Changes for page Requirements

Last modified by Robert Schaub on 2025/12/23 11:03

From 6.1 to 5.1 From 7.2 to 7.1

From version 7.1

edited by Robert Schaub
on 2025/12/23 09:47

Change comment: Imported from XAR

To version 6.1

edited by Robert Schaub
on 2025/12/23 08:03

Change comment: Imported from XAR

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@@ -1617,216 +1617,26 @@
  === FR47: Archive.org Integration ===
--**Priority:** CRITICAL
--**Fulfills:** Evidence persistence, FR5 (Evidence linking)
--**Phase:** V1.0
++Auto-save evidence sources to Wayback Machine.
--**Purpose:** Ensure evidence remains accessible even if original sources are deleted.
++**Milestone:** Beta 0
--**Specification:**
++=== FR48: Safety Framework for Contributors ===
--**Automatic Archiving:**
++Protect contributors from harassment and legal threats.
--When AKEL links evidence:
--1. Check if URL already archived (Wayback Machine API)
--2. If not, submit for archiving (Save Page Now API)
--3. Store both original URL and archive URL
--4. Display both to users
++**Milestone:** V1.1
--**Archive Display:**
++=== FR49: A/B Testing Framework ===
--{{code}}
--Evidence Source: [Original URL]
--Archived: [Archive.org URL] (Captured: [date])
++Test AKEL approaches and UI designs systematically.
--[View Original] [View Archive]
--{{/code}}
++**Milestone:** V1.0
--**Fallback Logic:**
++=== FR50: OSINT Toolkit Integration ===
--* If original URL unavailable → Auto-redirect to archive
--* If archive unavailable → Display warning
--* If both unavailable → Flag for manual review
--**API Integration:**
--* Use Wayback Machine Availability API
--* Use Save Page Now API (SPNv2)
--* Rate limiting: 15 requests/minute (Wayback limit)
--
--**Acceptance Criteria:**
--
--* ✅ All evidence URLs auto-archived
--* ✅ Archive links displayed to users
--* ✅ Fallback to archive if original unavailable
--* ✅ API rate limits respected
--* ✅ Archive status visible in evidence display
--
--
--== Category 4: Community Safety ===== FR48: Contributor Safety Framework ===
--
--**Priority:** CRITICAL
--**Fulfills:** UN-28 (Safe contribution environment)
--**Phase:** V1.0
--
--**Purpose:** Protect contributors from harassment, doxxing, and coordinated attacks.
--
--**Specification:**
--
--**1. Privacy Protection:**
--
--* **Optional Pseudonymity:** Contributors can use pseudonyms
--* **Email Privacy:** Emails never displayed publicly
--* **Profile Privacy:** Contributors control what's public
--* **IP Logging:** Only for abuse prevention, not public
--
--**2. Harassment Prevention:**
--
--* **Automated Toxicity Detection:** Flag abusive comments
--* **Personal Information Detection:** Auto-block doxxing attempts
--* **Coordinated Attack Detection:** Identify brigading patterns
--* **Rapid Response:** Moderator alerts for harassment
--
--**3. Safety Features:**
--
--* **Block Users:** Contributors can block harassers
--* **Private Contributions:** Option to contribute anonymously
--* **Report Harassment:** One-click harassment reporting
--* **Safety Resources:** Links to support resources
--
--**4. Moderator Tools:**
--
--* **Quick Ban:** Immediately block abusers
--* **Pattern Detection:** Identify coordinated attacks
--* **Appeal Process:** Fair review of moderation actions
--* **Escalation:** Serious threats escalated to authorities
--
--**5. Trusted Contributor Protection:**
--
--* **Enhanced Privacy:** Additional protection for high-profile contributors
--* **Verification:** Optional identity verification (not public)
--* **Legal Support:** Resources for contributors facing legal threats
--
--**Acceptance Criteria:**
--
--* ✅ Pseudonyms supported
--* ✅ Toxicity detection active
--* ✅ Doxxing auto-blocked
--* ✅ Harassment reporting functional
--* ✅ Moderator tools implemented
--* ✅ Safety policy published
--
--
--== Category 5: Continuous Improvement ===== FR49: A/B Testing Framework ===
--
--**Priority:** CRITICAL
--**Fulfills:** Continuous system improvement
--**Phase:** V1.0
--
--**Purpose:** Test and measure improvements to AKEL prompts, algorithms, and workflows.
--
--**Specification:**
--
--**Test Capabilities:**
--
--1. **Prompt Variations:**
--   * Test different claim extraction prompts
--   * Test different verdict generation prompts
--   * Measure: Accuracy, clarity, completeness
--
--2. **Algorithm Variations:**
--   * Test different source scoring algorithms
--   * Test different confidence calculations
--   * Measure: Audit accuracy, user satisfaction
--
--3. **Workflow Variations:**
--   * Test different quality gate thresholds
--   * Test different risk tier assignments
--   * Measure: Publication rate, quality scores
--
--**Implementation:**
--
--* **Traffic Split:** 50/50 or 90/10 splits
--* **Randomization:** Consistent per claim (not per user)
--* **Metrics Collection:** Automatic for all variants
--* **Statistical Significance:** Minimum sample size calculation
--* **Rollout:** Winner promoted to 100% traffic
--
--**A/B Test Workflow:**
--
--{{code}}
--1. Hypothesis: "New prompt improves claim extraction"
--2. Design test: Control vs. Variant
--3. Define metrics: Extraction accuracy, completeness
--4. Run test: 7-14 days, minimum 100 claims each
--5. Analyze results: Statistical significance?
--6. Decision: Deploy winner or iterate
--{{/code}}
--
--**Acceptance Criteria:**
--
--* ✅ A/B testing framework implemented
--* ✅ Can test prompt variations
--* ✅ Can test algorithm variations
--* ✅ Metrics automatically collected
--* ✅ Statistical significance calculated
--* ✅ Results inform system improvements
--
--
--=== FR54: Evidence Deduplication ===
--
--**Priority:** CRITICAL (POC2/Beta)
--**Fulfills:** Accurate evidence counting, quality metrics
--**Phase:** POC2, Beta 0, V1.0
--
--**Purpose:** Avoid counting the same source multiple times when it appears in different forms.
--
--**Specification:**
--
--**Deduplication Logic:**
--
--1. **URL Normalization:**
--   * Remove tracking parameters (?utm_source=...)
--   * Normalize http/https
--   * Normalize www/non-www
--   * Handle redirects
--
--2. **Content Similarity:**
--   * If two sources have >90% text similarity → Same source
--   * If one is subset of other → Same source
--   * Use fuzzy matching for minor differences
--
--3. **Cross-Domain Syndication:**
--   * Detect wire service content (AP, Reuters)
--   * Mark as single source if syndicated
--   * Count original publication only
--
--**Display:**
--
--{{code}}
--Evidence Sources (3 unique, 5 total):
--
--1. Original Article (NYTimes)
--   - Also appeared in: WashPost, Guardian (syndicated)
--
--2. Research Paper (Nature)
--
--3. Official Statement (WHO)
--{{/code}}
--
--**Acceptance Criteria:**
--
--* ✅ URL normalization works
--* ✅ Content similarity detected
--* ✅ Syndicated content identified
--* ✅ Unique vs. total counts accurate
--* ✅ Improves evidence quality metrics
--
--
--== Additional Requirements (Lower Priority) ===== FR50: OSINT Toolkit Integration ===
--
--
--
  **Fulfills:** Advanced media verification
  **Phase:** V1.1

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