{
  "site": "https://thataiguy.org",
  "answers": [
    {
      "question": "Do we need our own servers?",
      "answer": "Not necessarily. The deployment choice follows your constraints and workload. An assessment compares local, hosted, and hybrid options before committing to infrastructure.",
      "url": "https://thataiguy.org/solutions/private-ai/"
    },
    {
      "question": "Can it use our existing documents?",
      "answer": "That is a common starting point. File quality, permissions, update frequency, and retrieval accuracy need to be checked first.",
      "url": "https://thataiguy.org/solutions/private-ai/"
    },
    {
      "question": "Is this an off-the-shelf AGI product?",
      "answer": "No. Commercial work is scoped around specific tasks and measurable acceptance tests. Independent research is presented separately.",
      "url": "https://thataiguy.org/solutions/private-ai/"
    },
    {
      "question": "Will every answer include a source?",
      "answer": "For an evidence-grounded workflow, the interface and evaluation can require source references and a clear no-answer state.",
      "url": "https://thataiguy.org/solutions/knowledge-systems/"
    },
    {
      "question": "What happens when a document changes?",
      "answer": "The update and removal process is specified during discovery. The system should not silently keep using superseded information.",
      "url": "https://thataiguy.org/solutions/knowledge-systems/"
    },
    {
      "question": "Do we have to replace our current tools?",
      "answer": "The assessment starts with what you already use. Replacing a tool is a separate decision, not the default.",
      "url": "https://thataiguy.org/solutions/automation/"
    },
    {
      "question": "What happens when an integration goes down?",
      "answer": "The implementation should include retry rules, visible failure states, and a documented manual path. Those behaviors belong in the acceptance tests.",
      "url": "https://thataiguy.org/solutions/automation/"
    },
    {
      "question": "Does everything need to be 3D?",
      "answer": "No. The right mix may include real-time graphics, painted layers, shaders, semantic HTML, and ordinary CSS. The technique should serve the image.",
      "url": "https://thataiguy.org/solutions/creative-technology/"
    },
    {
      "question": "Will the site work without animation?",
      "answer": "Core content and navigation should remain available in an intentional still version. Motion is an enhancement, not a requirement for access.",
      "url": "https://thataiguy.org/solutions/creative-technology/"
    },
    {
      "question": "What does the declaration manuscript investigate?",
      "answer": "It separates declaration, persistent state change, and their possible causal relationship. The empirical case is an exploratory secondary analysis of 167 saved adapter checkpoints from one public training run.",
      "url": "https://thataiguy.org/research/declaration-and-persistent-state-change/"
    },
    {
      "question": "Does the manuscript establish artificial consciousness?",
      "answer": "No. It reports persistent parameter change and operator geometry. Declaration events, subjective experience, and the proposed feedback experiment were not measured in that analysis.",
      "url": "https://thataiguy.org/research/declaration-and-persistent-state-change/"
    },
    {
      "question": "Are the supplementary analysis files included?",
      "answer": "The supplied ZIP contains one Word manuscript. The four embedded figures and equations are available in this web edition, but Supplementary Material S1 and the raw checkpoint tensors are not hosted in this release.",
      "url": "https://thataiguy.org/research/declaration-and-persistent-state-change/"
    },
    {
      "question": "What does the combined research report cover?",
      "answer": "It reviews preserved manuscripts, orchestration scripts, measurement exports, state snapshots, federation records, and recovery leads from an earlier research collection. It separates file-level observations from scientific interpretation.",
      "url": "https://thataiguy.org/research/combined-research-report/"
    },
    {
      "question": "Does the report include a complete executable research system?",
      "answer": "No. The report identifies missing core implementations, measurement provenance, and supporting payloads. A named file or catalog entry is not treated as a recovered executable system.",
      "url": "https://thataiguy.org/research/combined-research-report/"
    },
    {
      "question": "Are the manuscript and the archive report the same study?",
      "answer": "No. The declaration manuscript analyzes public LoRA training checkpoints. The combined report reviews an earlier ThatAIGuy and Seferim research archive. Their measurements and conclusions should not be pooled.",
      "url": "https://thataiguy.org/research/combined-research-report/"
    },
    {
      "question": "What is the Consciousness Atlas?",
      "answer": "A source-grounded learning and research collection by Joseph Anady with five courses, 25 lessons, 100 practice questions and seven interactive labs. Its archive includes 2,910 mathematical records and 6,643 canonical source records. These are documentation counts, not proof of subjective consciousness.",
      "url": "https://thataiguy.org/consciousness-atlas/"
    }
  ]
}