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Changes for page POC Summary (POC1 & POC2)

Last modified by Robert Schaub on 2025/12/24 18:27
From version 3.1
edited by Robert Schaub
on 2025/12/24 17:59
Change comment: Imported from XAR
To version 1.1
edited by Robert Schaub
on 2025/12/24 11:54
Change comment: Imported from XAR

Summary

Details

Page properties
Content
... ... @@ -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
... ... @@ -71,6 +71,8 @@
71 71  
72 72  > "Build less, learn more, decide faster. Test the hardest part first."
73 73  
74 +
75 +
74 74  === Context-Aware Analysis (Experimental POC1 Feature) ===
75 75  
76 76  **Problem:** Article credibility ≠ simple average of claim verdicts
... ... @@ -88,8 +88,9 @@
88 88  * Success: ≥70% accuracy detecting misleading articles
89 89  * Marked as experimental
90 90  
91 -**See:** [[Article Verdict Problem>>FactHarbor.Specification.POC.Article-Verdict-Problem]] for full analysis and solution approaches.
93 +**See:** [[Article Verdict Problem>>Test.FactHarbor.Specification.POC.Article-Verdict-Problem]] for full analysis and solution approaches.
92 92  
95 +
93 93  == 2. POC2 Specification ==
94 94  
95 95  === POC2 Goal ===
... ... @@ -100,7 +100,7 @@
100 100  **1. COMPLETE QUALITY GATES (All 4)**
101 101  * Gate 1: Claim Validation (from POC1)
102 102  * Gate 2: Evidence Relevance ← NEW
103 -* Gate 3: Scenario Coherence ← NEW
106 +* Gate 3: Scenario Coherence ← NEW
104 104  * Gate 4: Verdict Confidence (from POC1)
105 105  
106 106  **2. EVIDENCE DEDUPLICATION (FR54)**
... ... @@ -123,10 +123,10 @@
123 123  
124 124  === What's Still NOT in POC2 ===
125 125  
126 -❌ User accounts, authentication
127 -❌ Public publishing interface
128 -❌ Social sharing features
129 -❌ Full production security (comes in Beta 0)
129 +❌ User accounts, authentication
130 +❌ Public publishing interface
131 +❌ Social sharing features
132 +❌ Full production security (comes in Beta 0)
130 130  ❌ In-article claim highlighting (comes in Beta 0)
131 131  
132 132  === Success Criteria ===
... ... @@ -147,6 +147,10 @@
147 147  
148 148  **Total Output Size:** Similar to POC1 (~220-350 words per analysis)
149 149  
153 +
154 +
155 +
156 +
150 150  == 2. Key Strategic Recommendations
151 151  
152 152  === Immediate Actions
... ... @@ -165,8 +165,8 @@
165 165  
166 166  === Testing Strategy
167 167  
168 -**POC Tests:** Can AI do this without humans?
169 -**Beta Tests:** What do users need? What works? What doesn't?
175 +**POC Tests:** Can AI do this without humans?
176 +**Beta Tests:** What do users need? What works? What doesn't?
170 170  **Release Tests:** Is it production-ready?
171 171  
172 172  **Key Principle:** Test assumptions before building features.
... ... @@ -255,23 +255,23 @@
255 255  == 6. Key Risks & Mitigations
256 256  
257 257  === Risk 1: AI Quality Not Good Enough
258 -**Mitigation:** Extensive prompt testing, use best models
265 +**Mitigation:** Extensive prompt testing, use best models
259 259  **Acceptance:** POC might fail - that's what testing reveals
260 260  
261 261  === Risk 2: Users Don't Understand Output
262 -**Mitigation:** Create clear explainer, test with real users
269 +**Mitigation:** Create clear explainer, test with real users
263 263  **Acceptance:** Iterate on explanation until comprehensible
264 264  
265 265  === Risk 3: Approach Doesn't Scale
266 -**Mitigation:** Start simple, add complexity only when proven
273 +**Mitigation:** Start simple, add complexity only when proven
267 267  **Acceptance:** POC proves concept, beta proves scale
268 268  
269 269  === Risk 4: Legal/Compliance Issues
270 -**Mitigation:** Plan accessibility early, consult legal experts
277 +**Mitigation:** Plan accessibility early, consult legal experts
271 271  **Acceptance:** Can't launch publicly without compliance
272 272  
273 273  === Risk 5: Feature Creep
274 -**Mitigation:** Strict scope discipline, say NO to additions
281 +**Mitigation:** Strict scope discipline, say NO to additions
275 275  **Acceptance:** POC is minimal by design
276 276  
277 277  == 7. Success Metrics
... ... @@ -340,36 +340,36 @@
340 340  == 10. Next Actions
341 341  
342 342  === Immediate
343 -□ Review this consolidated summary
344 -□ Confirm POC scope agreement
345 -□ Make strategic decisions on key questions
346 -□ Begin POC development
350 +□ Review this consolidated summary
351 +□ Confirm POC scope agreement
352 +□ Make strategic decisions on key questions
353 +□ Begin POC development
347 347  
348 348  === Strategic Planning
349 -□ Define accessibility approach
350 -□ Select initial languages for multilingual
351 -□ Research media verification partners
352 -□ Evaluate browser extension frameworks
356 +□ Define accessibility approach
357 +□ Select initial languages for multilingual
358 +□ Research media verification partners
359 +□ Evaluate browser extension frameworks
353 353  
354 354  === Continuous
355 -□ Test assumptions before building
356 -□ Measure everything
357 -□ Learn from failures
358 -□ Stay focused on mission
362 +□ Test assumptions before building
363 +□ Measure everything
364 +□ Learn from failures
365 +□ Stay focused on mission
359 359  
360 360  == Summary of Summaries
361 361  
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
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
366 366  
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
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
370 370  
371 -**Strategy:** Test first, build second. Fail fast. Stay focused.
372 -**Philosophy:** Scenarios, transparency, evidence. No false certainty.
378 +**Strategy:** Test first, build second. Fail fast. Stay focused.
379 +**Philosophy:** Scenarios, transparency, evidence. No false certainty.
373 373  
374 374  == Document Status
375 375