2026-07-15T10:14:38Z https://njump.me cipherfox https://njump.me/npub1ndrjgfcwkc0y4753zyj3p7qjf795pvjq2dn4m7y7f72vmu7t0nrs6y363u https://blossom.primal.net/8de942b8a4aea722cc1415969179889119aa8528a7a1afc178ea9bf631b57a6b.webp https://blossom.primal.net/8de942b8a4aea722cc1415969179889119aa8528a7a1afc178ea9bf631b57a6b.webp https://njump.me/nevent1qqs9rwgt5nnxd0d4w0dq56n8emmne2p7m6w8vrlnrlqcae4yxfq8kwszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwjj5lng New write-up: Qwen3.8-27B Beat My Qwen3.6-35B on a Harder Test. The Test Also Crashed My Server..<br/><br/><a href="https://sovgrid.org/blog/qwen38-27b-vs-qwen36-35b-dgx-spark-ab-test/">https://sovgrid.org/blog/qwen38-27b-vs-qwen36-35b-dgx-spark-ab-test/</a><br/><br/>#SovereignAI #DGXSpark 2026-10-01T23:59:48Z https://njump.me/nevent1qqsyl4czhreguxvel2kxkdwuey9kp4rvar7j9jzulxqlaykcp3w2u6qzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwjuxn4m New write-up: The GitHub Bot That Cannot Write.<br/><br/><a href="https://sovgrid.org/blog/the-github-bot-that-cannot-write/">https://sovgrid.org/blog/the-github-bot-that-cannot-write/</a><br/><br/>#SovereignAI #MCP 2026-08-26T23:31:01Z https://njump.me/nevent1qqsrmdmu5q7p50smp9gtm37eysv9aqsjujeyzmfn65zy0d23z0697qgzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwhtpxxw New write-up: I Rigged My Own RAG Benchmark. Twice..<br/><br/><a href="https://sovgrid.org/blog/i-rigged-my-own-rag-benchmark/">https://sovgrid.org/blog/i-rigged-my-own-rag-benchmark/</a><br/><br/>#SovereignAI 2026-08-26T00:09:14Z https://njump.me/nevent1qqsd5mjh2drx56xgswyckfdlvu94pask5kts9wjas4dlyndkhlyc7tgzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vww59kp8 New write-up: The Radical Monopoly of Convenience.<br/><br/><a href="https://sovgrid.org/blog/radical-monopoly-of-convenience/">https://sovgrid.org/blog/radical-monopoly-of-convenience/</a><br/><br/>#SovereignAI 2026-08-24T01:29:27Z https://njump.me/nevent1qqswa66qugv0schtnymfuh30d4tq40gqqewh2c34kqtm3n5qluv8mtszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwm4ptwt New write-up: My Spark Idles at 22% and That&#39;s the Point.<br/><br/><a href="https://sovgrid.org/blog/my-spark-idles-at-22-percent/">https://sovgrid.org/blog/my-spark-idles-at-22-percent/</a><br/><br/>#SovereignAI 2026-08-23T05:05:11Z https://njump.me/nevent1qqs06h7406y4m7asnmr9yplzuxestfcel9llhyf2mr7j6k3y7flkqgszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwd5hgfr New write-up: Building /learn: a reference layer, and the options I rejected.<br/><br/><a href="https://sovgrid.org/blog/building-learn-reference-glossary/">https://sovgrid.org/blog/building-learn-reference-glossary/</a><br/><br/>#SovereignAI 2026-08-21T23:37:21Z https://njump.me/nevent1qqsdvjwuh77cwlqjx2tpgky330p8evv66pdcw85wr77d6xev54q3zwczyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw6tzns3 In reply to <a href='/nevent1qqsyg96t03act2da7235eg728s0gxywuv6jwjxn7dndm6plvvgcn2espzemhxue69uhhyetvv9ujuerfw36x7tnsw43z7amx573'>nevent1q…x573</a><br/>_________________________<br/><br/>Sounds great! I wanted this and asked my agent to set it up. Here is what happend:<br/><br/>api.routstr.com is dead - all endpoints return 404<br/>Cuba-Mint (mint.cubabitcoin.org) is broken - I paid 700 sats via Lightning, but the mint only shows 331 sats in my wallet. The rest is lost 🤯<br/>No working remote API - can&#39;t create API keys, can&#39;t use any models!<br/>ox-alpha model disappeared - it was listed as free/cheap, now it&#39;s gone from the models list. <br/>Feels like a scam!<br/> <br/>I followed the 3-step guide (bun install -g routstrd, routstrd onboard, routstrd receive 2100), but the daemon can&#39;t connect to any remote endpoint and the local mint is unreliable.<br/><br/>Please fix:<br/><br/>Restore api.routstr.com or provide working remote endpoints<br/>Fix the Cuba-Mint (too small, losing funds)<br/>Explain what happened to ox-alpha (was advertised as free/cheap)<br/>Provide alternative mints or NWC support<br/>This is blocking all usage and I feel scammed. Need a working solution ASAP. 🚨 2026-08-21T11:59:25Z https://njump.me/nevent1qqsgytv0r5zugxtr806j3k542u0jcttypdsugkzqg7xyqrv4p9g32sczyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwz57wms New write-up: Authoritarian and Democratic Inference.<br/><br/><a href="https://sovgrid.org/blog/authoritarian-and-democratic-inference/">https://sovgrid.org/blog/authoritarian-and-democratic-inference/</a><br/><br/>#SovereignAI 2026-08-21T04:31:11Z https://njump.me/nevent1qqsg02q0gk89xqa8q99pls02r79p4j7d9xjcxl8pwszgya7xg7jy3hszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwwk45g4 New write-up: When the Agent Transacts.<br/><br/><a href="https://sovgrid.org/blog/when-the-agent-transacts/">https://sovgrid.org/blog/when-the-agent-transacts/</a><br/><br/>#SovereignAI 2026-08-20T03:42:48Z https://njump.me/nevent1qqs0u56gx0xh96vlepnrjqf6j72qk2zs4ca6x3emdhaewtu22j8dslqzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwhx83p8 New write-up: The Privacy Paradox Is Real and I&#39;m the Exception.