Personally as an american i'm quite optimistic on peak stupid being ahead of us :)
[1] Strictly speaking it would be 1/e of your stupidity sightings, which may not be 1/e of your life. If you intend to retire early and become a hermit you may want to stop the exploration phase earlier.
I do think though that this approach will become annoying quick:
https://github.com/mantisfury/ArkhamMirror/blob/main/scripts...
This is super interesting. I will probably (hopefully?) never need to use it, but interesting nonetheless. It also makes sense to have this type of application airgapped. Journalists need to have near-perfect OPSEC depending on what they are working on.
ArkhamMirror•5h ago
What makes this different:
Air-gapped: Zero cloud dependencies. Uses local LLMs via LM Studio (Qwen, etc.)
ACH Methodology: Implements the CIA's "Analysis of Competing Hypotheses" technique which forces you to look for evidence that disproves your theories instead of confirming them
Corpus Integration: Import evidence directly from your documents with source links
Sensitivity Analysis: Shows which evidence is critical, so if it's wrong, would your conclusion change?
The ACH feature just dropped with an 8-step guided workflow, AI assistance at every stage, and PDF/Markdown/JSON export with AI disclosure flags. It's better than what any given 3-lettered agency uses.
Tech stack: Python/Reflex (React frontend), PostgreSQL, Qdrant (vectors), Redis (job queue), PaddleOCR, Spacy NER, BGE-M3 embeddings.
All MIT licensed. Happy to answer questions about the methodology or implementation! Intelligence for anyone.
Links: Repo https://github.com/mantisfury/ArkhamMirror
ACH guide with screenshots at https://github.com/mantisfury/ArkhamMirror/blob/reflex-dev/d...
V__•2h ago
cess11•2h ago
Commonly there is a lot of information and it might as well be unstructured, and then I need to get answers quickly because my clients aren't going to pay me for going about it slowly.
ArkhamMirror•2h ago
ArkhamMirror•2h ago
daft_pink•5m ago
It looks cool.