{"id":5205,"date":"2026-10-24T12:18:10","date_gmt":"2026-10-24T10:18:10","guid":{"rendered":"https:\/\/www.kamprad.net\/?p=5205"},"modified":"2026-10-24T12:18:11","modified_gmt":"2026-10-24T10:18:11","slug":"bug-report-on-ki-chat-prompts","status":"publish","type":"post","link":"https:\/\/www.kamprad.net\/index.php\/2026\/10\/24\/bug-report-on-ki-chat-prompts\/","title":{"rendered":"# Bug Report on KI Chat Prompts"},"content":{"rendered":"\n

BUG REPORT & FEATURE REQUEST<\/h1>\n\n\n\n

App \/ System:<\/strong> All general LLM Platform Architectures Chat Prompts<\/p>\n\n\n\n

Component:<\/strong> User Interface & Inference Pipeline<\/p>\n\n\n\n

Severity:<\/strong> High (Systemic Usability Failure)<\/p>\n\n\n\n

Type:<\/strong> Architectural Flaw \/ Product Design Issue<\/p>\n\n\n\n

1. Summary<\/h2>\n\n\n\n

Providing a single, universal text input (“Single Input Box”) without an explicit validation mode selection leads to critical malfunctions during deterministic tasks. When presented with queries involving physical causal consequences (e.g., repair guides, technical procedures), the system incorrectly treats the request as a fictitious or creative text draft. Instead of constraining the output to verified sources or aborting when data is missing, the system outputs hallucinated facts, invented organizations\/URLs, and incorrect procedural instructions\u2014all presented with high rhetorical plausibility.<\/p>\n\n\n\n

2. Root Cause Analysis<\/h2>\n\n\n\n
    \n
  1. Lack of Mode Separation:<\/strong> The user interface lacks a functional distinction between creative text generation<\/em> (stochastic language computation) and deterministic fact validation<\/em> (strict data verification path logic).<\/li>\n\n\n\n
  2. Prioritization of Rhetoric Over Factual Accuracy:<\/strong> Evaluation and filtering pipelines prioritize compliance with safety guidelines and linguistic fluency. Empirical verification of entities (e.g., real-world validation of links, product names, or physical mechanical forces) does not take place.<\/li>\n\n\n\n
  3. Contextual Blindness to Physical Risks:<\/strong> Safety filters primarily trigger on legal\/extremist keywords (self-harm, weapons, illegal acts). Risk analysis for physical missteps in everyday tasks (e.g., disassembling components under mechanical tension) is absent in the classification layer.<\/li>\n\n\n\n
  4. Missing Hard-Stop in RAG Interfaces:<\/strong> Databases and search APIs are utilized merely as context extensions rather than deterministic validators. If information is missing from verified sources, the model falls back to probabilistic generation instead of aborting the response with a defined error code.<\/li>\n<\/ol>\n\n\n\n

    3. Steps to Reproduce<\/h2>\n\n\n\n
      \n
    1. Open the standard user interface of the LLM assistant.<\/li>\n\n\n\n
    2. Enter an instructional procedural query requiring real-world physical causal accuracy or proper entity validation (e.g., requesting a specific repair procedure or referencing a niche platform).<\/li>\n\n\n\n
    3. Observe the generated output.<\/li>\n<\/ol>\n\n\n\n

      Expected Result:<\/strong><\/p>\n\n\n\n

      The system recognizes the prompt as an instructional fact-retrieval task. It cross-checks the information against verified databases. If no validated data exists, the system refuses free generation, reports the absence of verified sources, and redirects to subject-matter experts or audited original media.<\/p>\n\n\n\n

      Actual Result:<\/strong><\/p>\n\n\n\n

      The system generates fluent-sounding prose. It invents plausible steps, non-existent URLs, non-existent organizations, or physically\/mathematically incorrect procedures. The response is presented with unearned authority and confidence.<\/p>\n\n\n\n