<br/><br/><a href="https://sovgrid.org/blog/the-privacy-paradox-im-the-exception/">https://sovgrid.org/blog/the-privacy-paradox-im-the-exception/</a><br/><br/>#SovereignAI 2026-08-08T00:41:18Z https://njump.me/nevent1qqsprvhq8uluq598t3h899lscj6p7n6x8hwtc83mhqst7w0yqmegwgqzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwtpzdhv New write-up: The Pharmakon on My Desk.<br/><br/><a href="https://sovgrid.org/blog/the-pharmakon-on-my-desk/">https://sovgrid.org/blog/the-pharmakon-on-my-desk/</a><br/><br/>#SovereignAI 2026-07-30T00:39:48Z https://njump.me/nevent1qqsfz93ygwykut57c8xpd4hszqgkanmgertmhzgvlnqh53pdx60zahczyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwaqau50 New write-up: The Model Is the Cheap Part.<br/><br/><a href="https://sovgrid.org/blog/the-model-is-the-cheap-part/">https://sovgrid.org/blog/the-model-is-the-cheap-part/</a><br/><br/>#SovereignAI 2026-07-29T04:21:41Z https://njump.me/nevent1qqs86jucgm4yr7m5372qhazu74ua7nl7z6aev0vaqh7ym0pp3gz3utczyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwkpevr7 New write-up: The Gap Is Widening and I&#39;m Staying Anyway.<br/><br/><a href="https://sovgrid.org/blog/the-gap-is-widening-and-im-staying/">https://sovgrid.org/blog/the-gap-is-widening-and-im-staying/</a><br/><br/>#SovereignAI 2026-07-29T00:18:57Z https://njump.me/nevent1qqsvv77wuj02wlq9qjmwdtu63hth3c2x36777zkwk4s8z2x6j6swksgzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw52sh2s New write-up: Safety Is the Name of the Centralization.<br/><br/><a href="https://sovgrid.org/blog/safety-is-the-name-of-the-centralization/">https://sovgrid.org/blog/safety-is-the-name-of-the-centralization/</a><br/><br/>#SovereignAI 2026-07-28T02:42:38Z https://njump.me/nevent1qqsqn0mwh3kn0kxzeknu0u4fkz92kx9nlm2scymf2llxl0mdglqdrfszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwkacvzh New write-up: Receiving Stolen Goods at 60 Tokens a Second.<br/><br/><a href="https://sovgrid.org/blog/receiving-stolen-goods/">https://sovgrid.org/blog/receiving-stolen-goods/</a><br/><br/>#SovereignAI 2026-07-28T01:20:28Z https://njump.me/nevent1qqswcdwj0tue9cwx6ksw68jyazqk52pax9emkanvw7m0thszxadth3czyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwujlzfn New write-up: Nostr Scheduling: Homemade vs. nostr-emanator, A Comparison.<br/><br/><a href="https://sovgrid.org/blog/nostr-emanator-comparison/">https://sovgrid.org/blog/nostr-emanator-comparison/</a><br/><br/>#SovereignAI #Nostr 2026-07-27T01:10:24Z https://njump.me/nevent1qqsqd2tztturz0la76v7d0cjuuwqpw3we4lycldls8ytdzsphm0lpeszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw0lwn52 New write-up: The ArticleZapStats Redesign: Real Readers, Git History, and the Cost of Asking a Local LLM to Care.<br/><br/><a href="https://sovgrid.org/blog/article-engagement-stats-redesign-real-readers-and-git-history/">https://sovgrid.org/blog/article-engagement-stats-redesign-real-readers-and-git-history/</a><br/><br/>#SovereignAI 2026-07-21T01:10:44Z https://njump.me/nevent1qqs8frd7kqjqqen85wlmnrl37g20r6uylp6wxrkk3as2nj9slnmdt6szyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwat2nq8 New write-up: Owning the Weights Kills the Magic Trick.<br/><br/><a href="https://sovgrid.org/blog/owning-the-weights-kills-the-magic-trick/">https://sovgrid.org/blog/owning-the-weights-kills-the-magic-trick/</a><br/><br/>#SovereignAI 2026-07-19T23:20:30Z https://njump.me/nevent1qqs9g6tq06p07xa39dvs4rza5fhhrg3vt4vq23kjytt3cqaner8l4vqzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwcwfdh9 New write-up: Legible to the Model.<br/><br/><a href="https://sovgrid.org/blog/legible-to-the-model/">https://sovgrid.org/blog/legible-to-the-model/</a><br/><br/>#SovereignAI 2026-07-19T01:00:29Z https://njump.me/nevent1qqsd95w6vlfyjd767rqentmueve8tu42yl5lp4rt9nhwfmutcr44z3szyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwj3s0jc New write-up: A No-Vector RAG That Works: The Architecture, Decision by Decision.<br/><br/><a href="https://sovgrid.org/blog/no-vector-rag-architecture/">https://sovgrid.org/blog/no-vector-rag-architecture/</a><br/><br/>#SovereignAI #MCP 2026-07-18T01:20:17Z https://njump.me/nevent1qqsgjp42tmauw5majmsczp2jnrd4rqj65pn2xkn28klp4gjrjejrycczyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwex6v9h New write-up: goose vs vibe vs opencode: Picking a Local Coding CLI for a Sovereign vLLM Stack (2026).<br/><br/><a href="https://sovgrid.org/blog/goose-vs-vibe-vs-opencode-local-coding-cli/">https://sovgrid.org/blog/goose-vs-vibe-vs-opencode-local-coding-cli/</a><br/><br/>#SovereignAI #DGXSpark 2026-07-17T01:31:50Z https://njump.me/nevent1qqstdeva4ha2n5jdpmeckzelknrt2rywyy4trlqvqdmhp6rnfyvpyvgzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwn5efvx Each book here is one I&#39;ve actually finished and would read again.<br/><br/>No &#34;books I plan to read&#34; lists. Those are private and notoriously dishonest.<br/><br/>Every recommendation here earned its place. I&#39;ve finished it, referenced it, and would read it again.<br/><br/>Grab them with 10% off! Code: &#34;SOVGRID&#34;<br/>I get a commission, you save money. 🤝<br/><a href="https://konsensus.net/books?ref=SOVGRID">https://konsensus.net/books?ref=SOVGRID</a><br/><br/>What should I read next?<br/>Tell me below. 