https://vinhthang.dev/tags/llm-governance/Recent content in LLM Governance on Vinh Thang's AI Tech NotesHugoen-usThu, 03 Sep 2026 00:00:00 +0000https://vinhthang.dev/posts/antigravity-attention-plugin/Thu, 03 Sep 2026 00:00:00 +0000https://vinhthang.dev/posts/antigravity-attention-plugin/<p>In our previous discussions on autonomous engineering, we explored the phenomenon of <strong>Attention Dilution</strong>—the silent degradation of instruction-following fidelity as context windows swell past tens of thousands of tokens. While modern frontier models boast context windows of 1M+ tokens, attention mechanisms remain vulnerable to informational entropy. As terminal logs, stack traces, and code diffs accumulate, system prompt constraints drift out of the model&rsquo;s active attention focus.</p> <p>When left unchecked, agents exhibit architectural amnesia: they bypass project-level Architecture Decision Records (ADRs), run uncompressed shell commands that flood context, guess port allocations, or skip verification steps.</p>