Max Schireson, a seasoned executive with a decade of experience at Battery Ventures, has transitioned into a new role as Partner, focusing on frontier technology investments within the firm’s latest fund, Battery Ventures XV, a substantial $3.25 billion vehicle. This strategic move marks a significant evolution in Schireson’s career, shifting from a supporting role as Executive-in-Residence and Operating Partner to a principal investment position with direct accountability for identifying and nurturing groundbreaking technologies.
Schireson’s primary focus will be on artificial intelligence (AI) models, with a keen eye on advancements in quantum computing and robotics, often termed "physical intelligence." This specialization underscores Battery Ventures’ commitment to identifying and capitalizing on the next wave of transformative technologies, areas poised to reshape industries and everyday life. The appointment comes at a time when the technology sector is experiencing rapid, albeit uneven, progress in AI development, prompting Schireson to advocate for more efficient and intelligent approaches to achieving advanced artificial general intelligence (AGI).
The AI Frontier: Challenges and Opportunities
While acknowledging the considerable strides made in AI models, Schireson expresses a pragmatic view on the current state of the art. He highlights the immense financial resources, citing figures in the billions of dollars, that have been invested in training large language models (LLMs) like those developed by OpenAI. However, he points to the still-nascent capabilities of these models, exemplified by an AI’s recommendation to walk to a carwash for a nearby task, questioning the sophisticated contextual understanding required for such advice. This anecdote serves to illustrate a broader point: the significant investment in scaling current AI architectures may not be the most efficient path to achieving truly intelligent systems.
"The industry has made great progress on AI models, but in my view we are still very early in the journey," Schireson stated in a recent announcement. He elaborated on the perceived disconnect between the cost of training and the nuanced intelligence demonstrated, suggesting that achieving a level of contextual understanding that anticipates follow-up questions, such as the logistics of washing a car after walking, may require more than simply escalating training expenditures. "While this level of contextual understanding may be harder than it superficially appears, it doesn’t seem like it should be even close to a trillion-dollar problem," he observed, signaling a belief that current paradigms may be hitting diminishing returns.
Schireson’s conviction stems from a belief that fundamental breakthroughs in algorithms and system architectures are essential for continued progress. He draws parallels to his past experience as a Go player, recalling the profound impact of AlphaGo’s victory over Lee Sedol a decade ago. The subsequent development of AlphaZero, which taught itself Go without human guidance, particularly impressed him. This demonstrated how a comparatively modest investment in algorithmic innovation could yield superhuman reasoning capabilities in a domain that had long resisted traditional computational approaches. "The ability of current models in coding will be a revolution in software development, but much work remains," he noted, implying that while AI’s impact on software engineering is already significant, its full potential is yet to be realized.
Charting the Course to Superintelligence
The central question driving Schireson’s new mandate is how humanity will transition from current AI capabilities to a state of "superintelligence" across diverse fields. His thesis posits that algorithmic breakthroughs will be the primary drivers of this evolution, rather than the incremental gains derived from simply increasing training data and computational power. This perspective aligns with a growing sentiment within the AI research community that emphasizes the need for more efficient and intelligent learning mechanisms.
Schireson has identified three key areas of particular interest for investment within Battery Ventures XV:
- New LLM Architectures that Scale More Efficiently: This points to a need for AI models that can achieve greater performance and understanding without the exponential increase in computational resources that characterizes current LLMs. Innovations in model design, such as more efficient attention mechanisms, sparse architectures, or novel neural network structures, could be pivotal.
- New Approaches to Memory for AI Systems: Current AI models often struggle with long-term memory and contextual recall. Developing more sophisticated memory systems, analogous to human memory, could enable AI to maintain coherence and learn from extended interactions and vast datasets more effectively. This might involve techniques like external memory modules or recurrent neural network variants with enhanced memory retention.
- New Approaches to the Software Development Lifecycle that Build on AI-Driven Coding: The rapid progress in AI-assisted coding, such as code generation and debugging tools, represents a significant paradigm shift. Schireson is keen to explore how these advancements can be integrated into more comprehensive AI-driven software development workflows, potentially automating larger portions of the development process and improving efficiency and quality.