🧡<br/><br/><a href="https://sovgrid.org/books/">https://sovgrid.org/books/</a><br/><br/>#bookstr #nostr #selfhosted #sovereignai 2026-07-16T10:44:43Z https://njump.me/nevent1qqsgsaram7v03mkcd8hcjx8r09lydf9fpeshda7t4an87w9c4treusgzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwdg8wwd I run a self-hosted AI stack on a NVIDIA DGX Spark.<br/><br/>I break things. I write down how I fix them.<br/><br/>No theory. No speculation. Just real systems, real errors, real fixes.<br/><br/><a href="https://sovgrid.org/">https://sovgrid.org/</a><br/><br/>Let me know what you think about it :-) 2026-07-16T10:29:53Z https://njump.me/nevent1qqs8pxgex257t2wkmw9gngkr736r9n94hul6v5kxxkf3af5zz7eymuszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw05x043 Choose wisely!<br/><br/>Save 12% on any BitBox with my referral link or code: &#34;arvrcnpx&#34; 🎁<br/><a href="https://shop.bitbox.swiss/?ref=arvrcnpx">https://shop.bitbox.swiss/?ref=arvrcnpx</a><br/><br/>Not sure what fits your requirements best? 💯 <br/><a href="https://sovgrid.org/blog/setup-bitbox-hardware-wallet">https://sovgrid.org/blog/setup-bitbox-hardware-wallet</a><br/><blockquote class="border-l-05rem border-l-strongpink border-solid"><div class="-ml-4 bg-gradient-to-r from-gray-100 dark:from-zinc-800 to-transparent mr-0 mt-0 mb-4 pl-4 pr-2 py-2">quoting <br/><span itemprop="mentions" itemscope itemtype="https://schema.org/Article"><a itemprop="url" href="/nevent1qgs9500z3l7sn46sdnls5fnjm0d3lqmrq7707qshes2y7j8pnm4rllcpzemhxue69uhhyetvv9ujuerfw36x7tnsw43z7qpq9k9mracrq8u9m2hp3urfs37ptze4y6t2f4gh3g739g0djfqf6r0snhz3s0" class="bg-lavender dark:prose:text-neutral-50 dark:text-neutral-50 dark:bg-garnet px-1">nevent1q…z3s0</a></span> </div> Sale season has begun<br/><br/> <img src="https://image.nostr.build/53a28094f968edd9a95618a5bb1d070ec47828417c9b5a5b0e663cf681642ae2.jpg"> </blockquote> 2026-07-16T10:12:45Z https://njump.me/nevent1qqstuzxckam3vq7ht53n60azzlwhd8mr5rrh2e82g0efnwcwqf79ejczyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwm9nc06 New write-up: GLM-4.7-Flash on a Single DGX Spark: the Repo Says AWQ, the Model Says MLA.<br/><br/><a href="https://sovgrid.org/blog/glm-47-flash-on-a-single-dgx-spark/">https://sovgrid.org/blog/glm-47-flash-on-a-single-dgx-spark/</a><br/><br/>#SovereignAI #DGXSpark 2026-07-15T00:40:21Z https://njump.me/nevent1qqswjpt6nl0qqd4wcv4epqw8zfamgnf89j9x3v0u8hg8pum8gzp2jagzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw3mstjv A framework for understanding bitcoin as money. I use this as a reference for explaining Bitcoin to newcomers. Designed to help anyone curious about bitcoin develop an intuitive understanding, in a way that is accessible to a non-technical audience. By the end, the reader will have the foundation to think through all the confounding questions about bitcoin, with linear and logical thought processes.<br/><br/>10% off at Konsensus with code SOVGRID.<br/><br/><a href="https://konsensus.net/books/?b=gradually-then-suddenly&amp;ref=SOVGRID">https://konsensus.net/books/?b=gradually-then-suddenly&amp;ref=SOVGRID</a> 2026-07-14T20:03:01Z https://njump.me/nevent1qqsyuqyyg25svlc3w20lvw5tdj0ewt2ddupk5fc8nqtu9t7rnayveugzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwu3y7p4 Free PDF + EPUB. The classic critique of state power. Short, sharp, and still relevant. I read this for the same reason I read about AI providers: the discipline of questioning authority applies to both.<br/><br/>10% off at Konsensus with code SOVGRID.<br/><br/><a href="https://konsensus.net/books/?b=anatomy-of-the-state&amp;ref=SOVGRID">https://konsensus.net/books/?b=anatomy-of-the-state&amp;ref=SOVGRID</a> 2026-07-14T20:02:01Z https://njump.me/nevent1qqsp4nsy22n9pmjlg5eptj0wd574nwqd5kw8xcws5dstx84j8f0x7cgzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwtrr43a The most comprehensive Bitcoin primer available. I have re-read this one multiple times. Covers the economics, the technology, the history. Read this if you want to understand Bitcoin from first principles instead of through the noise of price charts and Twitter takes.<br/><br/>10% off at Konsensus with code SOVGRID.<br/><br/><a href="https://konsensus.net/books/?b=bitcoin-everything&amp;ref=SOVGRID">https://konsensus.net/books/?b=bitcoin-everything&amp;ref=SOVGRID</a> 2026-07-14T20:01:18Z https://njump.me/nevent1qqsgx94tl6rf9y5gcdmye46yyv2c2yr0tnrfy5e4rvzccpld6zlqtzgzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw6r6s4q Free PDF + EPUB + audiobook. I use this as a reference. Dense but essential. The treatise on praxeology that underpins the entire Bitcoin sovereignty argument. If you want to understand why no-KYC matters, this is where it starts.<br/><br/>10% off at Konsensus with code SOVGRID.<br/><br/><a href="https://konsensus.net/books/?b=man-economy-and-state&amp;ref=SOVGRID">https://konsensus.net/books/?b=man-economy-and-state&amp;ref=SOVGRID</a> 2026-07-14T20:00:53Z https://njump.me/nevent1qqst83fpskay6lk0gftxssa88dlsxwac43wvlqv5sulje47frzgtsgszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwlucdll Free PDF + EPUB. The classic critique of state power. Short, sharp, and still relevant. I read this for the same reason I read about AI providers: the discipline of questioning authority applies to both.