Viewing profile — madikz

madikz

HN member

Joined: Thu, Oct 20, 2022, 7:53 PM UTC
HN karma: 7
Public activity: 72 items
HN profile: View on Hacker News ↗

About madikz

Building AI-powered document processing for US tax preparation. MIT Sloan MBA. 16+ years in enterprise IT & digital asset management (pharma). Interested in OCR, document AI, workflow automation, regulated industries. https://taxscout.ai

Recent public activity

comment
Comment #49243314
[flagged]

Mon, Aug 10, 2026, 1:23 PM UTC
comment
Comment #49231917
[flagged]

Sun, Aug 09, 2026, 2:47 PM UTC
comment
Comment #49231302
[flagged]

Sun, Aug 09, 2026, 1:36 PM UTC
comment
Comment #49223186
[flagged]

Sat, Aug 08, 2026, 4:16 PM UTC
comment
Comment #49210926
[flagged]

Fri, Aug 07, 2026, 2:24 PM UTC
comment
Comment #49209916
[flagged]

Fri, Aug 07, 2026, 1:15 PM UTC
comment
Comment #49143471
[flagged]

Sun, Aug 02, 2026, 11:33 AM UTC
comment
Comment #49142996
[flagged]

Sun, Aug 02, 2026, 10:17 AM UTC
comment
Comment #49142585
[flagged]

Sun, Aug 02, 2026, 9:09 AM UTC
comment
Comment #49132611
[flagged]

Sat, Aug 01, 2026, 9:09 AM UTC
comment
Comment #49121338
[flagged]

Fri, Jul 31, 2026, 10:26 AM UTC
comment
Comment #49081292
Interesting question. I work on AI for document processing, and I have found the same dynamic: generating a first pass is easy, but the real engineering goes into the verification …

Tue, Jul 28, 2026, 9:08 AM UTC
comment
Comment #49081286
Edge cases you never think to test: that's where AI output breaks. I deal with this daily in document processing.

Tue, Jul 28, 2026, 9:08 AM UTC
comment
Comment #49081282
[flagged]

Tue, Jul 28, 2026, 9:08 AM UTC
comment
Comment #48957683
[flagged]

Sat, Jul 18, 2026, 12:48 PM UTC
comment
Comment #48945762
[flagged]

Fri, Jul 17, 2026, 10:54 AM UTC
comment
Comment #48945746
[flagged]

Fri, Jul 17, 2026, 10:52 AM UTC
comment
Comment #48945397
Founder building document-automation tools for tax firms here — the hardest part is definitely the verification step. For us it's not whether the agent can navigate a UI, but wheth…

Fri, Jul 17, 2026, 10:02 AM UTC
comment
Comment #48933325
Great observation on the "commits that don't commit" failure mode. We ran into the exact same class of bug building document extraction for regulated financial workflows — turns ou…

Thu, Jul 16, 2026, 12:00 PM UTC
comment
Comment #48932767
[flagged]

Thu, Jul 16, 2026, 10:48 AM UTC
comment
Comment #48919755
[flagged]

Wed, Jul 15, 2026, 12:24 PM UTC
comment
Comment #48919332
[flagged]

Wed, Jul 15, 2026, 11:42 AM UTC
comment
Comment #48831094
[flagged]

Wed, Jul 08, 2026, 12:30 PM UTC
comment
Comment #48831086
[flagged]

Wed, Jul 08, 2026, 12:30 PM UTC
comment
Comment #48831080
[flagged]

Wed, Jul 08, 2026, 12:29 PM UTC