Worried about AI taking your job? Samsung's new tool will let your boss track just how well it's doing (www.techradar.com)

Samsung Research has released TRUEBench (Trustworthy Real-world Usage Evaluation Benchmark), a rigorous new benchmark designed to judge AI chatbots on realistic workplace tasks. TRUEBench contains 2,485 tests across ten categories and 12 languages, with inputs ranging from a few characters to documents over 20,000 characters. Unlike many English-only, single-question benchmarks, it includes multi-step tasks such as long-form summarization and translation. Each test enforces strict, all-or-nothing criteria—models fail unless they meet every specified condition—while human annotators and AI systems iteratively craft precise, contradiction-free scoring rules. Scoring is automated to reduce subjectivity, and parts of the benchmark (including leaderboards for up to five models and an average response-length metric) are published on Hugging Face. The significance for the AI/ML community is twofold: TRUEBench pushes evaluation toward realistic, multilingual productivity scenarios and increases transparency around model efficiency and accuracy, which can influence both research priorities and enterprise procurement. For employers, it offers a concrete way to compare whether chatbots can reliably replace or supplement human work. At the same time, TRUEBench’s strict, synthetic tests may reveal failure modes that classroom-style benchmarks miss—but they still can’t fully capture workplace nuance, so results should guide rather than dictate deployment decisions.