{"id":13631,"date":"2025-12-26T11:22:44","date_gmt":"2025-12-26T11:22:44","guid":{"rendered":"https:\/\/davelevy.info\/wiki\/?p=13631"},"modified":"2026-11-04T19:07:04","modified_gmt":"2026-11-04T19:07:04","slug":"some-thoughts-on-ai","status":"publish","type":"post","link":"https:\/\/davelevy.info\/wiki\/some-thoughts-on-ai\/","title":{"rendered":"Some thoughts on AI"},"content":{"rendered":"\n

Is there an alternative architecture? Can we build distributed open source rules bases? What is the learning layer? Does it inhibit innovation? See the comments for a record of how this page was amended. Below, or overleaf are my notes and links … <\/p>\n\n\n\n\n\n\n\n

Innovation<\/h3>\n\n\n\n
    \n
  1. AI’s black hole<\/a> by me on linkedin, on how copyright limits AIs’ knowledge base.<\/li>\n\n\n\n
  2. I asked google, “how does AI diminish innovation”, it replied “Yes”<\/a>, through homogenisation, an optimisation preference, limited solution testing, and unwarranted trust. Google also offers a series of white papers on the topic.<\/li>\n<\/ol>\n\n\n\n

    Links on the science<\/h3>\n\n\n\n
      \n
    1. Google Gemini, on “What is the information systems architecture of an LLM<\/a>? Please document sources?”<\/li>\n\n\n\n
    2. In trying to get to the bottom of the architecture, I asked google, “Which neural network products are used by the top LLMs?<\/a>“<\/li>\n\n\n\n
    3. And followed that up by asking google gemini, “What is a transformer neural net? Please quote sources?<\/a>“. <\/li>\n<\/ol>\n\n\n\n

      Additionally, this white paper came out recently.<\/p>\n\n\n\n

        \n
      1. Google on how to attack an LLM<\/a>, a white paper<\/li>\n<\/ol>\n\n\n\n

        Links<\/h3>\n\n\n\n
          \n
        1. https:\/\/www.instaclustr.com\/education\/open-source-ai\/top-10-open-source-llms-for-2025\/<\/a>, from instacluster; I have skimmed this once, there are some interesting things here.<\/li>\n\n\n\n
        2. https:\/\/www.prismetric.com\/how-to-build-ai-agent-with-deepseek\/<\/a><\/li>\n\n\n\n
        3. https:\/\/www.astronomer.io\/blog\/ask-astro-open-source-llm-application-apache-airflow\/<\/a><\/li>\n<\/ol>\n\n\n\n

          Google AI insights says, “The Apache Software Foundation (ASF) does not develop a single, proprietary large language model (LLM) itself. Instead, it provides a foundation of open-source projects and tools<\/strong> that are widely used to build, manage, operationalize, and deploy LLM-powered applications and workflows.” <\/p>\n\n\n\n

          Today, and I need to look more, it seems none of these are about the rules base, I wonder if that’s deliberate and caused by the search engines and new players enclosing their search indexes. We’ve already learnt Google are doing this<\/a>. <\/p>\n\n\n\n

          More<\/h3>\n\n\n\n

          I have found a lot on the topic, here is my bookmarks tagged ‘artificialintelligence<\/a>, and also the the rss feed’<\/a>, here are the most recent six<\/p>\n\n\n

          An error occurred while fetching the feed.<\/div>","protected":false},"excerpt":{"rendered":"

          Is there an alternative architecture? Can we build distributed open source rules bases? What is the learning layer? Does it inhibit innovation? See the comments for a record of how this page was amended. Below, or overleaf are my notes and links …<\/p>\n","protected":false},"author":1,"featured_media":13632,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":"","_share_on_mastodon":"0"},"categories":[3],"tags":[2012,2011,286,1211,675,285,911],"class_list":["post-13631","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-ai","tag-artificialintelligence","tag-floss","tag-innovation","tag-it","tag-open-source","tag-technology"],"share_on_mastodon":{"url":"https:\/\/mastodon.social\/@davelevy_eu\/115785607838839977","error":""},"jetpack_featured_media_url":"https:\/\/davelevy.info\/wiki\/wp-content\/uploads\/2025\/12\/ai-stevejohnson-_0iV9LmPDn0-unsplash-h720.jpg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/davelevy.info\/wiki\/wp-json\/wp\/v2\/posts\/13631","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/davelevy.info\/wiki\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/davelevy.info\/wiki\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/davelevy.info\/wiki\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/davelevy.info\/wiki\/wp-json\/wp\/v2\/comments?post=13631"}],"version-history":[{"count":7,"href":"https:\/\/davelevy.info\/wiki\/wp-json\/wp\/v2\/posts\/13631\/revisions"}],"predecessor-version":[{"id":15017,"href":"https:\/\/davelevy.info\/wiki\/wp-json\/wp\/v2\/posts\/13631\/revisions\/15017"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/davelevy.info\/wiki\/wp-json\/wp\/v2\/media\/13632"}],"wp:attachment":[{"href":"https:\/\/davelevy.info\/wiki\/wp-json\/wp\/v2\/media?parent=13631"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/davelevy.info\/wiki\/wp-json\/wp\/v2\/categories?post=13631"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/davelevy.info\/wiki\/wp-json\/wp\/v2\/tags?post=13631"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}