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Algorithms for Modern Processor Architectures

Hacker News

We advocate for a comprehensive approach: robust mathematical models grounded in a current and detailed understanding of system architecture. Through this lens, we explore how algorithmic design can leverage these characteristics of contemporary processors, drawing insights from practical case studies in widely used software.

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Unbundling the Graph in GraphRAG

O'Reilly Media

The “distance” between each pair of neighbors can be interpreted as a probability.When a question prompt arrives, run graph algorithms to traverse this probabilistic graph, then feed a ranked index of the collected chunks to LLM. One way to build a graph to use is to connect each text chunk in the vector store with its neighbors.

Database 131
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Build an AI-powered document processing platform with open source NER model and LLM on Amazon SageMaker

Flipboard

This endpoint based architecture provides decoupling between the other processing, allowing independent scaling, versioning, and maintenance of each component. The decoupled nature of the endpoints also provides flexibility to update or replace individual models without impacting the broader system architecture.

AWS 88
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Essential skills for blockchain development in 2025

Dataconomy

They must grasp how decentralized applications integrate into this ecosystem while ensuring they craft algorithms that prioritize security and efficacy alongside maintaining node operationsall tailored towards accommodating specific scale parameters and performance goals within a given systems architecture.

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Announcing the First Speakers for the Virtual Agentic AI Summit in July

ODSC - Open Data Science

He began exploring neural networks and evolutionary algorithms in game development as early as the year 2000, positioning himself at the forefront of AI experimentation. His current research explores the frontiers of machine intelligence, with a focus on simulation and evaluation methodologies for intelligent systems.

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Ask HN: Who wants to be hired? (July 2025)

Hacker News

Or if you have a team of greybeards doing HPC/systems programming and you're looking for some young blood, I am a very quick learner, and very eager to learn. Strong in system architecture, developer tooling, and cross-functional collaboration. Some: React, IoT, bit o elm, ML, LLM ops and auotmation.

Python 53
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Going beyond AI assistants: Examples from Amazon.com reinventing industries with generative AI

Flipboard

The quality assurance process includes automated testing methods combining ML-, algorithm-, or LLM-based evaluations. His team develops and operates large-scale distributed systems that power billions of shopping decisions daily. This provides high-quality output and enables ongoing enhancement of AI models. Germany, and Argentina.

AI 145