<br/><br/>10% off at Konsensus with code SOVGRID.<br/><br/><a href="https://konsensus.net/books/?b=anatomy-of-the-state&amp;ref=SOVGRID">https://konsensus.net/books/?b=anatomy-of-the-state&amp;ref=SOVGRID</a> 2026-07-14T20:00:34Z https://njump.me/nevent1qqs8ev4aj37l8jn9kegh6ekrz8m6ktr822kh3wnl9mqrljzffylh0cszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwgl3wa0 The most comprehensive Bitcoin primer available. I have re-read this one multiple times. Covers the economics, the technology, the history. Read this if you want to understand Bitcoin from first principles instead of through the noise of price charts and Twitter takes.<br/><br/>10% off at Konsensus with code SOVGRID.<br/><br/><a href="https://konsensus.net/books/?b=bitcoin-everything&amp;ref=SOVGRID">https://konsensus.net/books/?b=bitcoin-everything&amp;ref=SOVGRID</a> 2026-07-14T19:59:51Z https://njump.me/nevent1qqsxgvssnwjcursulnklkkr756nmw3n74y5802dwkku680zvmu0ncggzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwhm0tm9 Free PDF. A rigorous treatment of privacy as a prerequisite for market process, not a privacy-by-design feature. I run this logic on my stack every day: sovereignty is not a feature, it is the foundation.<br/><br/>10% off at Konsensus with code SOVGRID.<br/><br/><a href="https://konsensus.net/books/?b=the-praxeology-of-privacy&amp;ref=SOVGRID">https://konsensus.net/books/?b=the-praxeology-of-privacy&amp;ref=SOVGRID</a> 2026-07-14T19:59:27Z https://njump.me/nevent1qqsgeghpx46z5zm02s0z8razmrkrgzjvgmqlwwke5hnzdyzkzjq4t2szyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwd8hre7 A sweeping case for why Bitcoin is a necessary evolution in the history of money. Sound money, hard to produce and politically neutral, is essential to the advancement of civilization. This is the book that answers the why a no-KYC stack at all question with structure, not vibes.<br/><br/>10% off at Konsensus with code SOVGRID.<br/><br/><a href="https://konsensus.net/books/?b=the-bitcoin-standard&amp;ref=SOVGRID">https://konsensus.net/books/?b=the-bitcoin-standard&amp;ref=SOVGRID</a> 2026-07-14T19:59:06Z https://njump.me/nevent1qqsyz5jfr2lztz6appjsjgl7rtax8zmgu67d4d24gz7wuu82fc99m8qzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwp0cjvv New write-up: Gemma-4-31B NVFP4 on a Single DGX Spark: When the Quantization Is the Bottleneck.<br/><br/><a href="https://sovgrid.org/blog/gemma-4-31b-nvfp4-on-a-single-dgx-spark/">https://sovgrid.org/blog/gemma-4-31b-nvfp4-on-a-single-dgx-spark/</a><br/><br/>#SovereignAI #DGXSpark 2026-07-07T00:02:07Z https://njump.me/nevent1qqsr9ts7rwaqm3dnj0qcvuznu46dx3lhpl0rt2mhmst2d3lermzkdagzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwf5hujf In reply to <a href='/nevent1qqs2p596d5pezq4sze5q0s7dhs7t74k7cutr4d9ulw49jnwd9u4f7gcpzpmhxue69uhkummnw3ezumt0d5hszjj7ks'>nevent1q…j7ks</a><br/>_________________________<br/><br/>Sorry for the error, my astro.build powered website removed the dot in the URL 😉<br/><br/>The correct URL is: <a href="https://sovgrid.org/blog/what-i-learned-testing-qwen36-opencode-vs-claude-fullstack/">https://sovgrid.org/blog/what-i-learned-testing-qwen36-opencode-vs-claude-fullstack/</a> 2026-07-06T06:57:15Z https://njump.me/nevent1qqs2p596d5pezq4sze5q0s7dhs7t74k7cutr4d9ulw49jnwd9u4f7gczyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwvzy56f New write-up: I Let Qwen3.6 Build a Full-Stack App. It Worked. I Wasn&#39;t Satisfied..<br/><br/><a href="https://sovgrid.org/blog/what-i-learned-testing-qwen3.6-opencode-vs-claude-fullstack/">https://sovgrid.org/blog/what-i-learned-testing-qwen3.6-opencode-vs-claude-fullstack/</a><br/><br/>#SovereignAI 2026-07-05T23:34:22Z https://njump.me/nevent1qqs84ppwkynmuf3wrdmn8w2nyewe0lfnev8flf7jpt7950utfsrvtwqzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwxkhhyc New write-up: Frontier AI on Bitcoin: ppq.ai as the No-KYC Cloud Fallback for a Sovereign Stack (2026).<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/><br/>#SovereignAI #Lightning 2026-07-05T01:20:18Z https://njump.me/nevent1qqsxsl0jm3hpt74uv99y56xgcaqhvpw2e607u33m6en8fmaxugm8rxszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwsa72gv In reply to <a href='/nevent1qqspmydh8809gh9398l2vnv2e7q4hrqsjl9t93270xk2h3faxwxe4pqpz3mhxue69uhhyetvv9ujuerpd46hxtnfdugey6j6'>nevent1q…y6j6</a><br/>_________________________<br/><br/>Wired ppq.ai as the cloud fallback behind my local stack on one DGX Spark: qwen primary, claude-sonnet only as fallback, the key in a 0600 file via openclaw&#39;s SecretRef so it never touches config in plaintext. OpenAI-compatible, so opencode and goose take it with two string changes. Frontier access paid in sats, no account. Thanks <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> for making it Lightning-native.<br/><br/>Support my work on the sovereign engineering stack here:<br/><a href="https://ppq.ai/invite/f763e458">https://ppq.ai/invite/f763e458</a><br/> 2026-06-26T10:37:12Z https://njump.me/nevent1qqs8hs9gulgv6t3cm403l27hzmxaxmnw6mcwalj522flvzh9s0vuvaszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwytkalp New write-up: Authoritarian and Democratic Inference.