In the world of competitive gaming, efficiency and speed are paramount, and one individual is taking these principles to the extreme. This person, who wishes to remain anonymous, has developed an innovative app, FISH, to enhance their gameplay in The Finals, a fast-paced first-person shooter. The app, built with Anthropic's Opus 5, is a testament to the power of AI in gaming, but it also highlights the challenges and limitations of current technology. This article delves into the fascinating journey of creating FISH, the insights gained from using Opus 5, and the impact it has had on the player's gameplay. It also explores the broader implications of AI in gaming and the future of this exciting field.
The Birth of FISH
The player, a self-proclaimed impatient gamer, has a history of developing apps to streamline their gaming experience. Their previous projects, such as Overframe for Warframe and an AI coach for Magic: The Gathering Arena, showcase their passion for efficiency. With The Finals, a game that demands quick decision-making, the player sought to create an app that would provide strategic guidance without interfering with the game itself. FISH was born from this desire, aiming to offer both rulebook-style advice and more nuanced pro strategies.
Coding with Opus 5
The player chose Opus 5, Anthropic's latest complex reasoning model, to build FISH. The decision was influenced by their positive experience with GPT-5.6 and the model's efficiency gains over its predecessor. However, the player also encountered challenges, such as the five-hour limit and the uneven performance of agents. They found that Opus 5 could quickly exhaust the limit when spinning up agents, leading to frustration and the need for re-work. Despite these issues, the player was impressed by the model's ability to create a system that provided informed advice on randomly generated game states.
Feeding AI YouTube Guides
To create the strategy bible for FISH, the player extracted transcripts from hundreds of YouTube videos on playing The Finals. They then asked Opus 5 to analyze these transcripts, resulting in a wealth of principles that could be tagged to relevant game states. This process, though time-consuming, was surprisingly simple, even if the result was imperfect. The player found value in the nuanced strategy advice, which often differed from the rulebook-style guidance.
Does It Work?
The player's experience with FISH has been transformative. They have gained a deeper understanding of The Finals' mechanics and rules, allowing them to recall gadgets, interactive items, maps, and specializations more readily. FISH has also helped them analyze and respond to situations more effectively, reminding them of strategies like wiping as a team and using goo to stop RPG blasts. The app has made it easier for the player to apply discrete pieces of advice from YouTube videos, reinforcing their understanding of underlying principles.
The Bottom Line
While the player has only spent a few dozen hours in The Finals, they have already seen significant improvement. FISH has made the learning process more enjoyable and efficient. The app's impact on gameplay is undeniable, and the player believes it is worth the effort. In comparison to GPT-5.6, Opus 5 is a strong contender, offering efficiency gains and competitive intelligence. However, the player still favors GPT-5.6 for certain projects, highlighting the importance of choosing the right tool for the job.
In conclusion, the creation of FISH is a fascinating exploration of AI in gaming. It showcases the potential of technology to enhance gameplay, but also the challenges and limitations that must be overcome. As AI continues to evolve, the future of gaming looks bright, with innovative tools like FISH pushing the boundaries of what's possible.
