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dev.to > valerykot > documents-arent-bags-of-chunks-3cha

Documents Aren't Bags of Chunks

58+ min ago  (574+ words) Imagine taking a technical specification and cutting it with scissors every five hundred words. No attention to headings. No respect for sections. No care for where a thought begins and ends. Yet this is remarkably close to what many retrieval…...

Symbols: rag
Google News
blogs.timesofisrael.com > ai-made-people-equal

The Blogs: AI Made People Equal | Ivan Bassov

2+ hour, 28+ min ago  (1229+ words) We have all heard the famous saying: God created men, but Sam Colt made them equal. The saying captures a recurring pattern in human history. Samuel Colt did not eliminate differences between people. He did something more subtle. His revolver…...

Symbols: llms
Blaze Media
theblaze.com > tech > open-source-ai-is-pitched-as-freedom-what-s-really-in-the-box

Open-source AI is pitched as freedom. What's really in the box?

1+ hour, 38+ min ago  (579+ words) Blaze Media Open-source AI is pitched as freedom. What's really in the box? China's push for AI dominance comes in sheep's clothing. A mechanism for ecosystem capture, price disruption, and geopolitical positioning. If you are deploying a model for enterprise…...

Symbols: caisi
MarkTechPost
marktechpost.com > 07/12/2026 > guide-to-loop-engineering

Guide to Loop Engineering: How 'autoresearch' and 'Bilevel Autoresearch' Turn AI Agents Into Autonomous Machine Learning ML Research Loops

1+ hour, 31+ min ago  (552+ words) Most people still use AI like a 2015 search box. You type, you read, you type again. A newer pattern replaces that manual back-and-forth with a loop. This guide explains loop engineering using two verified artifacts. The sources are Andrej Karpathy’s…...

Symbols: mcp
TechnoSports Media Group
technosports.co.in > anthropics-claude-mythos-ais-new-titan > web-story

Anthropic’s Claude Mythos: AI’s New Titan

2+ hour, 50+ min ago  (74+ words) TechnoSports Media Group The AI arms race just hit hyperdrive. Leaks suggest Anthropic is prepping a public release for Claude Mythos, their ultra-premium frontier model. Previously locked behind the secretive Project Glasswing, Mythos is rumored to drop alongside OpenAI’s next…...

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DEV Community
dev.to > rotirotirafa > narrameugol-the-ai-that-calls-your-street-football-goal-4loc

NarraMeuGol: the AI that calls your street-football goal 🎙️⚽

1+ hour, 47+ min ago  (27+ words) This is a submission for Weekend Challenge: Passion Edition What I Built NarraMeuGol... Tagged with devchallenge, weekendchallenge, nextjs, ai....

Symbols: lmu
TechnoSports Media Group
technosports.co.in > master-ai-logic-the-prompt-chaining-revolution > web-story

Master AI Logic: The Prompt Chaining Revolution

4+ hour, 15+ min ago  (75+ words) TechnoSports Media Group Ditch monolithic prompts! The future of enterprise AI is Prompt Chaining. By breaking complex tasks into sequential, modular steps, developers are eliminating hallucinations and boosting output accuracy. Think of each prompt as a code function—verify, validate,…...

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DEV Community
dev.to > officialbidisha > i-built-a-simple-rag-app-with-langchain-openai-and-pinecone-j73

I Built a Simple RAG App with LangChain, OpenAI, and Pinecone

2+ hour, 2+ min ago  (1693+ words) Large language models know a lot, but they do not automatically know the contents of our private files, company documents, notes, or recently written articles. In this project, I built a small RAG application that: Python for the application LangChain…...

Symbols: rag
DEV Community
dev.to > bursani > an-llm-agent-just-ran-a-full-ransomware-attack-no-human-operator-42ma

An LLM agent just ran a full ransomware attack. No human operator.

2+ hour, 16+ min ago  (462+ words) Sysdig published the JadePuffer report this month and it changes the conversation about AI security. This wasn't a jailbreak. Nobody tricked a chatbot. Someone built an offensive AI agent, pointed it at a network, and let it run. The agent…...

Symbols: llm
DEV Community
dev.to > mtoren > prompt-injection-as-a-controldata-boundary-problem-422a

Prompt Injection as a Control/Data Boundary Problem

2+ hour, 4+ min ago  (586+ words) Prompt injection is often described as an LLM behavior problem. The model is too obedient. The prompt is not strict enough. The system message needs better wording. The model needs to distinguish instructions from data more reliably. All of that…...

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