Inside LinkedIn’s Cognitive Memory Agent for Agentic Personalization
LinkedIn’s hiring assistant now uses a four-layer memory system to retain recruiter preferences across sessions, moving beyond simple session context to persistent…
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Nvidia Raises AI Server Prices Over 15% as Memory Costs Bite Data Center Operators
Nvidia is informing large customers that its AI server systems for data centers will cost over 15% more starting early 2027, driven…
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Satellite LiDAR Study Reveals Ancient Colombian Water Systems Were Built Without Centralized Leadership
High-precision LiDAR mapping and spatial analysis show that pre-Hispanic agricultural and hydraulic networks in La Mojana were constructed through community self-organization rather…
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China’s Vertical Elevator Cuts a 3-Hour School Trek to 30 Minutes in Yunnan’s Nizhuhe Canyon
A 288-meter elevator system in Yunnan, China, has reduced a dangerous mountain commute for students from over three hours to about 30…
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LACONIC Sparse Retrieval Models Match Dense Performance at 74% Less Memory, Paper Shows
New LACONIC family of learned sparse retrievers based on Llama3 achieves 60.2 nDCG@10 on MTEB Retrieval benchmark while using 74% less index…
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OpenAI Dissolves Preparedness Team, Marking Third Safety Unit Shutdown
The Preparedness Team, tasked with assessing catastrophic risks from AI models including biological and nuclear threats, has been dissolved. It is the…
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LLM-Generated ICU Summaries Improve Mortality Prediction, but Mostly Reorganize Clinical Notes
A MIMIC-III study finds fusing LLM-generated ICU summaries with physiology improves in-hospital mortality prediction, yet redundancy tests suggest most of the gain…
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Neon Functions puts Node.js compute on Postgres branches for AI agent backends
Neon announced Functions, a Node.js 24 runtime deployed directly onto a Postgres branch with automatic DATABASE_URL injection, aimed at AI agent loops,…
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Only 5% of GenAI Projects Pay Off. These 8 Companies Show the Difference
An MIT study puts the genAI success rate at about 5%. A Forbes analysis of Walmart, Mercado Libre, IKEA, UPS and others…
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Prediction-Enhanced Monte Carlo: New Framework Uses ML to Cut Simulation Variance Without Sacrificing Unbiasedness
An updated arXiv paper describes Prediction-Enhanced Monte Carlo, a method that combines machine learning predictors with cheap simulation features to reduce variance…
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