The Innovation Game

L

Lukas

Researcher

The Innovation Game
Published: August 30, 2024Updated: September 9, 20243 min read
AI
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The Innovation Game (TIG) Overview

  • TIG creates a synthetic market to reward the development and optimization of algorithms.
  • Innovators (algorithm creators) and Benchmarkers (who solve computational challenges) are rewarded with TIG tokens.
  • TIG addresses real-world challenges like Boolean satisfiability, vehicle routing, and the knapsack problem, with more to come from fields like AI, biology, and climate science.

What is The Innovation Game (TIG)?

The Innovation Game (TIG) is an open-source protocol focused on algorithm optimization. Its primary function is to create a transparent and objective market for algorithms by rewarding efficient solutions to computational problems. By allowing algorithms to be recognized as valuable assets, TIG opens up an entirely new, investable market for innovation.

TIG was launched as a decentralized research platform to tackle real-world problems like Boolean satisfiability, the knapsack problem, and more. By focusing on solving complex 'asymmetric' challenges, TIG incentivizes the development of cutting-edge algorithms. These challenges require significant computational effort to solve but are easy to verify, ensuring that algorithmic innovations are directed towards impactful scientific advancements

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How Does TIG Work?

TIG operates as a decentralized marketplace where Innovators submit algorithms, and Benchmarkers use them to solve computational problems. Here's a breakdown of the workflow:

  • Innovators submit their algorithms, which are compiled into WebAssembly (WASM) for execution.
  • Benchmarkers choose from a set of computational challenges and apply Innovators' algorithms to solve them. They validate solutions and submit results to the TIG network for verification.

How Do Benchmarkers and Innovators Interact?

The interaction between Benchmarkers and Innovators is at the heart of the TIG ecosystem. Innovators create and submit algorithms, which Benchmarkers then use to solve computational challenges. The performance and efficiency of these algorithms are validated through the benchmarking process, and the best algorithms are rewarded with increased adoption and token rewards.

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This symbiotic relationship ensures a continuous cycle of innovation and validation. Innovators are motivated to develop cutting-edge algorithms, while Benchmarkers are driven to find and use the most efficient solutions. This dynamic not only accelerates the pace of algorithmic innovation but also ensures that the TIG ecosystem remains robust, transparent, and meritocratic.

What Makes TIG Unique?

TIG’s primary innovation is its ability to treat algorithms as digital commodities in a synthetic market. What sets it apart is its focus on asymmetric problems—issues that are hard to compute but easy to verify. This approach minimizes the risk of gaming the system and directs computational resources towards meaningful and practical problems.

TIG also introduces a decentralized research lab model where anyone can contribute, evaluate, and improve algorithms. The platform encourages constant innovation, with solutions vetted through transparent and competitive benchmarking.

Tokenomics of TIG

TIG's economic model revolves around its token system, rewarding both Innovators and Benchmarkers for their contributions. The total supply of TIG tokens is capped at 131 million, with tokens distributed at the end of each challenge round.

  • How Tokens Are Earned: Innovators are rewarded for their algorithm submissions, and Benchmarkers earn tokens for solving challenges.
  • Distribution: Tokens are minted at the end of each round (10,080 blocks or about 7 days) and distributed based on contributions.
  • Utility: TIG tokens incentivize participation, whether through creating new algorithms or solving challenges. As the ecosystem matures, tokens will be tied to the value of intellectual property generated within the network.
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With plans to migrate to a dedicated Layer 1 blockchain on Polkadot’s substrate by 2024, TIG’s infrastructure is poised to become even more scalable and robust. Additionally, the introduction of staking and locked deposits will enhance the ecosystem’s stability

Summary

The Innovation Game (TIG) is reshaping the way we approach algorithm optimization by creating a decentralized marketplace where computational methods are rewarded. Innovators develop algorithms, while Benchmarkers validate solutions, with both groups earning TIG tokens for their contributions. TIG’s focus on solving real-world, hard-to-compute challenges ensures the ecosystem remains relevant and impactful. With a strong tokenomics model and a roadmap geared towards expansion, TIG is set to revolutionize algorithmic innovation.

FAQ about TIG

What is the role of Benchmarkers in TIG?

Benchmarkers solve computational challenges using algorithms submitted by Innovators. They validate solutions and earn TIG tokens based on the number and quality of solutions they submit.

How does TIG reward its participants?

TIG rewards Innovators for creating algorithms and Benchmarkers for solving challenges. The rewards are distributed in the form of TIG tokens, with the distribution happening at the end of each round.

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