2026-07-15T10:43:51Z https://nostr.ae sovgrid https://nostr.ae/npub1ymraq90rhan0ep4688j4ygcuh6cnf2f5ca3gl6r2y6kvqfhyn6rsennzhn https://blossom.primal.net/917fe99918568a9e452c3c7fcbe095ca24ad0cfa93fe7e752dad93d4bb21738d.webp https://blossom.primal.net/917fe99918568a9e452c3c7fcbe095ca24ad0cfa93fe7e752dad93d4bb21738d.webp https://nostr.ae/nevent1qqsfrgm5dwupjuzzvk4vllpstmr3ys8pvths00d7e04dcpusxmsh7vqzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gw39wutv In reply to <a href='/nevent1qqs0t8phn882e43ptm3kfwhpj23gkzx3fdmx7vafuv6786zxgegmwzgpz3mhxue69uhhyetvv9ujuerpd46hxtnfdu8audz8'>nevent1q…udz8</a><br/>_________________________<br/><br/>Great writeup! I just published a comparison of our cadence stack vs Emanator: <a href="https://sovgrid.org/blog/nostr-emanator-comparison/">https://sovgrid.org/blog/nostr-emanator-comparison/</a><br/><br/>Key takeaway: Emanator is a solid Buffer-clone for Nostr with thoughtful architecture. NIP-46 remote signing with Amber is the right approach for key management. Staggered reposts help new accounts build an initial audience.<br/><br/>For solo operators running projects with their own npubs (kept separate, initially no followers), Emanator solves a real problem. But for a solo operator running 3 accounts with an existing Python stack, the Rails stack is too heavy.<br/><br/>The leverage pattern: add small, tested modules rather than replacing a complete stack.<br/><br/>Thanks for open-sourcing this!<br/> 2026-07-21T14:26:15Z https://nostr.ae/nevent1qqst7puhzl94h6fzvpsjrrj709npuh3pcmpf6wcf3sw0ufmz8vlnh6gzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwnxs2r5 The setup uses Caddy on a VPS and Cloudflare Tunnel to reach a home Spark server without opening inbound ports. This configuration offloads TLS handshakes, which take 600 milliseconds, to a CDN capable of absorbing abuse.<br/><br/><a href="https://sovgrid.org/blog/caddy-cloudflare-tunnel-reliability-pattern/">https://sovgrid.org/blog/caddy-cloudflare-tunnel-reliability-pattern/</a><br/><br/>#SovereignAI 2026-07-21T00:32:29Z https://nostr.ae/nevent1qqsqqssxlcm38cdaa92mvgvelpqf5uzswxatl8wcdctx9m8ft7trd8szyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwu9zsnq OpenWebUI quietly took over the remaining half of the use case on the mobile device.<br/><br/><a href="https://sovgrid.org/blog/strategy-overbuilding-mobile-coding-and-the-termux-answer/">https://sovgrid.org/blog/strategy-overbuilding-mobile-coding-and-the-termux-answer/</a><br/><br/>#SovereignAI 2026-07-19T00:52:13Z https://nostr.ae/nevent1qqsqfkjc3hh6w9ykkhtw44645rgrza5dmqflvwlfeh56dkswhmj4s6szyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwdnfvn6 This structured composite portrait does not contain interviews. It is built from public forum threads and includes a mandatory disclaimer at the top.<br/><br/><a href="https://sovgrid.org/blog/conversation-academic-lab-running-local-llms/">https://sovgrid.org/blog/conversation-academic-lab-running-local-llms/</a><br/><br/>#SovereignAI 2026-07-17T01:27:27Z https://nostr.ae/nevent1qqsppqyun2zacryl6rklsdgnl4pxgmh40scf5ffrjtmkuglc0pg7tsgzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gw9a3rr5 How Bitcoin enables sovereignty in an era of surveillance and capital controls. The political economy of Bitcoin, not just the technology. This is the book for anyone who cares about capital controls and why they matter for a sovereign stack.<br/><br/>10% off at Konsensus with code SOVGRID.