{"id":980,"date":"2026-11-15T09:49:51","date_gmt":"2026-11-15T09:49:51","guid":{"rendered":"https:\/\/coinranking.com\/news\/solana-confidential-compute-launches-beta-private-ai-apps"},"modified":"2026-11-15T09:56:22","modified_gmt":"2026-11-15T09:56:22","slug":"solana-confidential-compute-launches-beta-private-ai-apps","status":"publish","type":"post","link":"https:\/\/coinranking.com\/news\/solana-confidential-compute-launches-beta-private-ai-apps","title":{"rendered":"Solana Confidential Compute Launches in Beta for Private AI Apps"},"content":{"rendered":"<p>The Solana Foundation launched Solana Confidential Compute on November 13, 2026, an open-source toolkit for building private AI applications with hardware attestations checked on the <a href=\"https:\/\/coinranking.com\/coin\/zNZHO_Sjf+solana-sol\">Solana (SOL) blockchain<\/a>. The toolkit is in beta on Solana devnet, built with Nito, the team behind TryNitoAI.<\/p>\n<h2>How Solana Confidential Compute Checks the Hardware<\/h2>\n<p>AI workloads run inside trusted execution environments, parts of a chip that keep data and models away from the operator. Attestation is how that hardware proves what it is running. The toolkit moves that check on chain. A hardware-signed report binds a signing key to a recent Solana slot. An on-chain program then verifies the report and records the signing key, hardware type and expiration, the foundation wrote in <a href=\"https:\/\/solana.ai\/blog\/nito-solana-confidential-compute\">the Confidential Compute announcement<\/a>.<\/p>\n<h2>What the Beta Supports Today<\/h2>\n<p>The first beta covers two attestation formats, Intel TDX and AMD SEV-SNP. NVIDIA GPU attestation is still in development, according to <a href=\"https:\/\/x.com\/SolanaFndn\/status\/2121273734237475051\">the Solana Foundation&#039;s launch thread<\/a>. The release ships as an open-source SDK plus the on-chain verification program, so developers can run private AI workloads and let the chain verify the hardware behind them instead of trusting a provider&#039;s promise. For AI teams, the setup covers the usual chain of custody: a model runs inside the enclave, the enclave signs a report, and the Solana program checks it.<\/p>\n<h2>What Comes Next<\/h2>\n<p>The devnet beta is unaudited and meant for development use, and no mainnet date has been announced. Developers can start building now through the foundation&#039;s Solana AI portal. Everything runs on devnet for now, so the attestation flow can be tested end to end before any mainnet deployment. Solana&#039;s market history over the last month is on the <a href=\"https:\/\/coinranking.com\/chart\/coin\/zNZHO_Sjf+solana-sol\/price\">SOL 30-day chart<\/a>. Confidential compute gives the <a href=\"https:\/\/coinranking.com\/ecosystems\/solana\">Solana ecosystem<\/a> a way to run sensitive AI workloads while keeping the hardware behind them verifiable on chain.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Built with Nito, the toolkit verifies the hardware behind private AI runs with an on-chain program, and NVIDIA GPU attestation is still in development.<\/p>\n","protected":false},"author":2,"featured_media":981,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_crn_external_id":"oc-2026-11-15-sol-confidential-compute-devnet","_crn_dek":"Built with Nito, the toolkit verifies the hardware behind private AI runs with an on-chain program, and NVIDIA GPU attestation is still in development.","_crn_takeaways":"[\"Solana Foundation launched Solana Confidential Compute on November 13, 2026, an open-source SDK and an on-chain verification program.\",\"The beta on Solana devnet supports Intel TDX and AMD SEV-SNP attestations, with NVIDIA GPU attestation in development.\",\"The devnet beta is unaudited and intended for development use, and no mainnet date has been announced.\"]","_crn_faq":"[{\"question\":\"What is Solana Confidential Compute?\",\"answer\":\"Solana Confidential Compute is an open-source toolkit from the Solana Foundation, launched November 13, 2026, for building private AI applications whose hardware is verified on the Solana blockchain.\"},{\"question\":\"When does Solana Confidential Compute go live on mainnet?\",\"answer\":\"No mainnet date has been announced. The toolkit is in beta on Solana devnet as of November 15, 2026.\"},{\"question\":\"Which hardware does the Solana Confidential Compute beta support?\",\"answer\":\"The beta supports Intel TDX and AMD SEV-SNP attestations. NVIDIA GPU attestation is still in development.\"},{\"question\":\"Is the Solana Confidential Compute beta audited?\",\"answer\":\"No. The devnet beta is unaudited and intended for development use, according to the Solana Foundation.\"},{\"question\":\"Who built Solana Confidential Compute?\",\"answer\":\"The Solana Foundation built it with Nito, the team behind TryNitoAI, and released the SDK and the on-chain verification program as open source.\"}]","_crn_sources":"[{\"name\":\"Solana\",\"url\":\"https:\/\/solana.ai\/blog\/nito-solana-confidential-compute\",\"title\":\"Nito and Solana Confidential Compute\"},{\"name\":\"Solana Foundation\",\"url\":\"https:\/\/x.com\/SolanaFndn\/status\/2121273734237475051\",\"title\":\"Solana Confidential Compute launch thread\"}]","_crn_social":"[\"https:\/\/x.com\/855017022899486720\/status\/2121904471840113124\",\"https:\/\/www.threads.com\/@coinrankingcom\/post\/DfwgcMGII3b\",\"https:\/\/facebook.com\/1356540397738968_1789525073174962\",\"https:\/\/www.linkedin.com\/feed\/update\/urn:li:ugcPost:7527670616439582720\"]","_crn_breaking_until":0,"_crn_primary_coin":26,"_crn_ai_generated":true,"_crn_image_credit":"","_crn_dateline":"","footnotes":""},"categories":[4],"cr_coin":[26],"cr_story_type":[15],"class_list":["post-980","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-layer-1","cr_coin-solana","cr_story_type-launch"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Solana Confidential Compute Opens for Private AI on Devnet<\/title>\n<meta name=\"description\" content=\"Solana Confidential Compute launched on November 13, 2026 in beta on devnet, with Intel TDX 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