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Last modified by Robert Schaub on 2025/12/24 21:27
From version 1.1
edited by Robert Schaub
on 2025/12/24 20:24
Change comment: Imported from XAR
To version 2.1
edited by Robert Schaub
on 2025/12/24 21:27
Change comment: Imported from XAR

Summary

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... ... @@ -224,7 +224,7 @@
224 224  * How cost scales with article length
225 225  * Prompt optimization opportunities (caching, compression)
226 226  * Output verbosity tradeoffs
227 -* Model selection strategy (Sonnet vs. Haiku)
227 +* Model selection strategy (FAST vs. REASONING roles)
228 228  * Article length limits (if needed)
229 229  
230 230  **Implementation:**
... ... @@ -572,7 +572,7 @@
572 572  === 7.1 POC AKEL (Simplified) ===
573 573  
574 574  **Implementation:**
575 -* Single Claude API call (Sonnet 4.5)
575 +* Single provider API call (REASONING model)
576 576  * One comprehensive prompt
577 577  * All processing in single request
578 578  * No separate components
... ... @@ -945,7 +945,7 @@
945 945  
946 946  **Backend:**
947 947  * Single API endpoint
948 -* Calls Claude API (Sonnet 4.5 or latest)
948 +* Calls provider API (REASONING model; configured via LLM abstraction)
949 949  * Parses response
950 950  * Returns JSON to frontend
951 951  
... ... @@ -1046,7 +1046,7 @@
1046 1046  
1047 1047  **AKEL Integration:**
1048 1048  * Claude API via Anthropic SDK
1049 -* Model: Claude Sonnet 4.5 or latest available
1049 +* Model: Provider-default REASONING model or latest available
1050 1050  
1051 1051  **Database:**
1052 1052  * None (stateless acceptable)
... ... @@ -1257,7 +1257,7 @@
1257 1257  
1258 1258  **Mitigation:**
1259 1259  * Extensive prompt engineering and testing
1260 -* Use best available AI models (Sonnet 4.5)
1260 +* Use best available AI models (role-based selection; configured via LLM abstraction)
1261 1261  * Test with diverse article types
1262 1262  * Iterate on prompts based on results
1263 1263  
... ... @@ -1394,9 +1394,9 @@
1394 1394  **POC1 Implementation:**
1395 1395  
1396 1396  * **Primary Provider:** Anthropic Claude API
1397 - * Stage 1: Claude Haiku 4
1398 - * Stage 2: Claude Sonnet 3.5 (cached)
1399 - * Stage 3: Claude Sonnet 3.5
1397 + * Stage 1: Provider-default FAST model
1398 + * Stage 2: Provider-default REASONING model (cached)
1399 + * Stage 3: Provider-default REASONING model
1400 1400  
1401 1401  * **Provider Interface:** Abstract LLMProvider interface implemented
1402 1402