As the artificial intelligence race between the United States and China intensifies, Backswing Ventures, an Orlando-based early-stage defense venture capital firm, is taking a clear public position: America must keep building the most capable AI in the world, and pair that ambition with meaningful oversight of the foundational models shaping how future generations think, decide, and act.
The firm, which backs innovative companies in defense technology and national security, argues that the two imperatives are not in conflict. "Innovation and oversight aren't in conflict," said Kyle Asman, Managing Partner of Backswing Ventures. "Done right, they reinforce each other."
Backswing Ventures is pushing back against what it characterizes as dangerous complacency around U.S. AI infrastructure. The firm points to reporting from the Bitcoin Policy Institute (later cited by members of Congress) which alleges that Chinese state-linked actors and dark money networks have been fueling domestic opposition to data center construction. OpenAI has separately identified Chinese-linked influence activity targeting the U.S. AI buildout.
Kyle Asman and his team acknowledge the picture is more complicated than a simple foreign interference narrative. "To be fair, this is a contested claim," the firm notes, pointing to NPR and other outlets that have characterized the evidence as largely circumstantial, and to the organic nature of local community concerns over rising electricity costs, water usage, and environmental impact. "Both things can be true: real local concerns exist, and foreign actors may be trying to amplify them."
What is not up for debate, in Backswing's view, is the strategic cost of falling behind. For a defense venture capital firm whose portfolio companies depend on AI-enabled capability — from electronic warfare to autonomous systems to command-and-control infrastructure — the health of America's AI compute base is a national security question as much as a commercial one. "Continuing to build the most powerful AI here in the United States isn't optional," Asman said. "It's imperative."
At the same time, Backswing Ventures argues that the builders of large-scale AI models that are being developed domestically by companies, such as xAI, OpenAI, and Anthropic, must operate within a federal framework that ensures transparency and accountability.
The firm draws a direct line from the social media era's information failures to the risks posed by unregulated AI. In the post-COVID period, public frustration with how platforms like Google and Meta shaped information consumption revealed the consequences of concentrated, unaccountable influence over public discourse. The influence AI systems will have going forward, Backswing contends, could dwarf anything the social media generation witnessed because AI models do not merely shape what content people see. Increasingly, they generate the opinions themselves, often without users being able to see the underlying data or reasoning.
"As AI takes on more autonomous roles, from self-driving vehicles to clinical decision support, the question of whose values are embedded in these systems becomes a matter of public accountability," Asman said. "Without a federal framework that puts meaningful oversight in the hands of the public, we risk concentrating enormous decision-making power in a small number of AI company leaders who aren't accountable to the people it affects."
Backswing Ventures points to recent public remarks from AI industry leaders as reinforcing, rather than alleviating, those concerns. OpenAI CEO Sam Altman, when asked about the energy cost of training AI models, compared it to the energy required to raise and educate a human being over two decades. Investor Peter Thiel visibly hesitated before answering whether humanity should survive when posed the question in a recent podcast interview.
"Whatever the context behind those remarks, they underscore a real question," the firm said. "Should the people building these systems be the ones deciding, unilaterally, how AI trades off against human interests? For us, the answer is unequivocally no. Humanity's interests come first. And that's precisely why oversight matters."
Backswing Ventures Managing Partner Kyle Asman frames the firm's position not as opposition to AI development, but as a defense of the innovation culture that made American technology leadership possible. Left unregulated on inputs and data sourcing, the firm warns, AI models risk producing a generation that defers to the machine rather than learning to think independently.
"That kind of dependency may be the greater long-term threat to American strength," Asman said. "It would undercut the very innovation culture that made U.S. tech leadership possible in the first place."
The firm's stated position is direct: keep building the most capable AI in the world, here in America, and implement a regulatory framework that makes model inputs transparent and holds developers accountable for balance. For further context, Backswing Ventures has also explored related themes in its recent post on Medium: Investing in the Shovels of a Technical Gold Rush.
For defense technology investors, the stakes of getting this balance wrong are high. The Department of Defense increasingly relies on AI-enabled systems for threat detection, logistics, and decision support. If those systems are built on models that are opaque, unaccountable, or susceptible to embedded bias, it puts in question their operational reliability in contested environments.
Backswing Ventures, whose portfolio includes tactical electronic warfare companies delivering systems to U.S. Army Space and Missile Defense Command and U.S. Special Operations Command, sees responsible AI development as foundational to the long-term credibility of the defense technology sector itself.