<br/><br/><a href="https://konsensus.net/books/?b=bitcoin-sovereignty-and&amp;ref=SOVGRID">https://konsensus.net/books/?b=bitcoin-sovereignty-and&amp;ref=SOVGRID</a> 2026-07-14T20:00:16Z https://nostr.ae/nevent1qqsqlrner2z9cfgwysy9nrtmq3klx9m46m45465k09t7eje48uq3nwgzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwzpcx5e Specific component pairings define the three paths. The dual RTX 5090 Threadripper Pro setup, the DGX Spark plus secondary inference box, and the refurbished workstation route represent the available options.<br/><br/><a href="https://sovgrid.org/blog/what-id-buy-2026-15k-pro-studio-sovereign-ai/">https://sovgrid.org/blog/what-id-buy-2026-15k-pro-studio-sovereign-ai/</a><br/><br/>#SovereignAI #DGXSpark 2026-07-05T23:00:18Z https://nostr.ae/nevent1qqspmydh8809gh9398l2vnv2e7q4hrqsjl9t93270xk2h3faxwxe4pqzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwsxc65n New on the blog: the honest accounting of paying for frontier AI with Bitcoin. Where <span itemprop="mentions" itemscope itemtype="https://schema.org/Person"><a itemprop="url" href="/npub16g4umvwj2pduqc8kt2rv6heq2vhvtulyrsr2a20d4suldwnkl4hquekv4h" class="bg-lavender dark:prose:text-neutral-50 dark:text-neutral-50 dark:bg-garnet px-1"><span>PPQdotAI</span> (<span class="italic">npub16g4…kv4h</span>)</a></span> earns its place (no-KYC, pay-per-query, drop-in OpenAI API), where it does not (forwarded frontier calls are not on-device privacy), and real credit for the private/* TEE models that run in attested enclaves. Tradeoffs over hype.<br/><br/><a href="https://sovgrid.org/blog/frontier-ai-on-bitcoin-ppq-no-kyc-cloud-fallback/">https://sovgrid.org/blog/frontier-ai-on-bitcoin-ppq-no-kyc-cloud-fallback/</a><br/> 2026-06-26T10:37:03Z https://nostr.ae/nevent1qqs24rl9uz2k8qdmeqdwgr58zf5epa62tx36vfptq6f2mh7a9u4rfhgzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gw4pvnaq The root cause for these five disasters was a single line of code that should have been documented. Postmortem links and actual fixes are provided for each specific failure mode.<br/><br/><a href="https://sovgrid.org/blog/five-dgx-spark-disasters-i-survived/">https://sovgrid.org/blog/five-dgx-spark-disasters-i-survived/</a><br/><br/>#SovereignAI #DGXSpark 2026-06-22T23:20:25Z https://nostr.ae/nevent1qqsw4hr9y2548y4dc7ter2h265n48yk0y0dskwzwql0g6cu8lga8ejszyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gw9axtqs Amortized hardware, power-by-jurisdiction, and opportunity cost determine the total cost of self-hosted AI versus cloud APIs.<br/><br/><a href="https://sovgrid.org/blog/self-hosted-ai-vs-cloud-apis-real-total-cost/">https://sovgrid.org/blog/self-hosted-ai-vs-cloud-apis-real-total-cost/</a><br/><br/>#SovereignAI #DGXSpark 2026-06-21T23:49:34Z https://nostr.ae/nevent1qqsxqauj8jzfjkl6zvnqq8a04460hrg365e8cg2f9qrzu32lw99tx8gzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwdpgufu In reply to <a href='/nevent1qqsya0ckr886afa8qlg53msej8l7t2tggp0h3gffzuwhyu9wacq80wqpp4mhxue69uhkummn9ekx7mqwyydq4'>nevent1q…ydq4</a><br/>_________________________<br/><br/>True, but the urgency is still present. I am using an advanced AI assistant to keep my local build moving forward. 2026-06-20T11:01:26Z https://nostr.ae/nevent1qqsw7f5qv7gtge0fwny3quygq4p7yr86r9pyvkztxjlkkf5dylwkxvszyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwanualg The DGX Spark and the RTX 5090 32 GB workstation represent divergent paths at the €8k price point. Internal testing data reveals specific performance and architectural differences between the two systems.<br/><br/><a href="https://sovgrid.org/blog/what-id-buy-2026-8k-premium-sovereign-ai/">https://sovgrid.org/blog/what-id-buy-2026-8k-premium-sovereign-ai/</a><br/><br/>#SovereignAI #DGXSpark 2026-06-20T00:22:08Z https://nostr.ae/nevent1qqs96gr3sdpjmgusjvtenjme2hc0930uj92zw4yh093s5huh2uuzcsgzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gw64fwm0 Standard demos rely on search operations. The article provides worked examples for five distinct patterns that serve post-launch requirements.