At first glance, the stark messaging from Anthropic and its real-world actions seem fundamentally at odds. However, within the walls of the company, many employees see no contradiction at all. To grasp why, one must understand that Anthropic operates on two foundational beliefs. The first is that artificial intelligence represents the most transformative technology in human history, making its emergence inevitable. The primary question, according to this view, is whether it leads to catastrophic failure or extraordinary prosperity for humanity.
The second core belief is that the world will be significantly safer if Anthropic remains at the very frontier of the AI race. Leaders and staff internally often refer to themselves as the good guys, implying they are the responsible stewards of this powerful technology. For the company, accumulating power—be it in the form of capital, raw compute, research talent, or political leverage—is not a pursuit of self-interest, but rather the necessary price of fulfilling its overarching mission: to ensure the world safely navigates the transition through transformative AI.
Helen Toner, executive director of Georgetown’s Center for Security and Emerging Technology and a former board member at OpenAI, uses a forest analogy to describe Anthropic’s worldview. She characterizes powerful AI as a vast forest containing both magical treasures and dangerous monsters. As villagers rush in lured by the treasure, Anthropic aims to venture deeper into the forest than anyone else while simultaneously investing heavily in taming the monsters—essentially capturing the benefits of AI while aggressively containing its risks.
Toner explains that what distinguishes Anthropic is their mindset that since people are entering the forest regardless, they must do it first. This is explicitly their strategy: build cutting-edge AI to secure a seat at the table where they can influence what these systems look like, identify the risks they pose, and advocate for reasonable safeguards. While it is a straightforward strategy, Toner notes that it is often perceived as unusual because of the scale involved.
Anthropic CEO Dario Amodei articulated this approach during a discussion with his cofounders, which was posted on the company’s career page. He stated that one must find a way to be competitive and lead the industry in certain cases while still managing to do things safely. He argued that if you can achieve that, the gravitational pull you exert becomes immense.
Founded in 2021 by a group of former OpenAI employees who had lost faith in the leadership of Sam Altman, Anthropic is still defined by that divergence. Former employees indicate that in internal discourse, Anthropic executives frequently cite Altman, OpenAI, and to a lesser extent, Meta and Elon Musk’s xAI, as cautionary examples that help define Anthropic’s sense of responsibility.
Aligning Business with Mission
In many ways, Anthropic functions like other Silicon Valley entities. Startups often frame themselves as the underdog fighting entrenched incumbents to disrupt industries. Google, Facebook, and Apple were also built upon idealistic principles that became complicated as they expanded in influence and wealth. Yet, former staff say Anthropic is unique in the intensity of its mission-driven culture. The company explicitly tells applicants that it is not a typical firm shaped merely by market forces; it is governed by a public benefit structure designed to prioritize the long-term benefit of humanity over immediate profits. Achieving financial success and building the most capable models is viewed as a prerequisite to fulfilling its obligation to lead the industry on safety.
Sam McCandlish, cofounder and chief architect of Anthropic, mentioned in the same career page conversation that they did not initially want to start a company but felt it was their duty. They viewed it as the only viable path to ensure that AI development proceeds in a better direction. Anthropic declined to provide comments for this story.
The company markets itself on its website as a high-trust, low-ego organization largely devoid of internal politics, a description former employees largely agree with. They note that compared to other labs, Anthropic employees generally trust Amodei to be candid about the company’s technological progress, its government interactions, and its stance on geopolitics.
Debate and Accountability
Shazeda Ahmed, a postdoctoral scholar at UCLA who researches the ideological roots of the AI safety movement, warns that organizations like Anthropic may struggle with a lack of pluralism. Her research indicates that the AI safety movement, which is rooted in subcultures like effective altruism, suffers from homogeneity and a tendency toward self-governance. She suggests that when you surround yourself only with people who share your core beliefs, you stop being challenged and fail to recognize your own blind spots.
One former employee noted there is a lively culture of debate at Anthropic, with staff critiques often triggering long responses from leadership. However, another former employee described a less open environment where candid criticism remained within private chats rather than challenging Amodei directly. They described all-hands meetings with Amodei as being more like a sermon than a collaborative forum. A significant controversy arose in late 2024 when Anthropic became the first major AI lab to partner with Palantir to provide services for US intelligence and defense agencies. Despite internal concerns raised by staff, the policy remained unchanged.
Writing on the forum LessWrong at the time, employee Evan Hubinger defended the deal, stating that the company was extremely forthright with staff and that attempting to block the US government from using AI was not a viable strategy if one takes catastrophic risks seriously. Less than two years later, reports emerged that the Pentagon had begun using Claude to identify strike targets in the Israel-Iran war. When asked by Bloomberg whether Anthropic’s models were used in an attack on an Iranian school that resulted in over 120 deaths, Amodei could not confirm but noted it would have been an approved use provided a human made the final call. This highlights the gap between Anthropic’s vision of responsible AI and its application in the real world.
Furthermore, Anthropic’s strict views on model usage have caused friction. Earlier this month, the company released Claude Fable 5, which included a safeguard that would secretly sabotage the work of researchers if they attempted to use the model for frontier development in violation of terms. After industry-wide criticism, the company walked back the decision, admitting it had not struck the right balance. Amodei himself has acknowledged that the concentration of power in a few AI labs, including his own, is a major risk, though his suggestions for remedy remain focused on observation and public commitments rather than a fundamental redistribution of power.
