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LLMjacking can run up your business’ AI bill fast – how to stop it
Rhenizara S/Moment/Getty Images ZDNET’s key takeaways Security experts warn of a growing market in stolen…
LLM Guardrails: 5 Layers That Catch 450 Bad Outputs a Day
Your model is fine 99% of the time. Guardrails handle the other 1%.Continue reading on Generative AI »
llm-anthropic 0.30
Release: llm-anthropic 0.30 In addition to Claude Sonnet 5.5, this release adds the ability to run llm…
Build real-time voice applications with vLLM-Omni on SageMaker AI – Part 1
Voice agents, interactive learning applications, accessibility tools, and customer service assistants need to…
Generate images and video with vLLM-Omni on SageMaker AI – Part 2
In this post, you turn a text prompt into an image, then animate that image into a short video on Amazon…
2026 in LLMs (so far)
On Friday I gave the closing keynote at the WeAreDevelopers World Congress North America in San Jose. I tied…
LLM Content Moderation Is a Policy Layer
Your rules change in a day, your models change in a month, and the architecture has to absorb the…
Why LLM Evals Matter: Test Your AI Application Before Your Users Do
What to measure, how to grade it, and a 40-line Python harness you can drop into CI today.Continue reading on…
NarrateAI: production-ready LLM quality assurance on Amazon Bedrock
Executives need to make data-driven decisions during live business reviews, where accuracy and speed matter.…
Jev Is 444x Cheaper Than an LLM. Does Cheaper Mean Better?
TypeSafe built Jev to replace expensive LLM calls with fast typed decisions. The economics can be compelling,…
PrismML brings its tiny LLMs to Qualcomm-powered smart glasses
In Brief Posted: 12:00 PM PDT · September 24, 2026 Image Credits:PrismML Julie Bort PrismML brings its tiny…
Not Every AI Task Needs an LLM
LLMs are built to generate text, but a surprising amount of AI automation does not need text at all. It needs…
How LLM Routers Balance Cache Reuse and Queue Time
An LLM request router sits in front of several replicas of the same model and chooses which replica should…
How Justin Hallman made invisible phone revenue visible
Making invisible revenue visible Justin Hallman runs PPC campaigns at Youtech Agency. Every paid click has a…
llm-anthropic 0.29
Release: llm-anthropic 0.29 Adds support for Claude Opus 5.5: llm -m claude-opus-5.5 "prompt goes here" Tags:…
llm-typesafe 0.1a0
Release: llm-typesafe 0.1a0 I built this new plugin for LLM to add support for TypeSafe AI's new Jev model.…
Hardware-Agnostic Models in vLLM
TL;DR To achieve state-of-the-art performance at the frontier, vLLM is changing its internal implementation…
How Shopify built a continual learning loop with PyTorch and vLLM
TL;DR: This case study explores how Shopify compresses production failures into model weights every day,…
Harness Engineering: Build the Runtime That Turns an LLM Into an Agent (Part 3/3)
Part 3: The Memory — Skills, Todos, Subagents, and the Full PictureThis is Part 3 of a 3-part series.…
TypeSafe’s Jev AI Model and the Hidden Language Tax in LLMs
Jev replaces open-ended generation with choices, scores, and probabilities. Its bigger idea is more…
Jev introduces a new shape of LLM - System One, aka Decision Models
Last week TypeSafe AI unveiled Jev, their first example of a new category of model that they are calling…
How Test-Time Scaling Allocates LLM Reasoning Across Depth, Width, and Feedback
Test-time compute is the work an already-trained model performs for one request while producing, checking, or…
Pruning LLMs Like a Physicist: Block Removal as an Ising Optimization Problem
Back to Articles Pruning LLMs Like a Physicist: Block Removal as an Ising Optimization Problem Team Article…
Not Every AI Decision Needs an LLM: Inside TypeSafe’s Jev
Jev gives up text generation for typed probabilities, low latency, and a very different role inside…