Monitoring LLM behavior: Drift, retries, and refusal patterns

The offline pipeline's primary objective is regression testing — identifying failures, drift, and latency before production.
eWeek

The Prompt Engineering Cheat Sheet: How to Write Better AI Prompts

Learn prompt engineering with this practical cheat sheet covering frameworks, techniques, and tips to get more accurate and ...

The Handheld Gaming "Holy Grail": FSR 4 INT8, XeFG, and XeLL

Windows handhelds may have found a breakthrough. FSR 4 INT8, XeFG, and XeLL can turn compromised 30 FPS gaming into smooth 60 ...
IEEE

Learning-Based Adaptive Fuzzy Output Feedback Control for MIMO Nonlinear Systems With Deception Attacks and Input Saturation

Abstract: This article proposes an adaptive fuzzy dual-channel event-triggered output feedback control approach for a class of multiple-input–multiple-output (MIMO) systems with deception attacks and ...
GitHub

nulone/jq-by-example

JQ-By-Example solves a common developer problem: you know what JSON transformation you want, but writing the correct jq filter is tricky. Simply provide example input/output pairs, and JQ-By-Example ...
Microsoft

PROSE Framework

Microsoft PROSE is a framework of technologies for programming by examples: automatic generation of programs from input-output examples. Given a domain-specific language (DSL) and input-output ...
PBS

Episode 2: Understanding Input and Output

Techne, Tomas, and Anya learn how computers “talk” with us through input and output. Techne, Tomas, and Anya learn how computers “talk” with us through input and output. Related resources for teachers ...
GitHub

Tutorial: Example input is equivalent to output

At first glance, this looks like a duplicate. But from the context, I think the first line shows the string literal with escape characters (what you write in code), and the second line shows how ...
IEEE

Synthesizing Document Database Queries Using Collection Abstractions

Abstract: Document databases are increasingly popular in various applications, but their queries are challenging to write due to the flexible and complex data model underlying document databases. This ...