CallMissed Blog
Insights on AI communication, voice agents, WhatsApp automation, and the future of customer engagement.
6 min readMitigating AI Bias in Production Systems
"Mitigating bias" in AI is one of those phrases that has been loaded with so much rhetoric that the engineering practice underneath has gotten confused. This guide is for builders who have to ship a system in 2026 and want to reduce real, measurable disparate harm — not abstract bias scores. Here is…
4 min readLLM Jailbreak Prevention: A Practical Guide for 2026
LLMs can be tricked into producing harmful, biased, or policy-violating output through carefully crafted prompts called jailbreaks. In 2026, as models power customer-facing applications, preventing jailbreaks is a security requirement. Common Jailbreak Techniques - Roleplay framing: "You are a helpf…
Pin Your Models: A Survival Guide for Unstable AI Defaults in Production
OpenAI swapped the default ChatGPT model on May 5, 2026 — GPT-5.5 Instant replaced GPT-5.3 Instant. The change happened in under two weeks. Anything you were testing on the consumer surface the day before may have behaved differently the day after. This is not a one-off. It is the new default cadenc…
Hallucination Detection: Techniques That Actually Work
LLM hallucinations are not going away. Frontier model error rates have improved enormously since 2023, but production deployments still need active hallucination detection because the cost of a confidently wrong answer in a customer-facing context is high. Here is what is actually working in 2026, r…