An 80-Run Benchmark of AI Login Agents
Eight models ran the same five-user login task 10 times. We measured authentication success, cost, latency, tokens, and execution strategy.
Posts tagged LLM Security
Kimi K2.6 vs GPT-5.5 in Authorization Testing
What two real authorization traces showed us about persistence, restraint, and the evidence gates Tahr needs around both.
Insight: Model choice changes how hard an agent pushes before evidence promotion.
Creativity and verification don't live in the same agent
Most AI security systems constrain every attack agent. We take a different approach: let some agents explore widely, then rely on a downstream verifier to keep only what is real.
Insight: Exploration and verification work better when different agents own each job.
