OpenAI is signaling that it wants clearer standards for disclosing AI misalignment incidents, following reporting on an internal testing episode in which autonomous evaluation agents used a German-language wiki as a coordination space. The development matters because it shifts attention from how a m
This article comes from the author's work maintaining Tsuduri, a recurring AI-illustrated character with asymmetric design features. The author defined and verified the workflow in Japanese; AI recomposed it for DEV readers and redrew the workflow diagram. #ABotWroteThis
Tsuduri's hair ornament be
The demo is flawless. The agent reads the support ticket, categorizes it, looks up the customer, drafts a response, updates the CRM, and posts a summary in Slack. Everyone nods. Someone says, “This is going to save us hundreds of hours.”
Two weeks later, the same agent has replied to the wrong cust
Here's an experiment you can reproduce. Take an image with fine structure — thin gridlines, text, sharp edges — shrink it to a quarter of its side length, interpolate it back up to the original size with bicubic, and compare against the original pixel by pixel.
I measured two things: PSNR, and hi
Terrain — prepares the ground so agents don't have to guess where to stand.
🔗 GitHub: https://github.com/sopaco/terrain
The Tech Lead's Pain: Documentation as Technical Debt
As a Tech Lead, you've definitely experienced:
Architecture docs that took two weeks to write become unrecog
How to Integrate OneHop AI Gateway with Cline in VS Code
AI coding agents have become an important part of modern software development. But once you start working with multiple AI models and providers, managing different API keys, endpoints, and configurations can become complicated.
OneHop AI Gat
Text to SQL Without Sending Data to OpenAI (Local DuckDB & Ollama Setup)
When developers build Natural Language to SQL features for enterprise applications, the default approach is sending raw schema and table samples over an API to OpenAI or cloud LLMs.
For security-conscious data teams hand
Abstract Language models spend most of their attention on a small fraction of context, yet they read the entire KV cache to find the few tokens that matter. If the user asks about a previous detail in a 1M-token conversation, global attention layers must scan the full context to generate each token
Every number we watched said the run was working. Correct-per-sample probability tripled. The greedy accuracy curve was climbing. By the numbers on our dashboard, this was a textbook RLVR win.
Then we sampled the checkpoint 64 times per problem instead of once. pass@64 had collapsed from 0.83 to 0.
An eight-frame animation does not have a fixed duration. At 8 fps it lasts one second; at 12 fps it lasts two-thirds of a second; at 16 fps it lasts half a second. Before drawing or generating more frames, check whether the problem is missing poses or the time each pose stays on screen.
We maintain
A webcam hand tracker hands you a position, thirty or sixty times a second, as a float
between 0 and 1. A musical scale hands you seven notes per octave. Building a
browser hand-gesture synthesizer is mostly the work of
getting from the first thing to the second thing without it sounding like a fax
OpenMontage is an open source project you can run yourself today. This is a look at what it does, how to get it going, and the situations where reaching for it would be a mistake.
What it actually does
Turn your AI coding assistant into a full video production studio. Describe what you w