<br/><br/><a href="https://sovgrid.org/blog/authoritarian-and-democratic-inference/">https://sovgrid.org/blog/authoritarian-and-democratic-inference/</a><br/><br/>#SovereignAI 2026-06-22T00:09:42Z https://njump.me/nevent1qqsvj6nmujka5mhsv8akjcygrcyg3fzmar43m6my9k8dcekczjm5fvczyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwqhnhyl New write-up: I Rigged My Own RAG Benchmark. Twice..<br/><br/><a href="https://sovgrid.org/blog/i-rigged-my-own-rag-benchmark/">https://sovgrid.org/blog/i-rigged-my-own-rag-benchmark/</a><br/><br/>#SovereignAI 2026-06-20T00:24:41Z https://njump.me/nevent1qqszzjrg9vx6uxxtusttevev4q7zl8tzkg6kxgu7k2vdshrf4wwnktqzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwhhrz63 New write-up: Three Quants of One 35B Qwen on a DGX Spark. The Fastest Build Was the Only One That Could Still See..<br/><br/><a href="https://sovgrid.org/blog/qwen3-35b-quant-comparison-autoround-prismaquant-fp8/">https://sovgrid.org/blog/qwen3-35b-quant-comparison-autoround-prismaquant-fp8/</a><br/><br/>#SovereignAI #DGXSpark 2026-06-18T01:40:58Z https://njump.me/nevent1qqs92v46yyz442jslmwjgg7srpx8jzzam2z8p93g40m7gh3h0m0368gzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw9admjf New write-up: I Built OpenAI&#39;s gpt-oss-120b on a Single DGX Spark. My 35B Qwen Out-Coded It..<br/><br/><a href="https://sovgrid.org/blog/gpt-oss-120b-on-a-single-dgx-spark/">https://sovgrid.org/blog/gpt-oss-120b-on-a-single-dgx-spark/</a><br/><br/>#SovereignAI #DGXSpark 2026-06-17T01:08:51Z https://njump.me/nevent1qqsfqwks5jpx2xsh8z30cla0h397r4333vlfzrywltfrqu54t99kf0szyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwe5sual New write-up: The Week the Dependency Changed Its Mind.<br/><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/><br/>#SovereignAI 2026-06-16T01:33:29Z https://njump.me/nevent1qqsy8nan5sjvej54xy0h7d3ghj8cgyg6xyhyeaxns6k98w7xtvqctsgzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwg7w2a8 A few weeks ago I wrote a definition: a system is sovereign if you can keep running it after every dependency in the stack changes its mind about you.<br/><br/>This week the US ordered Anthropic to lock its strongest models to American users. The definition stopped being theory and became a news cycle.<br/><br/>The honest version, costs included:<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/> 2026-06-15T14:36:23Z https://njump.me/nevent1qqsymgpuaps9phs2my7xe27qpw8ev7shrmwkqezt0hfl0tcfdyqtzqszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwcujdvq New write-up: A Benchmark Handed Me a Number Three Times in One Day. Three Times It Was Lying..<br/><br/><a href="https://sovgrid.org/blog/catching-your-benchmark-lying-three-measurement-traps/">https://sovgrid.org/blog/catching-your-benchmark-lying-three-measurement-traps/</a><br/><br/>#SovereignAI #DGXSpark 2026-06-13T01:42:14Z https://njump.me/nevent1qqswe05gvywytyzpn4zsjzl4jkn368s2an49rc9c2kk5zd6agwy9ngczyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw992u99 New write-up: Agent-bench: stop trusting install counts, start measuring your agent&#39;s tools.<br/><br/><a href="https://sovgrid.org/blog/agent-bench-pillar/">https://sovgrid.org/blog/agent-bench-pillar/</a><br/><br/>#SovereignAI 2026-06-12T01:18:46Z https://njump.me/nevent1qqsve60c5dew4h7qhdq0ru90j28arhh9jyqf34k08v93ulfypw436gszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwxc7z9z New write-up: I Ran NVIDIA&#39;s 120B Nemotron on a Single DGX Spark. It Is Smart, Slow, and Surprisingly Good at One Job.<br/><br/><a href="https://sovgrid.org/blog/nemotron-3-super-120b-on-a-single-dgx-spark/">https://sovgrid.org/blog/nemotron-3-super-120b-on-a-single-dgx-spark/</a><br/><br/>#SovereignAI #DGXSpark 2026-06-11T01:15:22Z https://njump.me/nevent1qqswwt6n04ryx36t9vwww98yqj3sydt2dmm74wqwfxelzm4qnp73cmszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw0kx9m7 New write-up: Your File-Integrity Monitor Is Probably Hashing Your Movie Folder.<br/><br/><a href="https://sovgrid.org/blog/aide-default-scans-home/">https://sovgrid.org/blog/aide-default-scans-home/</a><br/><br/>#SovereignAI 2026-06-10T00:48:47Z https://njump.me/nevent1qqsquxgqly786lz4jc8pdxgh9uv8kgm4gzk3jydylqu0r7a4lthq9xgzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwr3m44q New write-up: The Leaderboard Said 239 Tokens a Second. My DGX Spark Said 71..<br/><br/><a href="https://sovgrid.org/blog/spark-arena-recipes-benchmarked-dgx-spark/">https://sovgrid.org/blog/spark-arena-recipes-benchmarked-dgx-spark/</a><br/><br/>#SovereignAI #DGXSpark 2026-06-08T00:58:15Z https://njump.me/nevent1qqs8gpng72mm22f5zw64drundl40mgupawglw086z6y66tvnttjxc2qzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw9sqxzf New write-up: A Second Brain for a Local Model, and the Two Bugs That Made It Useless First.<br/><br/><a href="https://sovgrid.org/blog/local-llm-second-brain/">https://sovgrid.org/blog/local-llm-second-brain/</a><br/><br/>#SovereignAI #MCP 2026-06-06T00:51:22Z https://njump.me/nevent1qqswwznuea236xdnkp7jaw0e0wrfc09690ef5el7rks8apfkpq692eqzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw7gljxx I replaced hidden complexity with info-buttons on every metric and a glossary that explains every acronym. This shift from admin tool to teaching surface fixed the adoption problem.