Changes for page POC Summary (POC1 & POC2)
Last modified by Robert Schaub on 2025/12/24 18:27
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... ... @@ -10,7 +10,7 @@ 10 10 **1. ANALYSIS SUMMARY** 11 11 - 3-5 sentences 12 12 - How many claims found 13 -- Distribution of verdicts 13 +- Distribution of verdicts 14 14 - Overall assessment 15 15 16 16 **2. CLAIMS IDENTIFICATION** ... ... @@ -29,14 +29,14 @@ 29 29 30 30 === What's NOT in POC 31 31 32 -❌ Scenarios (multiple interpretations) 33 -❌ Evidence display (supporting/opposing lists) 34 -❌ Source links 35 -❌ Detailed reasoning chains 36 -❌ User accounts, history, search 37 -❌ Browser extensions, API 38 -❌ Accessibility, multilingual, mobile 39 -❌ Export, sharing features 32 +❌ Scenarios (multiple interpretations) 33 +❌ Evidence display (supporting/opposing lists) 34 +❌ Source links 35 +❌ Detailed reasoning chains 36 +❌ User accounts, history, search 37 +❌ Browser extensions, API 38 +❌ Accessibility, multilingual, mobile 39 +❌ Export, sharing features 40 40 ❌ Any other features 41 41 42 42 === Critical Requirement ... ... @@ -62,9 +62,9 @@ 62 62 63 63 === POC Architecture 64 64 65 -**Frontend:** Simple input form + results display 66 -**Backend:** Single API call to Claude (Sonnet 4.5) 67 -**Processing:** One prompt generates complete analysis 65 +**Frontend:** Simple input form + results display 66 +**Backend:** Single API call to Claude (Sonnet 4.5) 67 +**Processing:** One prompt generates complete analysis 68 68 **Database:** None required (stateless) 69 69 70 70 === POC Philosophy ... ... @@ -71,8 +71,6 @@ 71 71 72 72 > "Build less, learn more, decide faster. Test the hardest part first." 73 73 74 - 75 - 76 76 === Context-Aware Analysis (Experimental POC1 Feature) === 77 77 78 78 **Problem:** Article credibility ≠ simple average of claim verdicts ... ... @@ -92,7 +92,6 @@ 92 92 93 93 **See:** [[Article Verdict Problem>>FactHarbor.Specification.POC.Article-Verdict-Problem]] for full analysis and solution approaches. 94 94 95 - 96 96 == 2. POC2 Specification == 97 97 98 98 === POC2 Goal === ... ... @@ -103,7 +103,7 @@ 103 103 **1. COMPLETE QUALITY GATES (All 4)** 104 104 * Gate 1: Claim Validation (from POC1) 105 105 * Gate 2: Evidence Relevance ← NEW 106 -* Gate 3: Scenario Coherence ← NEW 103 +* Gate 3: Scenario Coherence ← NEW 107 107 * Gate 4: Verdict Confidence (from POC1) 108 108 109 109 **2. EVIDENCE DEDUPLICATION (FR54)** ... ... @@ -126,10 +126,10 @@ 126 126 127 127 === What's Still NOT in POC2 === 128 128 129 -❌ User accounts, authentication 130 -❌ Public publishing interface 131 -❌ Social sharing features 132 -❌ Full production security (comes in Beta 0) 126 +❌ User accounts, authentication 127 +❌ Public publishing interface 128 +❌ Social sharing features 129 +❌ Full production security (comes in Beta 0) 133 133 ❌ In-article claim highlighting (comes in Beta 0) 134 134 135 135 === Success Criteria === ... ... @@ -150,10 +150,6 @@ 150 150 151 151 **Total Output Size:** Similar to POC1 (~220-350 words per analysis) 152 152 153 - 154 - 155 - 156 - 157 157 == 2. Key Strategic Recommendations 158 158 159 159 === Immediate Actions ... ... @@ -172,8 +172,8 @@ 172 172 173 173 === Testing Strategy 174 174 175 -**POC Tests:** Can AI do this without humans? 176 -**Beta Tests:** What do users need? What works? What doesn't? 168 +**POC Tests:** Can AI do this without humans? 169 +**Beta Tests:** What do users need? What works? What doesn't? 177 177 **Release Tests:** Is it production-ready? 