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 latest step forward in the development of large language models (LLMs) took place earlier this week, with the release of a new version of Claude, the LLM developed by AI company Anthropic—whose ...
In building LLM applications, enterprises often have to create very long system prompts to adjust the model’s behavior for their applications. These prompts contain company knowledge, preferences, and ...
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 ...
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 ...
Microsoft research shows prompt-based attacks can bypass LLM safety guardrails and extract restricted information. GRPO safety training can be reversed via GRP-Obliteration using a single malicious ...
The model produced a confident answer based on a context window of documents that turned out to be wrong, irrelevant, or just ...
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