#efficientai — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #efficientai, aggregated by home.social.
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AgentOCR zeigt, dass LLM-Agenten ihre immer länger werdende Interaktionshistorie als kompakte Bilder speichern können und dabei >95% der Leistung bei >50% weniger Tokens halten.
Wer Agenten produktiv betreiben will, braucht Memory-Governance: adaptive Kompression, Caching/Segmentierung, und klare Policies, wann Informationsdichte zugunsten von Kosten/Latency reduziert werden darf.
#LLMAgents #EfficientAI #MultimodalAI
https://arxiv.org/html/2601.04786v1 -
AgentOCR zeigt, dass LLM-Agenten ihre immer länger werdende Interaktionshistorie als kompakte Bilder speichern können und dabei >95% der Leistung bei >50% weniger Tokens halten.
Wer Agenten produktiv betreiben will, braucht Memory-Governance: adaptive Kompression, Caching/Segmentierung, und klare Policies, wann Informationsdichte zugunsten von Kosten/Latency reduziert werden darf.
#LLMAgents #EfficientAI #MultimodalAI
https://arxiv.org/html/2601.04786v1 -
AgentOCR zeigt, dass LLM-Agenten ihre immer länger werdende Interaktionshistorie als kompakte Bilder speichern können und dabei >95% der Leistung bei >50% weniger Tokens halten.
Wer Agenten produktiv betreiben will, braucht Memory-Governance: adaptive Kompression, Caching/Segmentierung, und klare Policies, wann Informationsdichte zugunsten von Kosten/Latency reduziert werden darf.
#LLMAgents #EfficientAI #MultimodalAI
https://arxiv.org/html/2601.04786v1 -
AgentOCR zeigt, dass LLM-Agenten ihre immer länger werdende Interaktionshistorie als kompakte Bilder speichern können und dabei >95% der Leistung bei >50% weniger Tokens halten.
Wer Agenten produktiv betreiben will, braucht Memory-Governance: adaptive Kompression, Caching/Segmentierung, und klare Policies, wann Informationsdichte zugunsten von Kosten/Latency reduziert werden darf.
#LLMAgents #EfficientAI #MultimodalAI
https://arxiv.org/html/2601.04786v1 -
AgentOCR zeigt, dass LLM-Agenten ihre immer länger werdende Interaktionshistorie als kompakte Bilder speichern können und dabei >95% der Leistung bei >50% weniger Tokens halten.
Wer Agenten produktiv betreiben will, braucht Memory-Governance: adaptive Kompression, Caching/Segmentierung, und klare Policies, wann Informationsdichte zugunsten von Kosten/Latency reduziert werden darf.
#LLMAgents #EfficientAI #MultimodalAI
https://arxiv.org/html/2601.04786v1 -
Ah, another groundbreaking paper claiming to revolutionize the world with a fancy term like "Expressive, Efficient Attention Architecture" 🎩✨. Meanwhile, GitHub is busy cramming more AI buzzwords into their menu than your mom's Thanksgiving turkey 🍗🤖.
https://github.com/MoonshotAI/Kimi-Linear #ExpressiveAttention #EfficientAI #GroundbreakingResearch #GitHubBuzzwords #TechInnovation #HackerNews #ngated -
AI Image Generation for Consumer PCs: Alibaba Releases 6B Z-Image-Turbo Model
#AI #GenAI #Alibaba #OpenSource #ZImageTurbo #AIArt #AIImages #AIImageGeneration #EfficientAI #LocalAI
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This article introduces a Tiny Recursive Model (TRM) with only 7M parameters that outperforms many large LLMs on reasoning benchmarks like ARC-AGI, achieving 45% accuracy on ARC-AGI-1 and 8% on ARC-AGI-2. #AIResearch #EfficientAI #RecursiveReasoning arxiv.org/abs/2510.04871
Less is More: Recursive Reason... -
Less is More: Recursive Reasoning with Tiny Networks introduces a Tiny Recursive Model (TRM) with only 7M parameters that outperforms many large LLMs on reasoning benchmarks like ARC-AGI, achieving 45% accuracy on ARC-AGI-1 and 8% on ARC-AGI-2 — higher than Gemini 2.5 Pro and Deepseek R1 with less than 0.01 % of their size.
A promising step toward efficient reasoning.
#AIResearch #EfficientAI #RecursiveReasoning
https://arxiv.org/abs/2510.04871 -
High-resolution efficient image generation from WiFi Mapping
https://arxiv.org/abs/2506.10605
#HackerNews #HighResolutionImageGeneration #WiFiMapping #EfficientAI #ImageProcessing #TechInnovation
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DeepSeek: how a small Chinese AI company is shaking up US tech heavyweights
#AI #DeepSeek #TechInnovation #MachineLearning #AIModels #TechIndustry #AIResearch #OpenAI #Anthropic #NVIDIA #EfficientAI #FutureOfAI #TechNews #Chatbots #Anthropic #OpenSource
https://the-14.com/deepseek-how-a-small-chinese-ai-company-is-shaking-up-us-tech-heavyweights/ -
Ah, another groundbreaking paper claiming to revolutionize the world with a fancy term like "Expressive, Efficient Attention Architecture" 🎩✨. Meanwhile, GitHub is busy cramming more AI buzzwords into their menu than your mom's Thanksgiving turkey 🍗🤖.
https://github.com/MoonshotAI/Kimi-Linear #ExpressiveAttention #EfficientAI #GroundbreakingResearch #GitHubBuzzwords #TechInnovation #HackerNews #ngated -
Ah, another groundbreaking paper claiming to revolutionize the world with a fancy term like "Expressive, Efficient Attention Architecture" 🎩✨. Meanwhile, GitHub is busy cramming more AI buzzwords into their menu than your mom's Thanksgiving turkey 🍗🤖.
https://github.com/MoonshotAI/Kimi-Linear #ExpressiveAttention #EfficientAI #GroundbreakingResearch #GitHubBuzzwords #TechInnovation #HackerNews #ngated -
Ah, another groundbreaking paper claiming to revolutionize the world with a fancy term like "Expressive, Efficient Attention Architecture" 🎩✨. Meanwhile, GitHub is busy cramming more AI buzzwords into their menu than your mom's Thanksgiving turkey 🍗🤖.
https://github.com/MoonshotAI/Kimi-Linear #ExpressiveAttention #EfficientAI #GroundbreakingResearch #GitHubBuzzwords #TechInnovation #HackerNews #ngated -
High-resolution efficient image generation from WiFi Mapping
https://arxiv.org/abs/2506.10605
#HackerNews #HighResolutionImageGeneration #WiFiMapping #EfficientAI #ImageProcessing #TechInnovation
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High-resolution efficient image generation from WiFi Mapping
https://arxiv.org/abs/2506.10605
#HackerNews #HighResolutionImageGeneration #WiFiMapping #EfficientAI #ImageProcessing #TechInnovation
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High-resolution efficient image generation from WiFi Mapping
https://arxiv.org/abs/2506.10605
#HackerNews #HighResolutionImageGeneration #WiFiMapping #EfficientAI #ImageProcessing #TechInnovation
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High-resolution efficient image generation from WiFi Mapping
https://arxiv.org/abs/2506.10605
#HackerNews #HighResolutionImageGeneration #WiFiMapping #EfficientAI #ImageProcessing #TechInnovation
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AI Image Generation for Consumer PCs: Alibaba Releases 6B Z-Image-Turbo Model
#AI #GenAI #Alibaba #OpenSource #ZImageTurbo #AIArt #AIImages #AIImageGeneration #EfficientAI #LocalAI