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Question: Prompt format for memory injection (local offline AI assistant, 6GB VR

BACKGROUND
1 SIGNALFIRST DETECTED 30 March 2026
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Other feeds and industry voices
14 May
Anthropic merges consecutive same-role messages, OpenAI doesn't (+4 tokens), anyone token-counted this on open-weight models?

<!-- SC_OFF --><div class="md"><p>I build context/harness optimization tooling, so provider-side serialization quirks actually matter to me. If you're optimizing over prompts, you

OPINION · WHAT · LocalLLaMAOPEN STORY
9 Apr
AI to program on my local computers

<!-- SC_OFF --><div class="md"><p>Hi,</p> <p>I taught Computer Science for 30 years in a French School of Electrical Engineering, Computer Science Department.</p> <p>I recently

OPINION · WHAT · LocalLLaMAOPEN STORY
7 May
I realized most ChatGPT issues were actually workflow problems

<!-- SC_OFF --><div class="md"><p>For years I assumed bad AI output was just a sign that the model was not good enough. I kept trying different prompts, testing different GTPs,

OPINION · WHAT · ChatGPTOPEN STORY
7 Apr
Local Arabic Legal Chatbot (RAG + LLM) – Need Advice

<!-- SC_OFF --><div class="md"><p>Hi everyone,</p> <p>I’m currently working on a project to build a <strong>100% local AI chatbot</strong> for a government-related use case

OPINION · WHAT · LocalLLaMAOPEN STORY
3 May
If you've been waiting to try local AI development, please try it

<!-- SC_OFF --><div class="md"><p>I have snobbishly long felt that the local models were not 'up to my standards' for local development, or otherwise able to compete with GHCP,

OPINION · WHAT · LocalLLaMAOPEN STORY
29 Mar
Looking for a local uncensored AI (text generation + image editing)

<!-- SC_OFF --><div class="md"><p>Hello everyone,</p> <p>I’m looking for an AI that runs entirely locally on my PC, without needing an internet connection.</p> <p>I’d like it to

OPINION · WHAT · LocalLLaMAOPEN STORY
5 May
C:\Users\NAME\.codex\sessions\2026\05\01

<!-- SC_OFF --><div class="md"><p>So I'm looking in these files and I see a huge dump. It seems like there's the entire base instruction. Is this already open source or am I

OPINION · WHAT · ChatGPTOPEN STORY
7 May
Are local models becoming “good enough” faster than expected?

<!-- SC_OFF --><div class="md"><p>One thing we’ve been noticing lately is that a surprisingly large percentage of day-to-day AI workflows no longer seem to require frontier-scale

OPINION · WHAT · LocalLLaMAOPEN STORY
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