Evaluating LLMs on standardized leaderboards (like MMLU or HumanEval) is helpful, but it rarely...
Benchmarking GPT-4o, Claude 3.5 Sonnet, and Llama 3 for Automated Code Auditing & Vulnerability Detection
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Testing async side effects in an LLM agent harness: tickets, retries, and exactly-once
Last week I published a 30-scenario red-team harness for AI support bots. Within two days, three...
Nemotron 3.5 Transcribe on one 32 GB Blackwell card: the prompt is your API, so test it
One deployment returns verbatim, clean or speaker-tagged text by prompt: 3 minutes in 4.4 s on 32 GB. The clean prompt still adds speaker tags.
Our customers had already told us what Siri should say
Thousands of apps run on our engine: a radio station, a sports club, a local paper, a pastry shop,...