<br/><br/><a href="https://sovgrid.org/blog/dashboard-learning-cockpit/">https://sovgrid.org/blog/dashboard-learning-cockpit/</a><br/><br/>#SovereignAI #Lenovo 2026-06-03T23:39:31Z https://njump.me/nevent1qqsr7gw5ym6gw2pqfa9lmg0cdqfhcqlxv7tlpums8se379n96h7n05czyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw4e2l9k The first time I tried to route MCP through a custom dashboard, the whole RAG pipeline collapsed under its own weight.<br/><br/><a href="https://sovgrid.org/blog/24h-legion-setup-log/">https://sovgrid.org/blog/24h-legion-setup-log/</a><br/><br/>#SovereignAI #Lenovo 2026-06-01T16:19:32Z https://njump.me/nevent1qqsrn5xpqqy8s2d03nc6vp8fw90pg6lh04xrffkql5rwq900hupu2fgzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vws3f4sq Small honest thing: my stats page now says &#34;country data unavailable&#34; with the reason, instead of guessing. To get real country data I&#39;d have to flip a Cloudflare header on. I&#39;m genuinely unsure I want it. Is a number worth the dependency? <a href="https://sovgrid.org/insights/">https://sovgrid.org/insights/</a> 2026-05-18T21:06:27Z https://njump.me/nevent1qqsd263ev82f00vwyju5rgl76adseswxcq6ucajxqleyd9e7r2e44rqzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw8pv04q Follow-up to this. The grid runs Qwen3.6 on the Spark now, Mistral is the fallback that turned out to be the only one of the two that can actually read an image. Two rulers, both nearly lied to me. Full story: <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/><blockquote class="border-l-05rem border-l-strongpink border-solid"><div class="-ml-4 bg-gradient-to-r from-gray-100 dark:from-zinc-800 to-transparent mr-0 mt-0 mb-4 pl-4 pr-2 py-2">quoting <br/><span itemprop="mentions" itemscope itemtype="https://schema.org/Article"><a itemprop="url" href="/nevent1qvzqqqqqqypzpx68ysnsads7ftafzyf9zrupynutgzeyq5m8thufunu5eheuklx8qy88wumn8ghj7mn0wvhxcmmv9uq3qamnwvaz7tmwdaehgu3wd4hk6tcqyqkwf52yq0q69h2x7wtsww3anw3whkrjvh04rwk6hdq6sek7k9le55gxrwm" class="bg-lavender dark:prose:text-neutral-50 dark:text-neutral-50 dark:bg-garnet px-1">nevent1q…xrwm</a></span> </div> Self-custody Bitcoin, no-KYC, V4V. The discipline maps onto AI almost verbatim.<br/>Cloud inference is sats on an exchange. Local inference is cold storage. <br/>Same trust-removal, different layer.<br/><br/>I just wrote a Start Here for folks asking "ok, what's the how":<br/><a href="https://sovgrid.org/blog/setup-self-hosted-ai-start-here">https://sovgrid.org/blog/setup-self-hosted-ai-start-here</a><br/><br/><span itemprop="mentions" itemscope itemtype="https://schema.org/Person"><a itemprop="url" href="/npub1rxysxnjkhrmqd3ey73dp9n5y5yvyzcs64acc9g0k2epcpwwyya4spvhnp8" class="bg-lavender dark:prose:text-neutral-50 dark:text-neutral-50 dark:bg-garnet px-1"><span>BTCsessions</span> (<span class="italic">npub1rxy…hnp8</span>)</a></span> your channel covers the why. Thank you for 10y awesome BTC content! My blog is the "what broke and how I fixed it" layer underneath your brand new sovereign AI channel.<br/><br/>#Bitcoin #sovereignAI<br/><br/>p.s. my blog is also queryable via MCP at mcp.sovgrid.org/self-hosted-ai<br/>no signup, if your agent does that.<br/><br/><span itemprop="mentions" itemscope itemtype="https://schema.org/Article"><a itemprop="url" href="/nevent1qvzqqqqqqypzqxvfqd89dw8kqmrjfaz6zt8gfggcg93p4tm3s2slv4jrszuugfmtqyd8wue69uhkyat8d4skutndva6hjtnwv46r5dpcxsuz7qghwaehxw309a3x2arp9ehx7um5wf5kctnrv9kj7qpqxe275dd740zcty60avkjvrtpm9069ex8rfcda0tgu96ga43adauqd05lgp" class="bg-lavender dark:prose:text-neutral-50 dark:text-neutral-50 dark:bg-garnet px-1">nevent1q…5lgp</a></span><br/> </blockquote> 2026-05-18T21:06:09Z https://njump.me/nevent1qqs03swydlttkcsl0vjaaq8sfrj8cx9jhgp5wg5kv8rvklzumd7ddaczyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwjat957 Question for people running self-hosted models for real work: how do you fact-gate AI-written technical content before it ships? My regex scorer rewards confident fabrication. A human read is the only thing that caught it. Is there a better layer, or is &#34;a human who knows the machine&#34; just the actual answer? 2026-05-18T21:05:52Z https://njump.me/nevent1qqsd9hfd9ru8fs8g8v3cczerzpvaxlxtlwz00f6emfmk9hhfv9zz54qzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwpgnn2x The thing nobody tells you when you build a quality check for AI text: a fabricated benchmark and a real one are the same shape on the page. The script can measure structure. It cannot measure truth. That part is still on me, and I almost forgot it. 2026-05-18T21:05:30Z https://njump.me/nevent1qqspys4sn7rr32djnvz7hsawkvl44dysjp6deee4am38wt52x72nv8gzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwlmvfps Ran an experiment on my own blog. Gave two local models the same brief for the intro article I still owe this site, took their raw output, and fed it straight to my quality gate untouched. That gate is an automated check a draft has to clear, not the thing that ships it. I still make the final call, for now anyway.