Once you start relying on these LLMs, you are beholden to them.

ANTHROPIC PRICING: WHAT THEY SHOW VS. WHAT YOU PAY ABOVE WATERLINE Consumer Plans $20 Pro / $100 Max 5x / $200 Max 20x What they advertise BELOW WATERLINE API Token Billing - No Cap Sonnet 3.5: $2 input / $10 output per million tokens (rising to $3/$15 Sept 1, 2026) Opus 3.5: $5 input / $25 output per million tokens Fable 5 / Mythos 5: $10 input / $50 output per million tokens Real teams: $12,000+/month documented You bear 100% of pricing risk BEFORE: VENDOR ACCESS ACTIVE [DATA INGESTION] -> LIVE [LLM PROCESSING] -> LIVE GPT-4 / CLAUDE [RESPONSE VALIDATION] -> LIVE [OUTPUT DELIVERY] -> LIVE [BUSINESS LOGIC] -> LIVE 2 YRS OF INTEGRATION + $800K BUILD COST AFTER: VENDOR REVOKES ACCESS [DATA INGESTION] -> BROKEN [LLM PROCESSING] -> BANNED NULL [RESPONSE VALIDATION] -> ERROR [OUTPUT DELIVERY] -> ERROR [BUSINESS LOGIC] -> ERROR ACCESS TERMINATED - 24HR NOTICE * ENTIRE PIPELINE: DEAD YOU BUILT ON SOMEONE ELSE'S FOUNDATION EVERY DEPENDENCY = SINGLE POINT OF CATASTROPHIC FAILURE ANTHROPIC YOU DEPEND ON US PRICE ($20+$10K+) | DRIFT ACCESS | CENSOR DATA | KILLSWITCH OR FIXED COST | STABLE MODEL FULL ACCESS | NO CENSORSHIP PRIVATE DATA | NO KILLSWITCH LOCAL SLMs BREAK THE DEPENDENCY SONNET 3.7 "MUST" = MUST Literal compliance. Hard stop. Every time. No exceptions. THE SILENT UPGRADE SONNET 4.5 "MUST" = maybe Context wins. Spirit of instruction. Production system: SILENT FAILURE. YOUR PROMPTS STOPPED WORKING Sonnet 4.5 now evaluates whether following your literal commands serves the "user's apparent goal" - if they conflict, CONTEXT WINS. 17+ MUST treated as suggestion | 11+ ALWAYS overridden | 90% of prompts silently broken WEEKS OF REFINEMENT Production prompt library. Structured intake. Defensible recommendations. ONE MODEL UPDATE No warning. No migration guide. No changelog entry. Just: broken. YOUR SYSTEM IS DOWN Consistency gone. Credibility gone. Competitive advantage: eroded. OPENAI TRUST VIOLATION #3 SUPER-ALIGNMENT TEAM DISSOLVED MAY 2024 20+ top safety researchers eliminated WHY IT MATTERS "Safety culture and processes have taken a back seat to shiny products" - Jan Leike, former co-lead Leike cited: model behavior vs. safety culture mismatch, inadequate compute for safety, weakened RSP commitments SUBMIT YOUR FACE. OR LOSE ACCESS. ANTHROPIC CONTINUE USING CLAUDE IDENTITY VERIFICATION REQUIRED SUBMIT GOVERNMENT ID + BIOMETRICS ACCESS GRANTED Persona identities flagged and logged REFUSE ACCOUNT BANNED No appeal process THE MIGRATION TRAP How Anthropic moves you from capped to uncapped 1 PHASE 1 $20-$200/mo Consumer subscription. Predictable. Capped. Builds dependency. 2 PHASE 2 API Integration Developers build on the API. Token-based pricing begins. No ceiling. 3 PHASE 3 $10,000+/mo Scale triggers cost explosion. Anthropic sets rates. No alternatives without migration pain. Real case - $20/hr = 600 hrs = $12,000/ms (/ClaudeCode) LOCAL SLMs BREAK THE DEPENDENCY