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What's in the Box? A Field Guide to AI Models

 🎛️Fine-tuning  Content type: Blog
iankduncan.com·

Large companies can add a local LLM filter layer to considerably reducing their AI costs

 🎛️Fine-tuning

Agentic AI for Insurance Underwriting: Beyond Chatbots and Prompts

 ✍️Prompt Engineering  Content type: Blog

Context Engineering Is Eating Prompt Engineering

 ✍️Prompt Engineering  Content type: Blog
medium.com
·

Melanie Mitchell: What We Get Wrong About AI

 ✍️Prompt Engineering

2x GH200 for LLM inference, Part 2: vLLM, DeepSeek V4 Flash, and MTP

 🎛️Fine-tuning  Content type: Blog
dnhkng.github.io·
Less-relevant results

Presentation: Beyond Prompting: Context Engineering and Memory Management for AI Systems at Scale

 ✍️Prompt Engineering  Content type: News
infoq.com
·

martidu4/honey-ai: 🍯 All-in-one AI honeypot powered by local LLMs. SSH, HTTP, FTP, Telnet, SMTP, MySQL, Redis, Git, VNC, RDP — with canary tokens, tarpits, GZIP bombs, and threat intel reporting.

 ✍️Prompt Engineering  Content type: Code
github.com··Hacker News

What are AI parameters — and why does everyone keep talking about billions of them?

 🧠Machine Learning  Content type: Blog
medium.com·

Self-hosted remote access for Ollama without complicated setup

 🎛️Fine-tuning

The Shibboleth Effect: Auditing the Cross-Lingual Distributional Skew of Large Language Models

 ✍️Prompt Engineering  Content type: Academic
arxiv.org·

Token4Token — pay-per-token inference on Gnosis + Swarm

 Jax

Google’s DiffusionGemma is 4x faster than its other Gemma models

 🤗HuggingFace
thenewstack.io·

Show HN: Run Llama.cpp In-Process from Java with Project Panama FFM

 🎛️Fine-tuning

How to Defend Against Prompt Injection in Production

 ✍️Prompt Engineering  Content type: Reference
leanpub.com··DEV

How to Run Gemma 4 12B Locally - The Best AI For Consumer Laptops

 🤖Agentic AI  Content type: Video
youtube.com·

know the mother tongue of your LLMs

 ✍️Prompt Engineering

AI Agents Running Businesses: Andon Labs on Project Vend

 🤝AI Agents
startuphub.ai·

google/gemma-4-31B-it · fix: chat template — null handling, reasoning preservation, turn-tag balance, input validation

 🐍Python

"AI" Is Eating Platform Monopolist Free Cash Flow, Not the World: CHART OF THE DAY

 🤝AI Agents  Content type: News  Content type: Blog
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