{ "schema": 1, "document_type": "editorial_candidate_triage_with_one_canonical_addition", "reviewed_on": "2026-11-03", "collection_edition_date": "2026-11-02", "source_batch": { "batch_id": "atlas-daily-20261102-first-0850ct-a", "source_commit": "da93e2fd5545cabc0b001310eab55bf8eeea9da8", "source_sha256": "2dcb25af14b960f9989527170fd88daf8ba2fb5f42dcff3b72f512b08ddb57d7" }, "published_canonical_additions": 1, "reviewed_proposals": 7, "independent_product_or_benchmark_replication": false, "source_scope": "First-party project documentation, dated release notes and cited research. Review decisions are editorial, not reproduced performance evaluations. Original daily source-coverage failures remain in the edition archive.", "candidates": [ { "proposal_id": "tech-proposal:invokeai:2026-11-02", "name": "InvokeAI", "kind": "technology", "disposition": "distinct_candidate", "publication_state": "deferred_not_in_canonical_catalog", "related_existing_term_ids": [ "MLD-0289" ], "editorial_basis": "Named image-generation editing and node-workflow application, not a synonym for diffusion models. The November 1, 2026 v6.14.3 patch adds editable vector Canvas layers and resume-download repair to existing software.", "evidence_scope": "First-party release notes and project repository checked; release features are publisher claims, not an independently measured fidelity result.", "limitations": "Compatibility depends on backends, platform and models. Repository licensing and distribution/model entitlements require separate review; not all usage should be described as unrestricted.", "required_before_catalog_publication": [ "Assign unused stable technology ID without replacing 300 archived records", "Document supported model backends, deployment/hardware requirements and distribution licenses", "Connect canonical source/profile, related concepts, comparison/search and offline manifest" ], "primary_sources": [ { "title": "Official v6.14.3 release notes", "url": "https://github.com/invoke-ai/InvokeAI/releases/tag/v6.14.3" }, { "title": "Project and license documentation", "url": "https://github.com/invoke-ai/InvokeAI" } ] }, { "proposal_id": "tech-proposal:gdpx:2026-11-02", "name": "GDPx", "kind": "technology", "disposition": "distinct_benchmark_candidate", "publication_state": "deferred_not_in_canonical_catalog", "related_existing_term_ids": [ "MLD-0110", "MLD-0371", "MLD-0041" ], "editorial_basis": "Named domain-specific evaluation suite: an agent is assessed on longer tasks in interactive work environments. This is an evaluation artifact, not a foundation model or an observed safety incident.", "evidence_scope": "The publisher reports 11 equally weighted domains and scores averaged over three attempts. These are benchmark-publisher reports, not a third-party replication or an estimate of all real work.", "limitations": "Task selection, graders, tool-harness differences, task contamination, benchmark revisions and partial credit constrain generalization. Avoid interpreting a publisher leaderboard's 12% as a universally replicated model failure rate.", "required_before_catalog_publication": [ "Determine public task availability, evaluation reproducibility and usage license", "Document version, task and grading specifications and dependence on agent harness", "Link to existing evaluation/environment concepts; label all scores publisher-reported" ], "primary_sources": [ { "title": "GDPx publisher's benchmark methods and leaderboard", "url": "https://gdpx.semianalysis.com/" }, { "title": "Publisher's benchmark report", "url": "https://newsletter.semianalysis.com/p/gdpx-measuring-frontier-model-capabilities" } ] }, { "proposal_id": "tech-proposal:nvidia-auto-ontology:2026-11-02", "name": "NVIDIA Auto Ontology", "kind": "technology", "disposition": "distinct_framework_candidate", "publication_state": "canonical_catalog_added_new_to_atlas", "related_existing_term_ids": [ "MLD-0608", "MLD-1104", "MLD-1033" ], "editorial_basis": "Named Python software framework for a semantic ontology layer and natural-language structured-data querying; not a newly invented ontology concept.", "evidence_scope": "First-party README describes Next.js gateway, FastAPI Python 3.12+, PostgreSQL/pgvector and configurable NVIDIA NIM inference endpoints. Apache-2.0 covers project code with third-party terms separately. Canonical catalog entry records the first-party repository at source revision cdaf61e1bd0cf3820d11d72b43bb460816aebbd3, not an independently reproduced system benchmark.", "limitations": "No verified initial public-release date; API inference may incur usage costs. The FastAPI service is a trusted internal boundary and must not be directly exposed to public untrusted clients; no generated SQL accuracy benchmark was replicated.", "required_before_catalog_publication": [ "Record exact project version and stable official documentation URL", "Verify runtime, connected-database authorization, endpoint and cost constraints, third-party notices", "Add profile ID, canonical search/comparison, relationships, and a working detail route" ], "primary_sources": [ { "title": "Official project README and deployment cautions", "url": "https://github.com/NVIDIA/auto-ontology" }, { "title": "Third-party license notices", "url": "https://github.com/NVIDIA/auto-ontology/blob/main/THIRD_PARTY_NOTICES.md" } ], "canonical_id": "TECH-0301", "catalog_path": "technology/TECH-0301-nvidia-auto-ontology.html", "catalog_added_on": "2026-11-03" }, { "proposal_id": "tech-proposal:windmill:2026-11-02", "name": "Windmill", "kind": "technology", "disposition": "distinct_workflow_platform_candidate", "publication_state": "deferred_not_in_canonical_catalog", "related_existing_term_ids": [ "MLD-0043", "MLD-0851" ], "editorial_basis": "Existing developer workflow and app platform. The November 2, 2026 v1.856.0 notes report that MCP access can accept tokens from an external OIDC issuer.", "evidence_scope": "First-party release notes document the feature; this is not an independent security certification or a new-product launch.", "limitations": "Community, enterprise and commercial distribution entitlements differ; source availability and a documented OIDC feature alone do not establish a secure production configuration.", "required_before_catalog_publication": [ "Verify feature/version compatibility and minimum environment requirements", "Document edition-specific license and deployment restrictions", "Assign distinct technology ID with source, links, search, comparison and stable route" ], "primary_sources": [ { "title": "Official v1.856.0 release notes", "url": "https://github.com/windmill-labs/windmill/releases/tag/v1.856.0" }, { "title": "Project code and distribution terms", "url": "https://github.com/windmill-labs/windmill" } ] }, { "proposal_id": "term-proposal:agent-harness", "name": "Agent harness", "kind": "term", "disposition": "distinct_term_candidate", "publication_state": "deferred_not_in_canonical_catalog", "related_existing_term_ids": [ "MLD-0043", "MLD-0041", "MLD-1246" ], "editorial_basis": "An execution-and-observation scaffold surrounding an agent model, including tool interfaces, allowed actions, state, retries, telemetry and termination rules. Distinct in emphasis from a full agentic workflow and from model weights.", "evidence_scope": "Terminology is grounded in agent-runner documentation; the source does not establish a universally fixed architecture.", "limitations": "Tool permissions and prompting are implementation-specific. Evaluation must hold task/model constant when contrasting harness variants, and cannot attribute all gains to the model itself.", "required_before_catalog_publication": [ "Choose a precise definition and aliases without claiming an industry standard", "Make boundaries with Agentic workflow, Tool use and Agent evaluation explicit", "Add sourced example, security implications, stable ID, graph links and search" ], "primary_sources": [ { "title": "OpenAI Agents SDK runner reference", "url": "https://openai.github.io/openai-agents-js/openai/agents/classes/runner/" }, { "title": "AgentBench primary research", "url": "https://arxiv.org/abs/2308.03688" } ] }, { "proposal_id": "term-proposal:semantic-ontology-layer", "name": "Semantic ontology layer", "kind": "term", "disposition": "distinct_term_candidate", "publication_state": "deferred_not_in_canonical_catalog", "related_existing_term_ids": [ "MLD-0608", "MLD-1104", "MLD-1033" ], "editorial_basis": "A curated semantic/governance layer specifying entities, relationships, metric meaning, access constraints and lineage for agent or analytics queries. Broader than a bare knowledge-graph representation and different from nearest-neighbor semantic search.", "evidence_scope": "Grounded in one software implementation and adjacent ontology practice; the exact composite phrase is descriptive rather than established as a universally defined scientific standard.", "limitations": "A schema or ontology is neither evidence of correct input data nor authorization to query all linked systems; guard against treating retrieved context as trustworthy instructions.", "required_before_catalog_publication": [ "Source at least one independent terminology reference before canonization", "Specify how the concept differs from Knowledge graph, semantic search and RAG", "Publish canonical definition, applied example, stable ID and connected detail/search pages" ], "primary_sources": [ { "title": "NVIDIA Auto Ontology project", "url": "https://github.com/NVIDIA/auto-ontology" }, { "title": "W3C OWL 2 ontology language overview", "url": "https://www.w3.org/TR/owl2-overview/" } ] }, { "proposal_id": "term-proposal:environment-grounded-agent-benchmark", "name": "Environment-grounded agent benchmark", "kind": "term", "disposition": "composite_phrase_no_new_id", "publication_state": "deferred_not_in_canonical_catalog", "related_existing_term_ids": [ "MLD-0110", "MLD-0371", "MLD-0041" ], "editorial_basis": "Describes benchmarking agent behavior against interactive environment state and task outcomes. It presently combines already indexed Benchmark, Environment and Agent evaluation rather than identifying a novel independent mechanism.", "evidence_scope": "Primary AgentBench, OSWorld and SWE-bench papers demonstrate interactive or environment-based evaluation, not standardization of this exact phrase.", "limitations": "Evaluations differ in task construction, graders, interaction limits and contamination sensitivity. Do not count a new term or assert independently reproduced scores.", "required_before_catalog_publication": [ "Keep as a related search phrase or description only after verifying index alias behavior", "Only reconsider a new stable term ID if independent usage and a genuinely distinct mechanism are established", "Preserve exact constituent concept IDs and evidence boundaries" ], "primary_sources": [ { "title": "AgentBench primary paper", "url": "https://arxiv.org/abs/2308.03688" }, { "title": "OSWorld primary paper", "url": "https://arxiv.org/abs/2404.07972" }, { "title": "SWE-bench primary paper", "url": "https://arxiv.org/abs/2310.06770" } ] } ], "revision_note": "One of the seven previously deferred proposals has received a separate checksummed canonical catalog ID. The original November 2 daily edition and the six remaining deferred proposals are unchanged." }