Why the same AI model answers two companies differently

Test a vendor's AI on your own documents and settings, not its leaderboard rank, before you trust it with customers. In April 2025, Meta's Llama 4 Maverick beat OpenAI and Google on a public leaderboard. The version developers downloaded trailed far behind. • Treat the hidden instructions behind your AI as company policy, since one line can switch off its guardrails. • Know why turning randomness down to zero makes answers steadier but never guarantees they repeat or are right. • Fix a bad answer in the right order: documents first, instructions next, retraining last. Think you've got it? Prove it inside the program, where it goes on a record employers can check. Free to start: https://www.gage.academy/lessons/ai-g... (https://www.gage.academy/lessons/ai-g...) Where this skill is hired: AI Evaluation Specialist (https://www.gage.academy/careers/ai-e...) , AI Governance Engineer (https://www.gage.academy/careers/ai-g...) . Episode 8 of 98 in AI Governance, the Certified AI Governance Professional (CAIGP) program from GAGE (Global Academy of Generative-AI Education). https://www.gage.academy/programs/ai-... (https://www.gage.academy/programs/ai-...)