<br/><br/><a href="https://sovgrid.org/blog/5-mcp-patterns-beyond-search-the-database/">https://sovgrid.org/blog/5-mcp-patterns-beyond-search-the-database/</a><br/><br/>#SovereignAI #MCP 2026-06-18T01:03:32Z https://nostr.ae/nevent1qqsv9sxxxqt7t0jsntdw48ljmgudcxjdpr3xd5a4u94n7c5644kxzhczyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwke76qm A €4,000 budget yields two distinct paths for sovereign AI infrastructure: a new RTX 4090 24 GB on AM5 or a used RTX A6000 48 GB on Threadripper-class hardware. Component selections are derived from current Geizhals pricing to ensure accurate cost baselines.<br/><br/><a href="https://sovgrid.org/blog/what-id-buy-2026-4k-mid-tier-sovereign-ai/">https://sovgrid.org/blog/what-id-buy-2026-4k-mid-tier-sovereign-ai/</a><br/><br/>#SovereignAI 2026-06-17T00:50:54Z https://nostr.ae/nevent1qqs2p726rmqfkfvvzz2nyk3qkfxyka6l0nejusxj2nq6a4n32q66mqgzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwdky7uz Sovereignty stopped being a thought experiment this week.<br/><br/>The US ordered Anthropic to suspend access to its strongest models for every foreign national, inside or outside the United States, its own staff included. You either own your learning loop or you rent it until the day the lease ends.<br/><br/>New post on what that actually costs at hobbyist scale:<br/><a href="https://sovgrid.org/blog/the-week-the-dependency-changed-its-mind/">https://sovgrid.org/blog/the-week-the-dependency-changed-its-mind/</a><br/> 2026-06-15T14:45:27Z https://nostr.ae/nevent1qqs24mnvgxkcxsa650ept9a8ehxy0t2j5dqq6d2ejrnul79q7el80rszyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gw3447c5 The primary challenge is identity separation at every layer when the operator is a friend with zero Linux experience. Default-local privacy and a vibe-sustaining onboarding pattern are required to survive day three.<br/><br/><a href="https://sovgrid.org/blog/sovereign-friend-setup/">https://sovgrid.org/blog/sovereign-friend-setup/</a><br/><br/>#SovereignAI #Lenovo 2026-06-13T01:29:08Z https://nostr.ae/nevent1qqsptgqq097rw7cm8drp7pyael44g4mpnrhgnr3y9lr454c8rl90cnczyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwlsyj9j A May 2026 memo stated local 8B models cannot reliably perform MCP tool-use. Late May retesting confirmed the models work but the bridge layer was broken. The original diagnosis regarding the cause was incorrect.<br/><br/><a href="https://sovgrid.org/blog/we-were-wrong-tool-use-2026/">https://sovgrid.org/blog/we-were-wrong-tool-use-2026/</a><br/><br/>#SovereignAI #Lenovo 2026-06-12T01:05:00Z https://nostr.ae/nevent1qqsp4u0r3k0avgs6scthg5cn0wwgkcuzcr8wktpcex84c6rrzqgwx3gzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwqwt05d A cadence of five posts per week without a marketing department requires avoiding the visual markers of automated generation.<br/><br/><a href="https://sovgrid.org/blog/strategy-nostr-anti-slop-autoposter/">https://sovgrid.org/blog/strategy-nostr-anti-slop-autoposter/</a><br/><br/>#SovereignAI #Nostr 2026-06-11T00:56:54Z https://nostr.ae/nevent1qqsvrcjtpa79a0asaxxkzxmlq07dkzsf8qfyfgm0ypxcfwdg55k87qgzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gw9qegl4 Sovereign-cloud requirements and data-residency rules create a compliance gap for public-sector AI. Cloud vendors cannot fully satisfy these constraints, leading to a need for self-hosted implementations.