Discovery Loop is an independent public benefit corporation founded on August 5, 2026 by four senior Google and Google DeepMind researchers, aimed at automating research itself. The company describes its object as "developing advanced AI systems that leverage massive computational scale to fundamentally transform the speed and efficiency of innovation by automating complete experimental loops" (Source: techcrunch.com).
Founding
The founders are Jeff Dean, Google's chief scientist and a 27-year veteran of the company; Google senior fellow Sanjay Ghemawat, Dean's long-time collaborator on Google's foundational distributed-systems work; Google DeepMind senior research scientist Oriol Vinyals; and Google Brain founding member Quoc Le. All four left Google on August 5, 2026 (Source: techcrunch.com).
Dean gave as his reason that operating outside a public company gives the team room to make calls that are not necessarily in the company's purest financial interests — a rationale that tracks the public-benefit-corporation structure. Sundar Pichai wrote to staff: "After an incredible 27-year run, Jeff Dean is at a moment where he wants to try something new, and we're excited to support him in that" (Source: techcrunch.com; fortune.com).
Funding and compute
Alphabet is a founding investor and will supply cloud compute, with Google agreeing to provide computing capacity for the company's first year. Khosla Ventures and Radical Ventures invested alongside Alphabet. The founders declined to disclose the amount raised or the valuation. Vinod Khosla, who met the four at his Sand Hill Road office on a Saturday in order to conceal the departures, called them "the ultimate superstar team" (Source: implicator.ai).
The arrangement leaves Alphabet as both the departing employer and an investor and compute supplier, a structure comparable to other frontier-lab compute-for-equity arrangements. See AI Infrastructure Capex.
Context
The founding was announced the same day as a leadership change at Google DeepMind, in which Demis Hassabis moved from chief executive of the unit to chair of Google DeepMind and chief scientist of Alphabet, with Koray Kavukcuoglu taking over daily operations. Alphabet shares fell around 5% on the combined announcements (Source: fortune.com). The departures landed while Alphabet was forecasting as much as $205 billion in capital spending for full-year 2026 and had turned cash-flow negative for the first time on record in its most recently reported quarter (Source: implicator.ai).
The company's stated purpose — automating complete experimental loops in machine learning research — places it directly on the question examined at Recursive Self-Improvement (RSI), and its name refers to the loop it intends to close. Whether such loops can be closed for open-ended research questions, as against verifiable ones, is the subject of Can AI agents conduct open-ended AI research? Early evidence from two case studies (Kirgis et al., July 2026) and Verification Asymmetry.
Relationships
- related: Google DeepMind — the Alphabet unit two founders came from; its leadership change was announced the same day
- related: Recursive Self-Improvement (RSI) — the automation of research loops is the company's stated object
- related: Jeff Dean, Mirendil — a comparably-positioned startup founded on the self-improving-AI thesis