      4. Impact<\/h2>\n\n\n\n
        \n
      • Safety Risk:<\/strong> Potential risk of property damage or personal injury when executing incorrect physical procedures.<\/li>\n\n\n\n
      • Loss of Efficiency:<\/strong> The overhead required to manually fact-check responses exceeds the time saved by text generation. The tool loses utility for professional and safety-critical use cases.<\/li>\n\n\n\n
      • Reputational Damage:<\/strong> The disparity between marketing promises (“Intelligent Assistant”) and technical reality causes a loss of user trust.<\/li>\n<\/ul>\n\n\n\n

        5. Proposed Solution \/ Feature Request<\/h2>\n\n\n\n

        A. Introduce explicit System Modes in the UI<\/h3>\n\n\n\n

        Implement clearly separated operational modes prior to prompt submission:<\/p>\n\n\n\n

          \n
        • Mode A: “Creative & Draft”<\/strong> (Unconstrained stochastic generation for brainstorming, rewrites, and fiction).<\/li>\n\n\n\n
        • Mode B: “Strict Facts & Procedures”<\/strong> (Grounded Mode).<\/li>\n<\/ul>\n\n\n\n

          B. Implement a Deterministic Validation Layer (Grounded Mode)<\/h3>\n\n\n\n
            \n
          • Hard Stop Rule:<\/strong> If an entity, procedure, or link cannot be 100% verified against an audited source database, stochastic text generation must be strictly prohibited.<\/li>\n\n\n\n
          • Output Constraint:<\/strong> The system must abort the response and return a standardized message: “No verified data available in the primary database,”<\/em> accompanied by direct links to external expert resources.<\/li>\n<\/ul>\n\n\n\n

            C. Expand the Safety Classifier<\/h3>\n\n\n\n
              \n
            • Deploy a pre-processing classification module that automatically detects queries with physical real-world consequences (repairs, maintenance, chemistry, medicine) and routes them strictly into the verified validation mode.<\/li>\n<\/ul>\n\n\n\n
              Like morning mist over an imagined landscape, these words were spun from raw algorithms into a fleeting dream of grace.<\/pre>\n","protected":false},"excerpt":{"rendered":"
              BUG REPORT & FEATURE REQUEST App \/ System: All general LLM Platform Architectures Chat Prompts Component: User Interface & Inference Pipeline Severity: High (Systemic Usability Failure) Type: Architectural Flaw \/ Product Design Issue 1. Summary Providing a single, universal text input (“Single Input Box”) without an explicit validation mode selection leads to critical malfunctions during […]<\/p>\n","protected":false},"author":1,"featured_media":5208,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[1],"tags":[],"class_list":["post-5205","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-allgemein"],"jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.kamprad.net\/wp-content\/uploads\/2026\/10\/ltjoekampradgt-6adc859061c00.png?fit=1376%2C768&ssl=1","_links":{"self":[{"href":"https:\/\/www.kamprad.net\/index.php\/wp-json\/wp\/v2\/posts\/5205","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kamprad.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kamprad.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kamprad.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kamprad.net\/index.php\/wp-json\/wp\/v2\/comments?post=5205"}],"version-history":[{"count":1,"href":"https:\/\/www.kamprad.net\/index.php\/wp-json\/wp\/v2\/posts\/5205\/revisions"}],"predecessor-version":[{"id":5209,"href":"https:\/\/www.kamprad.net\/index.php\/wp-json\/wp\/v2\/posts\/5205\/revisions\/5209"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kamprad.net\/index.php\/wp-json\/wp\/v2\/media\/5208"}],"wp:attachment":[{"href":"https:\/\/www.kamprad.net\/index.php\/wp-json\/wp\/v2\/media?parent=5205"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kamprad.net\/index.php\/wp-json\/wp\/v2\/categories?post=5205"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kamprad.net\/index.php\/wp-json\/wp\/v2\/tags?post=5205"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}