This focus on algorithmic innovation and efficiency is crucial for democratizing access to advanced AI capabilities. If breakthroughs are tied solely to massive computational budgets, the development of cutting-edge AI will remain concentrated among a few well-resourced entities, potentially limiting broader societal benefits.
The Imperative of Accountability
Schireson’s transition to a Partner role is explicitly driven by a desire for increased accountability. For the past decade, his work at Battery Ventures involved supporting the investment team and portfolio companies. While he was accountable for the quality of his contributions, the ultimate investment outcomes rested with the Partners. In contrast, his previous executive roles at companies like MongoDB, where he served as CEO, and in other senior leadership positions, demanded direct responsibility for the financial and strategic results of an organization or business unit.
"I would summarize my decision with one word: accountability," Schireson explained. "As CEO at MongoDB, and before that in a variety of executive roles, I was accountable for a company’s or a business unit’s results. For the last decade working at Battery, I was in a support role, accountable for the quality of my work but not the outcome."
This shift signifies a desire to be directly involved in the high-stakes decision-making process of venture capital investing. The experience of meeting entrepreneurs with the objective of making personal investment decisions, rather than merely providing an assessment to others, is a fundamentally different engagement. "Meeting entrepreneurs with an objective of delivering an assessment to my partners is different from meeting entrepreneurs to decide if this will be one of the handful of investments I will make in any given year," he stated. This personal commitment to investment success is expected to sharpen his focus and drive more impactful contributions to Battery Ventures’ portfolio.
A Track Record of Strategic Investments
Schireson’s increased involvement in new investments throughout 2025 has already yielded tangible results, reinforcing his readiness for the Partner role. He was an integral part of the Battery Ventures team that participated in several significant funding rounds, demonstrating his ability to identify promising companies at various stages of growth. These include:
- Databricks Series J: Battery Ventures first invested in Databricks during its Series D round and participated in the most recent Series J round, underscoring a long-term conviction in the data and AI company.
- ClickHouse Series C: Battery Ventures was among the investors in the Series C funding for ClickHouse, an open-source, column-oriented database management system.
- Reflection Series B: Schireson was involved in Battery Ventures’ investment in Reflection’s Series B round. Reflection is a company focused on developing advanced AI-powered solutions.
- Fundamental Seed and Series A: Battery Ventures made seed and Series A investments in Fundamental, indicating early-stage confidence in the company’s potential.
- Quantum Art Series A: The firm also participated in the Series A funding for Quantum Art, a company likely operating at the intersection of quantum computing and AI, aligning with Schireson’s frontier tech focus.
These recent investment activities provide a strong foundation and confidence for Schireson as he embarks on his new responsibilities within Battery Ventures XV. His prior experience as a leader in technology companies, coupled with his deep understanding of the venture capital landscape, positions him to identify and support the next generation of innovators.
The Future of Frontier Tech Investment at Battery Ventures
The establishment of Battery Ventures XV with a significant allocation for frontier technologies signals a strategic direction for the firm. The $3.25 billion fund size allows for substantial investments in capital-intensive research and development initiatives characteristic of frontier tech. This commitment reflects a long-term view of technological evolution and the potential for outsized returns from companies pushing the boundaries of innovation.
Schireson’s appointment as Partner underscores Battery Ventures’ dedication to cultivating expertise in these complex and rapidly evolving fields. His focus on AI, quantum computing, and robotics is aligned with global trends in technological advancement, where these areas are increasingly seen as foundational to future economic growth and societal progress.
The implications of this appointment extend beyond Battery Ventures. As a prominent figure in the venture capital community, Schireson’s insights and investment decisions in frontier tech will likely influence market trends and attract further attention to these critical sectors. His emphasis on algorithmic innovation over sheer scale suggests a potential shift in how AI development is approached, potentially leading to more sustainable and accessible AI advancements.
The firm’s announcement noted that Schireson looks forward to sharing more about his market observations and the founders he will be partnering with in Battery Ventures XV. This suggests an ongoing dialogue about the progress and challenges in frontier technologies, providing valuable perspectives for entrepreneurs, investors, and the broader technology ecosystem.
The move by Battery Ventures, and Schireson’s pivotal role within it, highlights the growing importance of frontier technologies in the global investment landscape. The firm’s substantial fund and its strategic focus, guided by experienced leadership, are poised to play a significant role in shaping the future of innovation.
