AINewsnow

A confident model isn’t a safe one. In my open-source (MIT) LangGraph underwriting agent, a risk ceiling in plain code overrides every model, so prompt injection can’t get a risky loan approved. Code: github.com/shadrach-tayo/underwriting-agent

This story is from 2026-10-17. It is preserved in the archive; the latest stories are on the live feed.

Why my underwriting agent can't approve risky loans, no matter how confident it is shadrach temitayo shadrach temitayo shadrach temitayo Follow Oct 16 Why my underwriting agent can't approve risky loans, no matter how confident it is # ai # underwriting # fintech # langgraph 1 reaction Add Comment…

Read the full story at DEV Community — AI ↗

Timeline · 1 report

  1. 2026-10-17 19:02 · DEV Community — AI
    A confident model isn’t a safe one. In my open-source (MIT) LangGraph underwriting agent, a risk ceiling in plain code overrides every model, so prompt injection can’t get a risky loan approved. Code: github.com/shadrach-tayo/underwriting-agent

More stories

  1. DeepSeek releases V4.1-Flash-1017 with open weights and improved benchmarks — Vercel Blog
  2. Meta releases Muse Spark Open, an 816B-parameter AI model optimized for local Mac execution — Together AI Blog
  3. Vercel Adds Session Affinity to AI Gateway Logs — Vercel Blog
  4. Qwen 3.8 Flash Next gains traction for local speed and quality — r/LocalLLaMA
  5. OpenMOSS releases Apache-licensed MOSS-Image model — r/StableDiffusion
  6. Apple tightens App Store rules to block AI nudify apps — Engadget
  7. NVIDIA Launches RTX Spark Laptops for Creators and AI Agents — NVIDIA Blog
  8. Scarlet and Reach Security each raise $50M Series B for AI expansion — Techmeme

Get the daily brief of stories like this at 6:30 every morning →