MIT HAN Lab introduce a framework that only applies a full KV cache to retrieval heads while using a light-weight, constant-length KV cache for streaming heads, which reduces both LLM's decoding and pre-filling memory and latency without compromising its long-context abilities.
SYSTEMS
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VRAGE3 Game Simulation Scales Better CPU Core Saturation
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In VRAGE3 the game simulation should scale better and saturate the CPU cores better.
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Gartner’s Top 10 Strategic Technology Trends for 2025
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Gartner Top 10 Strategic Technology Trends for 2025 Agentic AI
Post-quantum Cryptography
Spatial Computing
AI Governance Platforms
Ambient Invisible Intelligence
Polyfunctional Robots
Disinformation Security
Energy-Efficient Computing -
Agent S: Open Framework Enables Autonomous Computer Interaction
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7). Agent S – a new open agentic framework that enables autonomous interaction with computers through a GUI; Agent S tackles challenges such as acquiring knowledge, planning over long-task horizons, and handling dynamic interfaces.
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LLM Introspection Enables Self-Knowledge and System Interpretability
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4). Introspection in LLMs – reports that LLMs can acquire knowledge through introspection that cannot be inferred from their training data; suggests that LLMs contain privileged information about themselves that can potentially lead to more interpretable and controllable systems.
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How to re-rank your snippets in RAG with ColBERT, Rerankers
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𝗛𝗼𝘄 𝘁𝗼 𝗿𝗲-𝗿𝗮𝗻𝗸 𝘆𝗼𝘂𝗿 𝘀𝗻𝗶𝗽𝗽𝗲𝘁𝘀 𝗶𝗻 𝗥𝗔𝗚 ⇒ ColBERT, Rerankers, Cross-Encoders Let’s say you’re doing RAG, and in an effort to improve performance, you try to rerank a few possible source snippets by their relevancy to a query. How can you score
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Advanced Driver Assistance Systems Save Lives on Roads
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Los sistemas avanzados de asistencia a la conducción pueden salvar tu vida en la carretera.
— Juan Merodio (@juanmerodio) 17 octobre 2024
Quedarse dormido o sufrir un desvanecimiento al volante supone un alto riesgo de accidente, pero la tecnología que implementan los vehículos más modernos pueden evitar una tragedia. Son… pic.twitter.com/dyqLjqYFKJLos sistemas avanzados de asistencia a la conducción pueden salvar tu vida en la carretera. Quedarse dormido o sufrir un desvanecimiento al volante supone un alto riesgo de accidente, pero la tecnología que implementan los vehículos más modernos pueden evitar una tragedia. Son
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AI-Optimized Data Warehouses Enhance Performance and Governance
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AI has the power to address the data warehouse’s biggest challenges – thanks to its deeper understanding of your data & how it’s used. This is data intelligence. Experts share how AI-optimized data warehouses can enhance performance, governance & more.
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Bad if condition for water filter alert
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It's like giving a bad condition to an if condition to alert on water filter control. It's not the AI's fault. It's bad settings and testing. The danger is releasing AI systems without knowing how to design and test them. But
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B-trees and Database Indexes: Core Concepts
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B-trees and database indexes — PlanetScale https://
bit.ly/4gKeMGL
#AI #MachineLearning #DeepLearning #LLMs #DataScience