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PathMap
π A free, local-first, 100% privacy universal AI workbench
In June 2025 I started researching ALS because I was inspired by Eric Dane's interview. I tried to research with AI but the hallucinations and fake citations and "telephone" quotes made it unsuitable for research. In 2026, I developed "Gating Semantic Drift with Veridical Enforcement Metrics" that provide a true 0% chance of mis-stated quotes, perfectly formed APA citations, and veridical (accurate) research due to the AI being forced to follow directions while using only the context provided.
Nobody cared enough to even say hi. This is not for me. βοΈ
About PathMap on Product Hunt
β π A free, local-first, 100% privacy universal AI workbenchβ
PathMap was submitted on Product Hunt and earned 6 upvotes and 1 comments, placing #68 on the daily leaderboard. In June 2025 I started researching ALS because I was inspired by Eric Dane's interview. I tried to research with AI but the hallucinations and fake citations and "telephone" quotes made it unsuitable for research. In 2026, I developed "Gating Semantic Drift with Veridical Enforcement Metrics" that provide a true 0% chance of mis-stated quotes, perfectly formed APA citations, and veridical (accurate) research due to the AI being forced to follow directions while using only the context provided.
On the analytics side, PathMap competes within Biohacking, Developer Tools and Artificial Intelligence β topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how PathMap performed against the three products that launched closest to it on the same day.
Who hunted PathMap?
PathMap was hunted by Joshua Dungan. A βhunterβ on Product Hunt is the community member who submits a product to the platform β uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of PathMap including community comment highlights and product details, visit the product overview.
Joshua Dungan