Large Language Models

vLLM vs SGLang: Real‑World Architecture, KV‑Cache Strategies & Distributed Inference at...

Open-Weight LLM API Integration: An End-to-End Developer Guide

Gold SQL returns first_name, last_name as two columns; the model returns one concatenated full name. Positional-tuple EX scoring can never match them, so a sema

TL;DR: I ran a small replication of the paper "Prompt Repetition Improves Non-Reasoning LLMs": 100...

Prompt engineering discussions online skew heavily toward code generation and RAG pipelines. There's...

Unlocking the Power of Open-Weight LLMs: A Developer's Guide to API Integration

I used to think AI made mistakes because it wasn't trained well enough. Turns out, that's only part...

Taming LLM Tail Latency: Dynamic Request Hedging with Java's JEP 480 Structured...

Most people aren't bad at using AI. They're bad at asking. I've spent the last few months deep in...

Most people treat Large Language Models like glorified search engines: ask a question, skim the...

The Problem Nobody Talks About Every election cycle in India, candidates are not easily...

Arquitectura simple para validar emails disparados por agentes LLM con contratos claros, trazas utiles y menos ruido en pruebas.

How I Cut My LLM API Bill by 40x: A Freelancer's Migration Story Last month I almost choked on my...

If you have ever tried to run a massive Large Language Model (LLM) or a high-resolution computer...

"ChatGPT is so smart! It can write essays, explain quantum physics, debug my terrible code, and even...

ReContext: How Recursive Evidence Replay Helps LLMs Actually Use Long Contexts Large...

Overview Hey everyone 👋 Some projects start as a quick idea and slowly grow into...

Series: Building a Modular Assessment Engine (1/10) What if a user could type one sentence — "build...

Most teams assume the fastest way to reduce AI costs is to switch to a smaller model. In reality,...

I Spent Two Weeks Testing Chinese AI Models and Got Surprised Let me be real with you. Before I...

If your memory is hosted, your thoughts are leased. We did not just move our files to the cloud. We...

Your AI is only as good as its data. Here's how to build automated data pipelines. The...

Claude Azure GA, Anthropic AI Workbench, Google NotebookLM Video Summaries ...

Defending the trust boundary in LLM apps: direct and indirect prompt-injection defense, input validation, schema-validated output, and PII redaction — with the

Defending the trust boundary in LLM apps: direct and indirect prompt-injection defense, input validation, schema-validated output, and PII redaction — with the

Token economics, cache_control prompt caching, the Batches API, and cheap-to-strong model routing — controlling LLM spend in Python without sacrificing quality.

Token economics, cache_control prompt caching, the Batches API, and cheap-to-strong model routing — controlling LLM spend in Java without sacrificing quality.

Building golden eval datasets, scoring with programmatic assertions and LLM-as-judge, and wiring regression tests into CI so a prompt or model change that hurts

Building golden eval datasets, scoring with programmatic assertions and LLM-as-judge, and wiring regression tests into CI so a prompt or model change that hurts

Building the same small tool-using agent on the raw Anthropic Java SDK, LangChain4j, and Spring AI, to see honestly where each framework earns its weight.

Building retrieval-augmented generation from first principles in Java: chunking, embeddings, a hand-rolled cosine-similarity vector search, reranking, and when

I build analytics for a living, so I have a reflex: don't trust a number you can't defend. Right...

Most prompts ask AI to explain things. The best ones ask it to show you something instead. That...

A strange thing is happening in AI education. Students are completing course after course,...

I Built an AI That Never Forgets — for $0 (Cognee Hackathon) By Team MindVault — Jay...

10 paper AI nổi bật nhất trên Hugging Face hôm nay: từ “Program-as-Weights” đến benchmark...

Last December, I discovered a small open-source project that became quite popular called pxpipe that...

I spent a weekend building a Q&A bot for my team's internal docs. It sounded easy: dump PDFs into...

When a language model or a translation decoder writes text, it never hands you a finished sentence....

How I Cut My LLM Costs 40x by Switching Off OpenAI This Month Let me tell you a quick story. Last...

In Part 1, we learned that building great AI applications isn't just about writing better...

TL;DR Benchmarked llama.cpp, Ollama, and vLLM across 5 models (1B to 116.8B params) on one...

Navigating the constant influx of AI news requires a systematic filter built for builders, not...

Ask ChatGPT or Perplexity "what's the best note-taking app" and you get a shortlist of three to five...

Every scanner in the AI-readiness space checks for llms.txt. Half the sites that fail the check fail...

Ten Layers of AI Skill Construction: A Systematic Framework from Prompts to Business Closed...

Last week I exported over six months of chat history to trace a cross-session project decision chain,...

# ArxivLens: Build the Ultimate AI-Powered Academic Research Engine If you are a builder or a technical founder, you know the pain: the gap