Subjects are the human-facing map across Q10. A product may belong to several subjects, and a subject may connect products from several Q families. Use this page to enter by topic rather than by product name.
Claims, sources, provenance, contradictions, uncertainty, truth boundaries, evidence fabrics and receipts.
Verify an AI answer · Why AI hallucinates · Evidence products
Decision integrity, approval gates, QRX routing, benefits and burdens, trade-offs and accountable judgment.
Agents, orchestration, loops, tools, authority, multi-agent and syn-to-syn systems, drift and stop conditions.
LLMs, parameters, weights, inference, reasoning, benchmarks, latent/recurrent systems and model limitations.
Prompt design, Q command language, FFF, DBL, Glean, Supra, RX production engineering and explicit execution contracts.
Retrieval, semantic cache, embeddings, context, memory layers, datasets, lineage and contradiction-preserving retrieval.
TSLP, Q-Bench, Q Gym, simulations, red teams, lifecycle tests, promotion gates and false-clear controls.
Prompt injection, permissions, cyber risk, identity, PII, attack surfaces, human gates and tool boundaries.
Backups, rollback, continuity, disaster recovery, corruption, provider loss and institutional memory.
Child-first constraints, learning, privacy, manipulation, dependency, consent, power, accessibility and human authority.
BuildOS, APIs, databases, containers, GitHub, deployment, schemas, contracts, hardware and integration.
EE/EH: compute, energy, water, materials, labor, time, money, attention, trust and downstream burden.
Embodied agents, spatial intelligence, machine authority, manufacturing and autonomous physical systems.
Procurement, small business, jobs, workforce transition, civic systems, communities, education and governance.
Biological computing, multimodal systems, quantum, advanced architectures, space and long-horizon systems.
Subjects are not folders. They are graph edges. Every useful page should link to related questions, facts, evidence, products, structures, solutions and independent resources.