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Simply feeding the Slay the Spire game state directly to an LLM is currently insufficient to achieve stable deck-building or consistent combat performance. I categorize the game's …

I'm building an AI agent that plays Slay the Spire. It currently reaches A20 Act 3 consistently and occasionally defeats the A20 Heart. It use two search: spare graph search for de…

Yes, it uses modern technology to tackle an old problem: retrieval.

https://github.com/AttemorySystem/attemory/ stars and issues are welcome :) Using attention for retrieval was inspired by a comment I saw in here long time ago: Prediction and retr…

I am working on the same thing right now. However, unlike storing conversations in an external retrieval system, I use a local LLM to store the conversation's KV cache and perform …

Pi’s minimalism reveals a simple truth: the LLM is the core of any agent harness. Consequently, much of current harness tuning will become redundant(or even a hindrance) with next-…

> Myth 2: Writing Code Is the Bottleneck Writing code is indeed the bottleneck for same resource constrained companies. Rapid code development creates more opportunities for trial …

You need to optimize the KVCache part(save to disk to save compute) to achieve this goal.

So, is this a competition? To see whose model can be jailbroken the most times and incite the highest level of public alarm?

"mandatory safety testing" is an impractical ideal, it's not workable in real world. Like any technology, LLMs are dual-use tools capable of both beneficial and malicious applicati…

the current bottlenecks for agents are actually bottlenecks of the LLMs, rather than the agents themselves.

That’s a good analogy, but I think the reason we currently need the "nurse" role is the need to interact with the physical world. Most software products don't require this step, so…

How does your solution differ from other KV Cache approaches, such as LMCache?

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nope. any rewrite will be an AI rewrite soon.

I vide-coded some, but the core is hand-craft arch/algorithm, that's the most valuable part I want to protect.

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I am working on a new open-source project. (My project is in AI infrastructure. It already gets SOTA results on several well-known benchmarks.) The core value is not just the code,…