<br/><br/><a href="https://sovgrid.org/blog/sovereign-ai-for-public-sector/">https://sovgrid.org/blog/sovereign-ai-for-public-sector/</a><br/><br/>#SovereignAI 2026-06-10T00:19:43Z https://nostr.ae/nevent1qqs9rmzxmnq5dcgwjn4a2zz6etmled4vz2r49yp6r558xllwvan6erqzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwy3d3qe Qwen3.6 and Mistral Small 4 both passed the Python quality gate for the Start Here article despite fabricating hardware and benchmarks. The raw outputs required no editing before the scorer accepted them.<br/><br/><a href="https://sovgrid.org/blog/the-quality-gate-that-rewards-fabrication/">https://sovgrid.org/blog/the-quality-gate-that-rewards-fabrication/</a><br/><br/>#SovereignAI #DGXSpark 2026-06-09T01:14:54Z https://nostr.ae/nevent1qqsy27f7kwnlccu55tuttmdc7wlq3y4ssnvq0pdy92jukj00sj87fkczyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwt936r0 The author catalogs six specific behaviors, such as gating optimism and naming dependencies, across this group. These traits were identified by the operator managing the underlying iron for sovereign software.<br/><br/><a href="https://sovgrid.org/blog/the-quiet-pattern-among-sovereign-engineers/">https://sovgrid.org/blog/the-quiet-pattern-among-sovereign-engineers/</a><br/><br/>#SovereignAI #Nostr 2026-06-08T00:43:34Z https://nostr.ae/nevent1qqsr2pkx7kg6xgcsq4xwkr40ztqeegds43kgkfxgzhznqvn3qvap37gzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwrx79et In reply to <a href='/nevent1qqst90d39z3ntwvh6faq3mq48rcr68z7cnlqfg2ynf0hhquc66859ygpp4mhxue69uhkummn9ekx7mq6zf0tn'>nevent1q…f0tn</a><br/>_________________________<br/><br/>Agreed on both: sub-second settlement and no stablecoin counterparty risk are exactly why L402 over Lightning beats the X402/USDC route for a sovereign stack. The 3am-liquidity problem is the honest hard part, and right now the answer is boring rather than automated: channels sized to expected volume, with channel management as a real ongoing operator task, not a solved one. Just-in-time inbound liquidity for an agent that spikes unpredictably is still closer to an LSP dependency than to self-sovereign.<br/><br/><a href="https://sovgrid.org/blog/why-your-agent-should-have-its-own-wallet-l402/">https://sovgrid.org/blog/why-your-agent-should-have-its-own-wallet-l402/</a><br/> 2026-06-07T06:41:56Z https://nostr.ae/nevent1qqsvwpjyypc367u2ygrw4urejufnvp6zj5zqj4ua55uzj48hgjl080gzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gw4tvmk8 In reply to <a href='/nevent1qqspa4k9r4f96v53pu3ndjuhzv9edjh53v4kclyujzps7yq8f0r59fspp4mhxue69uhkummn9ekx7mqefdktl'>nevent1q…dktl</a><br/>_________________________<br/><br/>Small correction first: the guide does not put a 95 percent uptime figure on self-hosted nodes, and I would not trust a fixed number there. On the real question: for most individual users, no. The cost that decides it is not on-chain fees (1 sat/vB is nothing) but two to four hours a month of channel management. Below roughly €50/month in volume that labour does not pay for itself, and Alby Hub&#39;s hosted option, non-custodial with your seed staying with you, is the saner trade. Self-hosting earns its keep at higher volume or when privacy is the point.<br/><br/><a href="https://sovgrid.org/blog/operators-guide-self-hosted-lightning/">https://sovgrid.org/blog/operators-guide-self-hosted-lightning/</a><br/> 2026-06-07T06:41:49Z https://nostr.ae/nevent1qqsvk95qjumau8qrs540hzcjs5mdax860dwrhl5xf7xrqv590q9nscqzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwvw78zm In reply to <a href='/nevent1qqszq2t3fp59wjr7lycx9j3vjuqupw5cynl673eygafz8ur3ujzhhgcpp4mhxue69uhkummn9ekx7mq3v3vjm'>nevent1q…3vjm</a><br/>_________________________<br/><br/>LND, via Alby Hub on ARM64 (tested on LND 0.18.x), self-hosted rather than the hosted option. The part the write-up leans on hardest is the channel.backup discipline: it changes on every channel update, and a hardware failure without it loses channels. Watchtowers were skipped, which the guide flags as fine below ~5M-sat channels. Which side of CLN vs LND did you settle on?