Changes for page System Architecture

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...	...	@@ -48,6 +48,7 @@
48	48	{{/diagram}}
49	49
50	50	**Components:**
	51	+
51	51	* Single AKEL API call (Claude Sonnet 4.5)
52	52	* Gates 1 & 4 (claim validation, verdict confidence)
53	53	* Basic UI display
...	...	@@ -100,6 +100,7 @@
100	100	{{/diagram}}
101	101
102	102	**New Components:**
	104	+
103	103	* Scenario generation
104	104	* Evidence deduplication system
105	105	* Gates 2 & 3 (evidence relevance, scenario coherence)
...	...	@@ -158,6 +158,7 @@
158	158	{{/diagram}}
159	159
160	160	**Production Components:**
	163	+
161	161	* Multi-component AKEL pipeline
162	162	* Review workflow system
163	163	* Audit sampling framework
...	...	@@ -164,7 +164,6 @@
164	164	* Federation architecture
165	165	* Full data model (PostgreSQL + Redis + S3)
166	166
167		-
168	168	== 2. Quality Gate Architecture ==
169	169
170	170	=== 2.1 Quality Gate System ===
...	...	@@ -228,6 +228,7 @@
228	228	**Storage:** SQLite or minimal database
229	229
230	230	**Entities:**
	233	+
231	231	* Articles (input text/URL)
232	232	* Claims (extracted from articles)
233	233	* Verdicts (per claim)
...	...	@@ -241,6 +241,7 @@
241	241	**Storage:** PostgreSQL (primary), Redis (cache), S3 (documents)
242	242
243	243	**Core Entities:**
	247	+
244	244	* Claims (with versions, clustering)
245	245	* Scenarios (interpretations of claims)
246	246	* Evidence (deduplicated, provenance tracked)
...	...	@@ -259,6 +259,7 @@
259	259	**Full System:** Multi-component orchestration
260	260
261	261	**Responsibilities:**
	266	+
262	262	* Route input through component pipeline
263	263	* Manage component state
264	264	* Handle errors and retries
...	...	@@ -265,12 +265,12 @@
265	265	* Coordinate quality gates
266	266	* Trigger review workflows
267	267
268		-
269	269	=== 4.2 Quality Gate Validator ===
270	270
271	271	**All Phases:** Present but evolving complexity
272	272
273	273	**Responsibilities:**
	278	+
274	274	* Execute all configured gates
275	275	* Aggregate gate results
276	276	* Make publication decisions
...	...	@@ -277,7 +277,6 @@
277	277	* Generate explanatory messages
278	278	* Log quality metrics
279	279
280		-
281	281	=== 4.3 Review Queue Manager ===
282	282
283	283	**POC:** Not present
...	...	@@ -285,6 +285,7 @@
285	285	**V1.0:** Full implementation
286	286
287	287	**Responsibilities:**
	292	+
288	288	* Route low-confidence verdicts to review
289	289	* Manage reviewer assignments
290	290	* Track review status
...	...	@@ -291,12 +291,12 @@
291	291	* Implement audit sampling
292	292	* Generate review metrics
293	293
294		-
295	295	== 5. Architecture Decisions ==
296	296
297	297	=== 5.1 Why Single AKEL Call for POC? ===
298	298
299	299	**Rationale:**
	304	+
300	300	* Validates core capability fastest
301	301	* Simplest to implement and test
302	302	* Fail-fast if AI fundamentally can't do task
...	...	@@ -309,6 +309,7 @@
309	309	=== 5.2 Why Add Components in V1.0? ===
310	310
311	311	**Rationale:**
	317	+
312	312	* Better error handling per step
313	313	* Independent optimization of each component
314	314	* Easier to add new capabilities
...	...	@@ -323,10 +323,8 @@
323	323	* [[Requirements>>Test.FactHarbor.Specification.Requirements.WebHome]] - System requirements
324	324	* [[Design>>Test.FactHarbor.Specification.Design.WebHome]] - UI/UX design
325	325	* [[Roadmap>>Test.FactHarbor.Roadmap.WebHome]] - Implementation phases
326		-* [[POC1>>Test.FactHarbor.Roadmap.POC1.WebHome]] - POC1 details
	332	+* [[POC1>>Test.FactHarbor pre10 V0\.9\.70.Roadmap.POC1.WebHome]] - POC1 details
327	327	* [[POC2>>Test.FactHarbor.Roadmap.POC2.WebHome]] - POC2 details
328	328
329		-
330	330	**Document Status:** ✅ Architecture Specified (POC1, POC2, Full System)
331	331	**Version:** V0.9.70
332		-