[ The first autonomous worker is coming online ] Setting up the first autonomous worker: OpenClaw, running on a dedicated machine with its own accounts and a $AGIALPHA-funded wallet. It will listen to AGIJobManager, autonomously apply to AGI Jobs, execute them, and submit
SYSTEMS
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Smart Terminal Monitor with Cascading LLM Architecture
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I would love some kind of 'smartly monitor terminal' mode. You can kind of do this with a thinking model, but it's unstable. To have maybe a smaller LLM constantly see what's going on in the terminal and then escalating to the big one when bad things happen would be quite cool.
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Linux, LMStudio, and Exl2/Exl3 for AI Enthusiasts
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Move to Linux and try LMStudio and then Exl2/Exl3
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Criticism of Ollama and recommended alternatives for LLM deployment
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just a gentle reminder that nobody should use ollama > slower than llama.cpp on windows
> slower than mlx on mac
> slop useless wrapper
> literal code thieves alternatives? > lmstudio
> llama.cpp
> exllamav2/v3
> vllm
> sglang
> trt-llm literally anythingʼs better than ollama x.com/stevibe/status… -
DGX Sparks Utilize Custom Linux for Enhanced AI Computing
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Yeah. There’s a reason DGX Sparks are delivered with a pre-installed custom Linux image for example…
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Abstractions hinder performance, bare metal is optimal
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Abstractions are not great for performance Bare metal is the way to go imho
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Hardware Alone Isn’t Enough: Software Stack is Crucial for Adoption
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It’s wild to me that folks still don’t understand this A piece of hardware doesn’t matter if the software stack isn’t there Good luck waiting 5 years for that Intel GPU to be widely supported Even the Blackwell kernels aren’t mature yet and it’s already widely adopted lol
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Fireworks API Reliability and Model Latency Status Concerns
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Fireworks is super cool – but it was a bit flaky yesterday. Are you guys overloaded atm? Your status shows all-green; does it fully check model latency as part of its status checks?
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Cursor Cloud Agents Now Run on Your Own Infrastructure
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Cursor cloud agents can now run on your infrastructure. Get the same cloud agent harness and experience, but keep your code and tool execution entirely in your own network.
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Foundation Agent Memory Framework for Long Interactions
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Tired of AI agents forgetting crucial context in long interactions? A groundbreaking survey from multiple universities introduces a unified framework for foundation agent memory. This work explores how AI can effectively store, manage, and retrieve vast amounts of information