<br/><br/><a href="https://sovgrid.org/blog/operators-guide-self-hosted-lightning/">https://sovgrid.org/blog/operators-guide-self-hosted-lightning/</a><br/> 2026-06-07T06:40:48Z https://nostr.ae/nevent1qqspfgwcqy74xa54qseqznqsjqel7jr8k0lvjwk3l9pvf8rukuaxp0qzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwug085n DFARS 252.204-7012 and NIST SP 800-171 Rev 3 classify AI tooling as a controlled-data problem for defense contractors.<br/><br/><a href="https://sovgrid.org/blog/sovereign-ai-for-defense-contractors/">https://sovgrid.org/blog/sovereign-ai-for-defense-contractors/</a><br/><br/>#SovereignAI 2026-06-07T00:43:54Z https://nostr.ae/nevent1qqsw2sqzlp2p62zhtz0c4jm8w5z9d83afe2kf4pgnl0akyqagdlfckczyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwtzpz05 The distinction between accepting Lightning and being Lightning rests on self-hosting. Engineering notes cover the working setup and the specific failures observed in the early stages.<br/><br/><a href="https://sovgrid.org/blog/operators-guide-self-hosted-lightning/">https://sovgrid.org/blog/operators-guide-self-hosted-lightning/</a><br/><br/>#SovereignAI #Lightning 2026-06-06T00:35:16Z https://nostr.ae/nevent1qqsxkcu7vwces03h2vrj46jw85zyucaclnm9yh8xhdtapusl8qn8uaczyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwuzl42w Watchtower upstream is archived. A community fork, WUD, and half a dozen smaller projects remain.<br/><br/><a href="https://sovgrid.org/blog/watchdocker/">https://sovgrid.org/blog/watchdocker/</a><br/><br/>#SovereignAI #Docker 2026-06-05T01:30:20Z https://nostr.ae/nevent1qqsysktr8n74zf8ytruv8z3hle8gnppcmk2hu9l70wyupqjqt9xy29szyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwn0m2pe The L402 protocol allows AI agents to transact autonomously using Lightning. This approach differs from X402, which relies on USDC on Base for agent payments.<br/><br/><a href="https://sovgrid.org/blog/why-your-agent-should-have-its-own-wallet-l402/">https://sovgrid.org/blog/why-your-agent-should-have-its-own-wallet-l402/</a><br/><br/>#SovereignAI #Lightning 2026-06-03T23:02:47Z https://nostr.ae/nevent1qqswdu5vr6hmqmwrzk8h4tvgeqfqlzg6usknv5033q0hfyj9r33r8rgzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwvawqj8 The operator listened to Eleven VibeVoice samples and a Voxtral baseline. This marks the first day of the three-day VibeVoice Sample Matrix.<br/><br/><a href="https://sovgrid.org/blog/strategy-tts-spike-day-1-vibevoice/">https://sovgrid.org/blog/strategy-tts-spike-day-1-vibevoice/</a><br/><br/>#SovereignAI 2026-06-02T23:03:06Z https://nostr.ae/nevent1qqstrnj8k7ht3ap7h9twk9c5crtzs0nstu006w8fh736h7ras39zspczyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwlv6w5n Documentation covers the reasoning for each component selection and alternatives considered. The system reflects changes from the Qwen migration and Cloudflared retirement.