diff --git a/tests/experimental/results/rto-focused-context-case-aware.json b/tests/experimental/results/rto-focused-context-case-aware.json new file mode 100644 index 0000000..87c3939 --- /dev/null +++ b/tests/experimental/results/rto-focused-context-case-aware.json @@ -0,0 +1,56 @@ +{ + "apparatus": "rto-focused-context-boundary-comparison.mjs", + "mode": "case-aware", + "modelName": "qwen-claude:latest", + "elapsedMs": 48577, + "promptLength": 4466, + "centralStatementSupplied": true, + "structuredResult": { + "targetNodeId": "nxmeiab", + "observations": [ + "The product is protected by significant patents leveraging proprietary processes and software algorithms unavailable to competitors.", + "One competitor has recently advertised for ML engineers and a senior product manager targeting this market.", + "That same competitor has presented at an industry conference addressing the identical customer problem.", + "No competitor has announced a matching product, launch date, or beta programme." + ], + "uncertainties": [ + "Whether the identified competitor’s hiring and conference activity is specifically for a directly competing product or internal development.", + "How long it will take a rival to engineer non-infringing workarounds or alternative architectures around existing IP barriers.", + "Actual development timelines, funding status, and public R&D activity of other potential competitors.", + "Whether the patents and proprietary elements will materially delay competitor entry given their active signaling." + ], + "assumptions": [ + "Existing IP and proprietary technology provide a structural barrier to rapid competitor replication.", + "Competitor recruitment and conference presence indicate serious intent but do not guarantee near-term market entry or technical feasibility.", + "The £300k immediate implementation cost is a material financial constraint that influences launch timing, independent of competitive pressure." + ], + "relationships": [ + { + "from": "Patents & proprietary algorithms", + "to": "Restricted competitor access", + "type": "blocks" + }, + { + "from": "Proprietary processes / algorithms", + "to": "Technical differentiation", + "type": "enables" + }, + { + "from": "Competitor hiring & conference signals", + "to": "Active parallel development intent", + "type": "suggests" + }, + { + "from": "Lack of announced product or beta", + "to": "Near-term launch probability", + "type": "reduces likelihood" + } + ], + "possibleFollowUpQuestions": [ + "What is the technical feasibility and estimated timeline for a competitor to design around our patent portfolio using alternative architectures?", + "Can we verify the R&D scope or funding behind the identified competitor’s hiring spree through financial filings, patent applications, or supplier/partner data?", + "Is there evidence of direct customer outreach, pilot agreements, or procurement signals from this competitor targeting our key enterprise accounts?", + "How does the projected revenue delay and £300k cost savings from waiting twelve months compare to the risk of losing first-mover advantage against a competitor who may be 6–12 months from product readiness?" + ] + } +} \ No newline at end of file diff --git a/tests/experimental/results/rto-focused-context-local.json b/tests/experimental/results/rto-focused-context-local.json new file mode 100644 index 0000000..1a04e40 --- /dev/null +++ b/tests/experimental/results/rto-focused-context-local.json @@ -0,0 +1,46 @@ +{ + "apparatus": "rto-focused-context-boundary-comparison.mjs", + "mode": "local", + "modelName": "qwen-claude:latest", + "elapsedMs": 43858, + "promptLength": 3848, + "centralStatementSupplied": false, + "structuredResult": { + "targetNodeId": "nxmeiab", + "observations": [ + "The product is protected by significant patents and utilizes proprietary processes and software algorithms inaccessible to competitors.", + "One competitor has recently hired multiple machine-learning engineers and a senior product manager for this market.", + "The same competitor has presented at an industry conference addressing the identical customer problem.", + "No formal product announcement, launch date, or beta program has been disclosed by the competitor." + ], + "uncertainties": [ + "Whether the competitor's hiring and conference activity indicates direct product development versus internal capability building or strategic positioning.", + "Actual development timeline, funding allocation, and technical milestones behind the observed competitor effort.", + "Whether competitors can successfully engineer non-infringing workarounds or alternative architectures to bypass IP barriers.", + "How long it would take a competitor to design around existing patents and proprietary elements.", + "Whether current IP protections materially delay competitor entry into this market segment." + ], + "assumptions": [ + "Existing IP acts as an effective structural barrier to rapid competitor replication.", + "Competitors cannot cheaply or quickly bypass, replicate, or license around the proprietary technology without significant R&D investment." + ], + "relationships": [ + { + "from": "Patents", + "to": "Restricted competitor access", + "type": "blocks" + }, + { + "from": "Proprietary processes and algorithms", + "to": "Technical differentiation", + "type": "enables" + } + ], + "possibleFollowUpQuestions": [ + "What is the competitor's stated strategic roadmap or official positioning regarding this problem space?", + "Does the competitor hold relevant IP portfolios, licensing agreements, or academic partnerships that could facilitate design-around capabilities?", + "How does the observed hiring pace and conference focus align with historical development cycles for comparable ML-based solutions in this sector?", + "What funding sources, investor expectations, or board directives might be driving this competitor's R&D allocation?" + ] + } +} \ No newline at end of file