\u1ea9n t\u1eafc. C\u00e1c ch\u1ee9ng minh Lean trong PR n\u00e0y l\u00e0m ch\u00ednh x\u00e1c \u0111i\u1ec1u \u0111\u00f3 \u2014 serializeFalcon_injective, packBytes_injective, c\u00e1c \u0111\u1ecbnh l\u00fd tri\u1ec7t ti\u00eau ph\u1ea7n \u0111\u1ec7m zero. \u0110i\u1ec1u m\u00e0 x\u00e1c minh ch\u00ednh th\u1ee9c ch\u01b0a bao ph\u1ee7 trong PR n\u00e0y, v\u00e0 nh\u00f3m \u0111\u00e3 th\u1eeba nh\u1eadn, l\u00e0 t\u00ednh \u0111\u00fang \u0111\u1eafn c\u1ee7a to\u00e0n b\u1ed9 pipeline NTT nh\u01b0 m\u1ed9t tuy\u00ean b\u1ed1 ch\u00ednh th\u1ee9c.<\/span><\/p>\n

\u0110\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 l\u1eddi ch\u1ec9 tr\u00edch c\u00f4ng vi\u1ec7c. \u0110\u00f3 l\u00e0 lo\u1ea1i kho\u1ea3ng tr\u1ed1ng m\u00e0 Yakovenko \u0111\u00e3 m\u00f4 t\u1ea3.<\/span><\/p>\n

\u0110\u1ec1 xu\u1ea5t \u0111a ch\u1eef k\u00fd v\u00e0 c\u00e1ch ti\u1ebfp c\u1eadn syscall c\u1ea5p PDA kh\u00f4ng ph\u1ea3i l\u00e0 gi\u1ea3i ph\u00e1p cho v\u1ea5n \u0111\u1ec1 x\u00e1c minh ch\u00ednh th\u1ee9c. Ch\u00fang l\u00e0 c\u00e1c bi\u1ec7n ph\u00e1p d\u1ef1 ph\u00f2ng v\u1ec1 m\u1eb7t c\u1ea5u tr\u00fac. N\u1ebfu m\u1ed9t l\u01b0\u1ee3c \u0111\u1ed3 ch\u1eef k\u00fd b\u1ecb ph\u00e1 v\u1ee1 \u2014 b\u1edfi AI, b\u1edfi m\u1ed9t cu\u1ed9c t\u1ea5n c\u00f4ng to\u00e1n h\u1ecdc m\u1edbi, b\u1edfi m\u1ed9t th\u1ee9 g\u00ec \u0111\u00f3 ch\u01b0a ai \u0111\u1eb7t t\u00ean \u2014 m\u1ed9t s\u1ef1 s\u1eafp x\u1ebfp 2\/3 c\u00f3 ngh\u0129a l\u00e0 m\u1ea1ng l\u01b0\u1edbi kh\u00f4ng s\u1ee5p \u0111\u1ed5 ch\u1ec9 v\u00ec m\u1ed9t \u0111i\u1ec3m l\u1ed7i duy nh\u1ea5t.<\/span><\/p>\n

PR \u0111ang \u0111\u01b0\u1ee3c m\u1edf. Cu\u1ed9c tr\u00f2 chuy\u1ec7n v\u1eabn \u0111ang ti\u1ebfp di\u1ec5n.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

\u0110\u1ed3ng s\u00e1ng l\u1eadp Solana, Anatoly Yakovenko, c\u1ea3nh b\u00e1o AI c\u00f3 th\u1ec3 ph\u00e1 v\u1ee1 c\u00e1c l\u01b0\u1ee3c \u0111\u1ed3 ch\u1eef k\u00fd m\u1eadt m\u00e3 h\u1eadu l\u01b0\u1ee3ng t\u1eed, k\u00eau g\u1ecdi h\u1ed7 tr\u1ee3 v\u00ed \u0111a ch\u1eef k\u00fd 2\/3 ho\u1eb7c b\u1ea3o v\u1ec7 \u1edf c\u1ea5p \u0111\u1ed9 PDA g\u1ed1c. Cu\u1ed9c th\u1ea3o lu\u1eadn b\u1eaft \u0111\u1ea7u t\u1eeb m\u1ed9t \u0111i\u1ec1u nh\u1ecf nh\u1eb7t. M\u1ed9t nh\u00e0 ph\u00e1t tri\u1ec3n \u0111\u00e3 […]<\/p>\n","protected":false},"author":5,"featured_media":3312,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[6],"tags":[],"class_list":["post-3313","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-solana"],"acf":[],"yoast_head":"\nAI c\u00f3 th\u1ec3 ph\u00e1 v\u1ee1 l\u00e1 ch\u1eafn l\u01b0\u1ee3ng t\u1eed c\u1ee7a Crypto - Toly c\u1ee7a Solana gi\u00f3ng l\u00ean h\u1ed3i chu\u00f4ng c\u1ea3nh b\u00e1o - Vietnam Live Bitcoin News<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/global.livebitcoinnews.com\/vi\/2026\/05\/03\/ai-co-the-pha-vo-la-chan-luong-tu-cua-crypto-toly-cua-solana-giong-len-hoi-chuong-canh-bao\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI c\u00f3 th\u1ec3 ph\u00e1 v\u1ee1 l\u00e1 ch\u1eafn l\u01b0\u1ee3ng t\u1eed c\u1ee7a Crypto - Toly c\u1ee7a Solana gi\u00f3ng l\u00ean h\u1ed3i chu\u00f4ng c\u1ea3nh b\u00e1o - Vietnam Live Bitcoin News\" \/>\n<meta property=\"og:description\" content=\"\u0110\u1ed3ng s\u00e1ng l\u1eadp Solana, Anatoly Yakovenko, c\u1ea3nh b\u00e1o AI c\u00f3 th\u1ec3 ph\u00e1 v\u1ee1 c\u00e1c l\u01b0\u1ee3c \u0111\u1ed3 ch\u1eef k\u00fd m\u1eadt m\u00e3 h\u1eadu l\u01b0\u1ee3ng t\u1eed, k\u00eau g\u1ecdi h\u1ed7 tr\u1ee3 v\u00ed \u0111a ch\u1eef k\u00fd 2\/3 ho\u1eb7c b\u1ea3o v\u1ec7 \u1edf c\u1ea5p \u0111\u1ed9 PDA g\u1ed1c. Cu\u1ed9c th\u1ea3o lu\u1eadn b\u1eaft \u0111\u1ea7u t\u1eeb m\u1ed9t \u0111i\u1ec1u nh\u1ecf nh\u1eb7t. 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