San Francisco-based Anthropic PBC has partnered with Toronto charity Venture for Canada to launch a six-week program aimed at teaching Canadians how to use artificial intelligence to build one-person businesses. Participants in the program will receive free access to an Anthropic Claude Max licence for the duration of the course.
Venture for Canada announced the initiative on Thursday, saying the training will cover how to adopt AI tools effectively and responsibly as participants work to turn business ideas into viable one-person companies. Venture for Canada chief executive Steven Wang said the program is designed to be comprehensive, guiding entrepreneurs through practical use of the technology.
The program builds on an earlier commitment from Anthropic. In July, the company pledged $10 million in Claude credits to Canada’s three national AI institutes — the Alberta Machine Intelligence Institute (Amii) in Edmonton, Mila in Quebec, and the Vector Institute for Artificial Intelligence in Toronto — with each institute receiving $1 million to support AI safety research and applications in fields such as robotics and health care. Anthropic also said it would provide at least US$5,000 in Claude credits to startups affiliated with those institutes to help them get their businesses off the ground.
A Familiar Playbook Among AI Giants
Anthropic’s approach mirrors one already used by rival OpenAI LLC, which has offered free credits for its AI tools to startups enrolled in Creative Destruction Lab, a non-profit accelerator focused on early-stage science and technology ventures. OpenAI has said it will extend credits to more than 700 startups in the program and work closely with a select group of high-performing companies to help bring their products to market and scale them.
While such arrangements are becoming more common, some technology policy watchers caution that they come with tradeoffs. Vass Bednar, managing director at the Canadian Shield Institute, a policy-focused think tank, said offering free credits allows leading AI labs to entrench their market position. She said arrangements framed as investment can serve to help firms set themselves up as dominant players in the technology.
Wendy Wong, a professor of political science at the University of British Columbia, said the deals give Canadian companies access to advanced AI systems that might otherwise be costly or difficult to obtain, but noted they could also create dependencies on a single AI provider.
Organizers Say They’re Guarding Against Lock-In
The Canadian organizations involved in these partnerships say they have taken steps to avoid tying businesses to a single AI model provider and to ensure the benefits stay within Canada. Ajay Agrawal, founder of Creative Destruction Lab and a professor at the University of Toronto, said access to free credits is not the same as dependence, arguing that lowering the cost of experimentation is valuable for startups. He said CDL’s program encourages founders to treat the credits as a learning subsidy while retaining control over their own data, technical intellectual property and workflows, so they can switch providers as the technology evolves. Agrawal added that Canada does not need to control every layer of the AI stack, and that the country’s economy stands to benefit if Canadian companies own the scarcer components that surround AI systems.
Both Wang and Agrawal said their organizations remain open to working with other AI model providers. Wang said Venture for Canada does not enter exclusive agreements that would lock participants into a single company’s technology, noting the charity is also open to collaborating with Toronto-based Cohere Inc. Venture for Canada is separately partnering with Amii and Mila to offer AI tools to young entrepreneurs and small and medium-sized businesses. Wang said the goal is to expose Canadians to a range of options so they can use AI responsibly. He also said his organization recently met with Anthropic in New York City to develop responsible AI training material for Canadian small businesses.
Anthropic's Canadian AI Funding Commitments
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