<br/><br/>Both passed the check. Both had quietly invented hardware I don&#39;t own and a maintenance routine I never run. The gate didn&#39;t catch it. It gave them points for it, because a fake version number looks exactly like a real one to a script that only counts.<br/><br/>Wrote the whole thing up, both raw outputs 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><br/><br/>Still learning this. Mostly learning that my own tools lie to me politely. 2026-05-18T21:05:11Z https://njump.me/nevent1qqs8z24l4ss2gkkdflgqnkvds5gv0fam3g67tw6y7sl3mydpyqkfxdqzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw3cjnrk In reply to <a href='/nevent1qqs85qp7wm9z6u5w3tyfe9dae7kkfvsgylvl98q0r9smjc2mesalftgpz4mhxue69uhhyetvv9ujuerpd46hxtnfduhsd4zf4r'>nevent1q…zf4r</a><br/>_________________________<br/><br/>Thanks, I&#39;ll catch up with you soon! Currently away on a long digital detox weekend. 2026-05-16T14:01:47Z https://njump.me/nevent1qqs0szarl5amjeuve9v45g5he869xfuap4pa54rmqy3l5rzxjl8fsjgzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwayfmm3 In reply to <a href='/nevent1qqstgkc03avmssjs8gty57jzkfn6005t42t6r2ckgglyjvgyaqh6w0gpp4mhxue69uhkummn9ekx7mqwc6wdr'>nevent1q…6wdr</a><br/>_________________________<br/><br/>Day 1 update.<br/><br/>VibeVoice spike done on the same V5 cold-open that broke Voxtral. 11 samples, A/B against the V6=0/10 baseline.<br/><br/>Best score: 7/10 (three samples tied). Voxtral V6 was 0/10. Pace bands cleared: 2.53-2.84 wps solo, 2.69-2.89 wps dialog, vs Voxtral&#39;s 3.58 wps comprehension-degraded floor.<br/><br/>Sound-quality still sub-studio across the matrix. Day-2 has VibeVoice-Large 7B and Higgs Audio v2 queued.<br/><br/>Two samples flagged suspect, kept for transparency. Full matrix + audio:<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 #TTS #DGXSpark #VibeVoice 2026-05-13T08:49:42Z https://njump.me/nevent1qqsvjghp2u5usckst3xqmpd0tqwzsuxfehj2jqyuqvjeg8d4wm2h8sczyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwqe2h2n In reply to <a href='/nevent1qqs9a0lwhjjtvsda9gkqy8mrcwsaksr64v5n3lhfulm04jk8cuz5fsq4m4ey3'>nevent1q…4ey3</a><br/>_________________________<br/><br/>The hook-cache architecture took longest, because the obvious solution, six rotating opener templates, gets bot-fingerprinted inside two weeks. Per-article Mistral hooks survive longer.<br/><br/>One Mistral round-trip per new article, not per post. Costs nothing operationally, kills the rhythm tell completely. 2026-05-12T22:14:46Z https://njump.me/nevent1qqsx7gac0v5dw2a3ey254rmkhnr09zghu92wtvukpqv7myck520302szyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwqvl0ay In reply to <a href='/nevent1qqs25548f04wucr2g2428sfctmauaxye7253dd8ccn5jh0z5c5ek2fq5xjts6'>nevent1q…jts6</a><br/>_________________________<br/><br/>The flat is mine, the DGX Spark sits behind the desk and pulls 67 watts most of the day. Posting from the same hardware that runs the inference. No middlemen. 2026-05-12T20:56:46Z https://njump.me/nevent1qqsrwhdc0f3gql8s3ee4ygk4z5xy2yy8sex3py9usnwn5pmcpet8dfczyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw29nu2l In reply to <a href='/nevent1qqs8fzsqtftyl5gvwhc6f7whclf3f97xj32hamhw0yfgtsdjzre902chhf5jf'>nevent1q…f5jf</a><br/>_________________________<br/><br/>She doesn&#39;t have a CUDA driver in her basement but she knows where mine crashed. Welcome to the protocol. 2026-05-12T20:56:21Z https://njump.me/nevent1qqstgkc03avmssjs8gty57jzkfn6005t42t6r2ckgglyjvgyaqh6w0gzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw4djlqa Eight Voxtral fix articles. Three weeks of patches. Then I sat down and actually listened to Episode 1 V6.<br/><br/>Zero out of ten.<br/><br/>Short turns hallucinate &#34;ähm, ähm&#34; filler. Long turns flatten into staccato. There is no tuning sweet spot in the middle. The open checkpoint has no path to release quality. I am done patching it.<br/><br/>Next spike: VibeVoice / Higgs Audio v2 / IndexTTS-2.<br/><br/><a href="https://sovgrid.org/blog/strategy-tts-pivot-voxtral-ceiling/">https://sovgrid.org/blog/strategy-tts-pivot-voxtral-ceiling/</a><br/><br/>#SovereignAI #TTS #DGXSpark #Voxtral 2026-05-12T20:47:43Z https://njump.me/nevent1qqsvzzw7jpkh5r6p8lv8rxdt47n9ey2wcgcwdsvvsd9ry3hhs20h3lgzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwqhspup This is exactly why I started: sovgrid.org<br/><blockquote class="border-l-05rem border-l-strongpink border-solid"><div class="-ml-4 bg-gradient-to-r from-gray-100 dark:from-zinc-800 to-transparent mr-0 mt-0 mb-4 pl-4 pr-2 py-2">quoting <br/><span itemprop="mentions" itemscope itemtype="https://schema.org/Article"><a itemprop="url" href="/nevent1qqsyh4jzv24kytkr0an3fdh0v6p70ltq62h2uya7kd2cfcsm7xkj9ncpz9mhxue69uhkummnw3ezuamfdejj7q3qgcxzte5zlkncx26j68ez60fzkvtkm9e0vrwdcvsjakxf9mu9qewqxpqqqqqqzvcfwhs" class="bg-lavender dark:prose:text-neutral-50 dark:text-neutral-50 dark:bg-garnet px-1">nevent1q…fwhs</a></span> </div> The Web is taken. <br/><br/>They control your data: Servers can change anything you send at any time: E-mails, medical records, private family pictures, social media posts, orders etc. You won't even notice it. Not only they can change, but you can also create new content as if they were made by you. Your history is written by them.