178 178 179 179 **Key Principle:** Test assumptions before building features. ... ... @@ -262,23 +262,23 @@ 262 262 == 6. Key Risks & Mitigations 263 263 264 264 === Risk 1: AI Quality Not Good Enough 265 -**Mitigation:** Extensive prompt testing, use best models 258 +**Mitigation:** Extensive prompt testing, use best models 266 266 **Acceptance:** POC might fail - that's what testing reveals 267 267 268 268 === Risk 2: Users Don't Understand Output 269 -**Mitigation:** Create clear explainer, test with real users 262 +**Mitigation:** Create clear explainer, test with real users 270 270 **Acceptance:** Iterate on explanation until comprehensible 271 271 272 272 === Risk 3: Approach Doesn't Scale 273 -**Mitigation:** Start simple, add complexity only when proven 266 +**Mitigation:** Start simple, add complexity only when proven 274 274 **Acceptance:** POC proves concept, beta proves scale 275 275 276 276 === Risk 4: Legal/Compliance Issues 277 -**Mitigation:** Plan accessibility early, consult legal experts 270 +**Mitigation:** Plan accessibility early, consult legal experts 278 278 **Acceptance:** Can't launch publicly without compliance 279 279 280 280 === Risk 5: Feature Creep 281 -**Mitigation:** Strict scope discipline, say NO to additions 274 +**Mitigation:** Strict scope discipline, say NO to additions 282 282 **Acceptance:** POC is minimal by design 283 283 284 284 == 7. Success Metrics ... ... @@ -347,36 +347,36 @@ 347 347 == 10. Next Actions 348 348 349 349 === Immediate 350 -□ Review this consolidated summary 351 -□ Confirm POC scope agreement 352 -□ Make strategic decisions on key questions 353 -□ Begin POC development 343 +□ Review this consolidated summary 344 +□ Confirm POC scope agreement 345 +□ Make strategic decisions on key questions 346 +□ Begin POC development 354 354 355 355 === Strategic Planning 356 -□ Define accessibility approach 357 -□ Select initial languages for multilingual 358 -□ Research media verification partners 359 -□ Evaluate browser extension frameworks 349 +□ Define accessibility approach 350 +□ Select initial languages for multilingual 351 +□ Research media verification partners 352 +□ Evaluate browser extension frameworks 360 360 361 361 === Continuous 362 -□ Test assumptions before building 363 -□ Measure everything 364 -□ Learn from failures 365 -□ Stay focused on mission 355 +□ Test assumptions before building 356 +□ Measure everything 357 +□ Learn from failures 358 +□ Stay focused on mission 366 366 367 367 == Summary of Summaries 368 368 369 -**POC Goal:** Prove AI can do this automatically 370 -**POC Scope:** 4 simple components, ~200-300 words 371 -**POC Critical:** Fully automated, no manual editing 372 -**POC Success:** ≥70% quality without human correction 362 +**POC Goal:** Prove AI can do this automatically 363 +**POC Scope:** 4 simple components, ~200-300 words 364 +**POC Critical:** Fully automated, no manual editing 365 +**POC Success:** ≥70% quality without human correction 373 373 374 -**Gap Analysis:** 18 gaps identified, 2 critical (Accessibility + Education) 375 -**Framework:** Importance (risk + impact + strategy) + Urgency (fail fast + legal + promises) 376 -**Key Insight:** Context matters - urgency changes with milestones 367 +**Gap Analysis:** 18 gaps identified, 2 critical (Accessibility + Education) 368 +**Framework:** Importance (risk + impact + strategy) + Urgency (fail fast + legal + promises) 369 +**Key Insight:** Context matters - urgency changes with milestones 377 377 378 -**Strategy:** Test first, build second. Fail fast. Stay focused. 379 -**Philosophy:** Scenarios, transparency, evidence. No false certainty. 371 +**Strategy:** Test first, build second. Fail fast. Stay focused. 372 +**Philosophy:** Scenarios, transparency, evidence. No false certainty. 380 380 381 381 == Document Status 382 382