Shain Noor(@shaincodes):When you ask an AI a hard tax question, it answers with total confidence. The problem is that confidence and correctness aren't the same thing, and in tax, a wrong answer that sounds right is worse than no answer at all. So we built something different, and tested it against everyone. We evaluated 7 of the most popular AI products across 10 of the hardest tax scenarios, covering federal law and five state tax codes. Every answer was graded 1 to 10 for factual accuracy. @cfosilvia scored 8.73, the highest of any product tested. We open-sourced everything. Full breakdown, with the benchmark and research paper linked:

2026.08.13 14:19

When you ask an AI a hard tax question, it answers with total confidence. The problem is that confidence and correctness aren't the same thing, and in tax, a wrong answer that sounds right is worse than no answer at all. So we built something different, and tested it against everyone. We evaluated 7 of the most popular AI products across 10 of the hardest tax scenarios, covering federal law and five state tax codes. Every answer was graded 1 to 10 for factual accuracy. @cfosilvia scored 8.73, the highest of any product tested. We open-sourced everything. Full breakdown, with the benchmark and research paper linked:

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