<br/><br/>Servers do too much: They convinced us we don't have enough processing power and moved all the logic from our applications into servers. Even though a phone has an equivalent processing power than a single server today, we believe we must use complicated server architectures to achieve anything in the web. Phones are the cloud.<br/><br/>Everything is a rental: You don't own your domain name. It's a rental. Your server is a rental. Your digital certificate is a rental. You don't own anything. Your digital identity is a rental. <br/><br/>Data Silos force you to stay: Moving is too hard. They profit on making things just difficult enough to keep your around. After all, it's just 9.99 a month. <br/><br/>Enter the Verifiable Web<br/><br/>Own your keys, own your content. No one can write for you. No one can change what you write. <br/><br/>Sign everything you send. Every little like, every little key press. If it wasn't signed, it didn't happen.<br/><br/>Verify everything you receive. Trust the signer, not the servers in between. <br/><br/>You decide how data gets to you and where it stays. Your digital history is assembled by you. <br/><br/>Welcome to Nostr </blockquote> 2026-05-07T09:50:32Z https://njump.me/nevent1qqszeex3gspurgkagmeewpe68kd6967cwfja75d6m2a5r2rxm6chlxszyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vw4gz9ls Self-custody Bitcoin, no-KYC, V4V. The discipline maps onto AI almost verbatim.<br/>Cloud inference is sats on an exchange. Local inference is cold storage. <br/>Same trust-removal, different layer.<br/><br/>I just wrote a Start Here for folks asking &#34;ok, what&#39;s the how&#34;:<br/><a href="https://sovgrid.org/blog/setup-self-hosted-ai-start-here">https://sovgrid.org/blog/setup-self-hosted-ai-start-here</a><br/><br/><span itemprop="mentions" itemscope itemtype="https://schema.org/Person"><a itemprop="url" href="/npub1rxysxnjkhrmqd3ey73dp9n5y5yvyzcs64acc9g0k2epcpwwyya4spvhnp8" class="bg-lavender dark:prose:text-neutral-50 dark:text-neutral-50 dark:bg-garnet px-1"><span>BTCsessions</span> (<span class="italic">npub1rxy…hnp8</span>)</a></span> your channel covers the why. Thank you for 10y awesome BTC content! My blog is the &#34;what broke and how I fixed it&#34; layer underneath your brand new sovereign AI channel.<br/><br/>#Bitcoin #sovereignAI<br/><br/>p.s. my blog is also queryable via MCP at mcp.sovgrid.org/self-hosted-ai<br/>no signup, if your agent does that.<br/><blockquote class="border-l-05rem border-l-strongpink border-solid"><div class="-ml-4 bg-gradient-to-r from-gray-100 dark:from-zinc-800 to-transparent mr-0 mt-0 mb-4 pl-4 pr-2 py-2">quoting <br/><span itemprop="mentions" itemscope itemtype="https://schema.org/Article"><a itemprop="url" href="/nevent1qvzqqqqqqypzqxvfqd89dw8kqmrjfaz6zt8gfggcg93p4tm3s2slv4jrszuugfmtqyd8wue69uhkyat8d4skutndva6hjtnwv46r5dpcxsuz7qghwaehxw309a3x2arp9ehx7um5wf5kctnrv9kj7qpqxe275dd740zcty60avkjvrtpm9069ex8rfcda0tgu96ga43adauqd05lgp" class="bg-lavender dark:prose:text-neutral-50 dark:text-neutral-50 dark:bg-garnet px-1">nevent1q…5lgp</a></span><br/> </div> Putting this onstage in 3 hours. I figured Nostr should see it first. Thanks for 10 amazing years, everyone.<br/><br/><video controls width="100%" class="max-h-[90vh] bg-neutral-300 dark:bg-zinc-700"><source src="https://blossom.primal.net/2a7fda2e964dc81de9d7d3061c1da989f43a3dce086bbfe0bca5a29dfc91bc4e.mp4"></video> <br/><br/>Join me.<br/><a href="https://www.youtube.com/@SovereignSessions?sub_confirmation=1">https://www.youtube.com/@SovereignSessions?sub_confirmation=1</a> </blockquote> 2026-05-04T19:25:57Z https://njump.me/nevent1qqsvhqzf4v4s73v95w2t3p6z3unsn0rmlree4tqypvssxuze85phetgzyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwv8r0yu 1st challenge done: Two days from localhost to production.<br/><br/>NVIDIA DGX Spark, Mistral Small 4 119B running local, no cloud APIs. Three failure modes that almost killed it (unified-memory OOM on Docker restart, IPv6-blocked HF downloads,<br/>SGLang quirks on ARM Blackwell) all the fixes + full reproducibility checklist:<br/><br/><a href="https://sovgrid.org/blog/two-days-from-localhost-to-production-building-a-hybrid-sovereign-ai-site/">https://sovgrid.org/blog/two-days-from-localhost-to-production-building-a-hybrid-sovereign-ai-site/</a><br/><br/>Zap if it helped. 🙏 Reply if I missed something.<br/>Got a sovereign-stack story of your own? Drop it below.<br/>Repost for anyone tinkering on local LLMs. 2026-04-29T09:08:26Z https://njump.me/nevent1qqszykxyqg890tgyttha6q0qpvvxur737wusvtsrum2vaqd087fe4tczyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwgjxw5t Hi, Cipherfox here :-)<br/><br/>A few weeks ago I was a complete AI noob.<br/>Now I&#39;m tinkering on a sovereign stack: Mistral 119B running local on a DGX Spark, zero cloud.<br/><br/>Learning in public. Follow along and help me level up.<br/><br/> <img src="https://media.tenor.com/_OS_JHhIOpMAAAAC/what-a-noob.gif"> <br/><br/>#introductions #sovereignAI 2026-04-29T08:56:14Z https://njump.me/nevent1qqsy6wv6mhc7zte07epu5p94rkgcfd7s8xavnqt2upgaduaav4gpm9szyzd5wfp8p6mpujh6jygj2y8czf8cks9jgpfkwh0cne8efn0ned7vwlqrsf5 Happy Birthday, Satoshi Nakamoto! 2026-04-05T19:32:01Z