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MakeA spark · written down 25 Oct 2026 · 33 words

Investigating how to improve AI Infrastructure for finding and resolving security issues within systems before deployed, with exact reproduction measurements

Inspired by Semgrep's recent tool, and a rise in understanding that going forward for many years, we will be requested to cater to Security measures a lot, as hacking and intrusion will become common occurrence

To build defensible AI techniques, and models tuned, and tools for those models, to detect minute CVEs internally before release -- as attackers have further capacity to attack and hurt the average everyday individual.