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Models & ResearchAI AgentsAI DevelopmentInfrastructure & HardwareImage, Video & AudioRobotics & Autonomous SystemsBusiness & IndustryPolicy & RegulationSafety & SecurityBenchmarks & EvaluationOpen Source & CommunityAI in Society
Robotics & Autonomous SystemsBusiness & IndustryPolicy & RegulationSafety & SecurityBenchmarks & EvaluationOpen Source & CommunityAI in Society

6 NovBenchmarks & EvaluationTech Times

AI Backtest Guardrail Fails: Benchmark Finds Date Prompt Cuts GPT-5 Knowledge Claims 39% to 1%

#HustleGPT Challenge: GPT-4 Users Share How They Use AI to Start Business! Should You Join Them?

AIAI-generated summary Instructing GPT-5 to answer as of a past date reduces the share of answers claiming prior knowledge from 39% to 1%, while its accuracy changes from 76% to 75%. A benchmark called FinDendro posted to arXiv on Nov. 4 by a 15-author team tests safeguards against data leakage using 2,226 dated U.S. facts.

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