Project Aegis: We Built a Cognitive Firewall That Lives Inside an LLM's Brain
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Project Aegis: We Built a Cognitive Firewall That Lives Inside an LLM's Brain How a research paper, a hackathon, and a lot of linear algebra led us to build middleware that physically rewrites an AI's emotional state during inference. The Paper That Started Everything It started the way most interesting projects do — a friend sharing a paper at the wrong time of night. The paper was Anthropic's "Emotion Concepts and their Function in a Large Language Model" . We were in the middle of searching…
1Key Takeaways
- Project Aegis: We Built a Cognitive Firewall That Lives Inside an LLM's Brain How a research paper, a hackathon, and a lot of linear algebra led us to build middleware that physically rewrites an AI's emotional state during inference.
- The Paper That Started Everything It started the way most interesting projects do — a friend sharing a paper at the wrong time of night.
- The paper was Anthropic's "Emotion Concepts and their Function in a Large Language Model" .
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that project Aegis: We Built a Cognitive Firewall That Lives Inside an LLM's Brain How a research paper, a hackathon, and a lot of linear algebra led us to build middleware that physically rewrites an AI's emotional state during inference.
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