The Thinking Game | Full documentary | Tribeca Film Festival official selection

The documentary "The Thinking Game" chronicles the journey of DeepMind, founded by Demis Hassabis, as they pursue the development of Artificial General Intelligence (AGI). The film follows the team's evolution

from a small, stealthy startup to a central part of Google's research efforts, focusing on their use of games as a testing ground for AI, and ultimately, their breakthrough in solving the protein folding proble

m.

Key Phases of the DeepMind Journey

Phase Focus Key Achievements/Milestones

Early Days Stealth/Founding Assembling a team of "dreamers" in London to solve AGI.

Game Era Reinforcement Learning Training AI to m

aster Atari games, Go, and StarCraft II.

Google Acquisition Scaling/Research Gaining access to massive compute power to accelerate research.

Scientific Frontier AlphaFold Solving the protein folding problem, im

pacting biology/medicine.

Major Technical Milestones

Atari Games (DQN): The team combined reinforcement learning and deep learning to create an agent that could learn to play various Atari games from scratch, a

chieving human-level or better performance.

AlphaGo: A landmark achievement where the AI defeated top human Go players, including Lee Sedol, demonstrating the potential of reinforcement learning.

AlphaZero: An

iteration that moved beyond learning from human data, teaching itself through self-play and mastering games like chess and Go with superhuman efficiency.

AlphaStar: An AI agent developed to master the complex,

real-time strategy game StarCraft II, highlighting the challenges of continuous decision-making and partially observable environments.

AlphaFold: The culmination of their efforts in applying AI to scientific pr

oblems. By predicting the 3D structures of proteins from their amino acid sequences, DeepMind solved a 50-year-old biological challenge, eventually releasing the structures of over 200 million proteins to the p

ublic.

Philosophical and Ethical Considerations

The documentary emphasizes that the pursuit of AGI is not just a technical endeavor but an ethical one. The team and experts in the film reflect on several critic

al themes:

The "Sputnik Moment": AlphaGo's success is framed as an AI "Sputnik moment," signaling to the world that AGI is on the horizon and accelerating the global AI race.

Safety and Governance: With the rap

id advancement of AI, the film highlights the urgent need for global coordination, ethical frameworks, and institutional oversight to manage potential risks, such as militarization, disinformation, and societal

displacement.

Humanity's Future: The potential impact of AGI is described as being comparable to the discovery of electricity or fire—a transformative event that will divide human history. The responsibility o

f developing AI that aligns with human values is a central concern for the team.

The documentary concludes with an ongoing reflection on the nature of intelligence, the rapid pace of innovation, and the immense

responsibility that comes with creating a tool that could fundamentally reinvent human civilization.

The Thinking Game | Full documentary | Tribeca Film Festival official selection

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