Anthropic launched a public submission channel it calls Hard Questions, inviting anyone to send the company their toughest concerns about artificial intelligence. Anthropic says it will publicly track the specific actions it takes in response and will be explicit about where it falls short of its own goals. The commitment covers questions about job displacement, the value of creative work, and who controls the most powerful AI systems.

Anthropic positions the new channel as the latest step in a longer research effort. The company says it has already asked thousands of people for their views. In the first round of what it calls the Anthropic Public Record, Anthropic put the same prompt to 52,000 Americans, asking them to name their biggest hopes and fears about the technology. A separate tool, the Anthropic Interviewer, gathered responses from 81,000 Claude users, reaching 159 countries and drawing on 70 languages. Anthropic also says it ran a large number of in-person focus groups and studies anonymized data on how Claude actually gets used.

That research sits inside governance machinery Anthropic built for itself. The company is structured as a Public Benefit Corporation, which legally requires it to weigh a public mission alongside shareholder returns. It has also created the Anthropic Institute, a research group focused on AI’s effects on society, and the Long-Term Benefit Trust, an independent body with a formal oversight role since the company’s founding.

None of that structure obligates Anthropic to change a product decision because of what the public tells it. A company can survey tens of thousands of people, publish a summary, and still ship whatever it had already planned to ship. Hard Questions commits Anthropic to disclosing which questions it received and what it did afterward. It does not commit the company to giving an outside party power to block a release, or to an independent auditor checking whether Anthropic’s account of its own progress is accurate.

The announcement does not specify a reporting schedule or name who will verify Anthropic’s self-assessment. It promises to publicly track and report its actions but sets no date for a first report and assigns no outside party the job of checking it. A company grading its own progress against goals it set for itself is a weaker form of accountability than one an outside body can audit, even when the intentions behind it are sincere.

The exercise carries a narrative benefit too. A lab that asks the public to name its fears about AI, then publishes the lab’s own response to those fears, ends up authoring both the question and the answer. That does not make the underlying data worthless. Reaching 81,000 Claude users across dozens of languages is a genuinely large qualitative dataset on how people already use the product, and focus groups can surface concerns a survey format misses entirely. Scale of sample is not the same thing as independence of interpretation.

For anyone building on Claude or competing against it, the sentiment numbers matter less than what comes next. Watch for Anthropic’s first published report against the Hard Questions commitment. It should name a specific policy or product decision that changed because of a submitted question, not just restate survey totals without a concrete example of the company acting against its own short-term interest.

Anthropic detailed the Hard Questions initiative in a post on its own news site, published July 9, 2026.