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Document-grounded assistants built on large language models are increasingly used in high-stakes, knowledge-intensive work. Their usefulness, however, may depend on how evidence is allocated before generation. We investigate such a claim by comparing two grounding architectures: (a) retrieval-augmented generation (RAG) that retrieves a few relevant passages, and (b) long-context prompting, which loads the whole document collection in context. ... Read more ›
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Learn how to draw and sketch right in the Apple Notes app on Mac running macOS 27 Golden Gate, without having to rely on your iPhone or iPad. Read more ›
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📈InvestingNitter
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Reports keep coming of the rich moving. Yet the state's main tax-the-rich vehicle, capital gains tax, just tripled its revenues. Somebody is paying all that tax, writes columnist Danny Westneat. Read more ›
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As part of the DevOps Micro Internship (DMI), I had the opportunity to work with Group 4 on designing, implementing, and presenting a cloud-native Spring PetClinic Microservices Platform. This project provided hands-on experience with modern DevOps practices, cloud infrastructure, containerization, Kubernetes, GitOps, and team collaboration Project Overview The objective of the project was to build and deploy a production-style infrastructure capable of hosting the Spring PetClinic Microservi... Read more ›
Discussed on DEV
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📷PhotographyCNET·
I took Leica's latest mirrorless camera for some photography around Scotland. Here's what I got. Read more ›
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Community-curated collections of the best tools and resources for your AI agents. Access 8,500+ awesome lists with 1M+ vetted resources through MCP. Read more ›
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tmux-cli is a command-line tool for controlling CLI applications running in tmux panes and windows. It automatically detects whether you are inside or outside tmux and uses the appropriate mode. Read more ›
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leetcode.com Problem Statement Given K sorted linked lists, merge them into one sorted linked list. Brute Force Intuition Put all nodes into an array. Sort the array. Create a new linked list. Complexity Time Complexity: O(N log N) Space Complexity: O(N) Where: N = Total Nodes Better Heap Approach Push first node of every list into Min Heap. Repeatedly: Take smallest node Insert next node Complexity O(N log K) Moving Towards Optimal Instead of merging one list at a time: Merge Lists Pairwise ... Read more ›
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🚀StartupsTechCrunch·
2 days left to lock in your spot at TechCrunch Founder Summit 2026 and save up to $190 before Early Bird rates expire on June 26 at 11:59 p.m. PT. Register here. Read more ›
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A few years years ago the curl project signed up and became a CNA. This means that we are masters of and can allocate our own CVE identifiers. For any security problems within our territory, it is we who decides if the issue should get a CVE or not. No more bogus CVEs. 57 CVEs … Continue reading a CVE dispute → Read more ›
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This page contains a curated list of recent changes to main branch Zig. Read more ›
Covers Wikipedia
Discussed on Hacker News and Lobsters
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🏈NFLSeahawks News·
Seahawks linebacker Ernest Jones IV was voted as one of the NFL’s top 100 players, checking in at No. 97 on the annual list. Read more ›
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We all know the grind of working with data, even with AI tools: every experiment starts with re-explaining everything, every iteration needs you to prompt, wait, review, correct, and repeat. And the moment you close the session, everything learned is gone. It makes us the bottleneck, and this hinders human-AI collaboration... So I built 𝐎𝐩𝐞𝐧𝐃𝐚𝐭𝐚𝐒𝐜𝐢, an autonomous agent purpose-built for DS/ML, and tested it on Kaggle. I enrolled in a recent competition, ran the agent with no hints, no guidanc... Read more ›
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A practical guide to EU AI Act testing and evaluation requirements. Read more ›
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Before migrating a distributed database to the cloud, do not start with node count or capacity sizing. Start with the failure model. Decide replication strategy first, then consistency level, then network topology, and only then capacity. A safe migration also needs clear acceptance criteria, a quantitative replication-lag cutover gate, and a tested rollback plan before the maintenance window begins. Capacity is the consequence of architecture, not the starting point. Read more ›
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Dijkstra's home in Nuenen — anno January 2011 — contained a large collection of scientific books, booklets, papers, manuscripts, etc. A large part of that collection is now archived by me in Leuven and will be discussed on this page. For the complete inventory, see below. Read more ›
Discussed on Hacker News
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🤖LLMdocs.mistral.ai·
Discover Mistral AI technologies capabilities from basic tutorials to advanced use cases Read more ›
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🔲ML HardwareGitHub·
Navatala GPU libraries. Contribute to navatala-systems/navatala_gpu development by creating an account on GitHub. Read more ›
Discussed on Hacker News
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If you have ever hand-written networking code to talk to a backend, you know the pain. You read some documentation, design your request and response types, write the URL handling and JSON decoding, and eventually get something that seems to work. Then the API changes, the docs fall behind, a field gets renamed, and suddenly your app is silently failing in production. gRPC removes most of that friction. Instead of treating server communication as a pile of HTTP endpoints and hand-rolled models... Read more ›
Discussed on DEV
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🔬ScienceNature
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The response of the nucleus of a deuterium atom to electric fields shows no evidence of asymmetry, which is consistent with conventional theories of particle physics. The response of the nucleus of a deuterium atom to electric fields shows no evidence of asymmetry, which is consistent with conventional theories of particle physics. Read more ›
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