Application security solution provider White Source Ltd., also known as Mend.io, today launched System Prompt Hardening, a dedicated capability designed to detect issues within the hidden instructions ...
XDA Developers on MSN
I gave my local LLM persistent context, and it finally stopped making the same mistakes
It's not memory, but it's close enough ...
The offline pipeline's primary objective is regression testing — identifying failures, drift, and latency before production. Deploying an enterprise LLM feature without a gating offline evaluation ...
Prompt engineering is the process of crafting inputs, or prompts, to a generative AI system that lead to the system producing better outputs. That sounds simple on the surface, but because LLMs and ...
GPT-5’s system prompt just leaked to Github, showing what OpenAI wants ChatGPT to say, do, remember … and not do. Unsurprisingly, GPT-5 isn’t allowed to reproduce song lyrics or any other copyrighted ...
XDA Developers on MSN
I changed one setting in LM Studio, and it made my local LLM actually competitive with cloud models
The defaults were never going to get you there ...
My advice to teams deploying real-world AI agents is to build your constraint system before you even start optimizing your prompts.
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