Damning reports about the ineffectiveness of Facebook’s AI in countering hate speech prompted the firm to publish a post to the contrary, but the company's own internal documents highlight serious failures.

Facebook has had a particularly rough time as of late, with a series of Wall Street Journal reports in particular claiming the company knows that “its platforms are riddled with flaws that cause harm” and “despite congressional hearings, its own pledges and numerous...