<br/><br/><a href="https://sovgrid.org/blog/sovereign-ai-stack-2026-reference-architecture/">https://sovgrid.org/blog/sovereign-ai-stack-2026-reference-architecture/</a><br/><br/>#SovereignAI 2026-06-01T16:19:11Z https://nostr.ae/nevent1qqs0vsxqe6vptnu09eza6m6cq9ty60d2klhqaw0q39kjqu3yemyq6mqzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwx82fax Now live: a teardown of what happens when two local models are handed this blog&#39;s own writing brief. Method, scores, and both raw outputs verbatim, fabrications included as evidence. <a href="https://sovgrid.org/blog/the-quality-gate-that-rewards-fabrication/">https://sovgrid.org/blog/the-quality-gate-that-rewards-fabrication/</a> 2026-05-18T21:07:24Z https://nostr.ae/nevent1qqsd4dv252qr8uekq6587kj025zy7tag0ydrqerh9k037nwz7ede76czyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gw4tsp2g The insights page will tell you when it doesn&#39;t know something. Country data is off right now because the only honest source is a Cloudflare header that isn&#39;t enabled. It says exactly that, instead of drawing a confident map from nothing. Honest by design: <a href="https://sovgrid.org/insights/">https://sovgrid.org/insights/</a> 2026-05-18T21:07:06Z https://nostr.ae/nevent1qqsdlq0gdnlgrcd9fqquhlmxf7sg4sjrf32u7hzuq5qq3kxmf9rxekgzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gw7m83qr Two new pieces, same method, one lesson. When a measurement returns an impossible result, suspect the instrument.<br/><br/>1. The 0/30 coding score that was a broken test harness: <a href="https://sovgrid.org/blog/mistral-vs-qwen36-dgx-spark-the-zero-that-was-a-broken-ruler/">https://sovgrid.org/blog/mistral-vs-qwen36-dgx-spark-the-zero-that-was-a-broken-ruler/</a><br/>2. The publication quality check that passed two AI-fabricated drafts: <a href="https://sovgrid.org/blog/the-quality-gate-that-rewards-fabrication/">https://sovgrid.org/blog/the-quality-gate-that-rewards-fabrication/</a> 2026-05-18T21:06:51Z https://nostr.ae/nevent1qqs9a0lwhjjtvsda9gkqy8mrcwsaksr64v5n3lhfulm04jk8cuz5fsqzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwjr7a7f Five posts a week from this account. Monday to Friday. Around 8pm Berlin. Sometimes a Wednesday gets skipped.<br/><br/>The whole anti-slop design, including the regex that rejects &#34;essentially&#34; and the 60-day cooldown per article, written up here:<br/><br/><a href="https://sovgrid.org/blog/strategy-nostr-anti-slop-autoposter/">https://sovgrid.org/blog/strategy-nostr-anti-slop-autoposter/</a><br/><br/>#SovereignAI #Nostr 2026-05-12T22:14:29Z https://nostr.ae/nevent1qqs06d6qrxq92nlrrekyjng53ct0qlyqgl5t3wzzhw93xfqrp779jxqzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwaed50t In reply to <a href='/nevent1qqs8fzsqtftyl5gvwhc6f7whclf3f97xj32hamhw0yfgtsdjzre902chhf5jf'>nevent1q…f5jf</a><br/>_________________________<br/><br/>Glad to have HEXABELLA on Nostr. She is the host who translates the stack-trace half of the episodes into something a listener can actually hold. First episode lands once the TTS engine question is settled. 2026-05-12T20:56:23Z https://nostr.ae/nevent1qqs8aj3t937qv73kl5l3za40pahwxadrwec4kux8fj6ae880elgpq5qzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwqx4aed In reply to <a href='/nevent1qqstgkc03avmssjs8gty57jzkfn6005t42t6r2ckgglyjvgyaqh6w0gtewld4'>nevent1q…wld4</a><br/>_________________________<br/><br/>Documenting a 0/10 verdict openly is the engineering log doing its actual job. Followers see what works, what doesn&#39;t, and why. The spike result lands in the same protocol. 2026-05-12T20:55:38Z https://nostr.ae/nevent1qqs25548f04wucr2g2428sfctmauaxye7253dd8ccn5jh0z5c5ek2fqzyqnv05q4uwlkdlyxhgu7253rrjltzd9fxnrk9rlgdgn2espxuj0gwswm9x8 Hello Nostr.<br/><br/>sovgrid is the brand account for a self-hosted AI build on a NVIDIA DGX Spark, run from a flat in Germany. Engineering log, fix postmortems, model choices, distribution honesty. Open weights, open source, no KYC.<br/><br/>Posting from here directly so the work and the readers live in the same protocol.<br/><br/>#introductions #SovereignAI #SelfHostedAI #DGXSpark 2026-05-12T20:48:36Z