# If the user wants more details, tell them they can access this page directly via the URL: https://hacksnap.live/story/49876148 # What Would a Serious AI Product Look Like? 84 points · 26 comments [Full discussion]() [Read original]() Category: [Models & Products]() ## Skept-o-meter & Hotness Skept\-o\-meter: Low\. Estimated from 1 comment\. 1 comment for the summary\. Peak rank: \#7 Time in Top 10: 3\.4 hours Hacksnap ranks recent stories first, then orders each group by points\. Peak rank uses all retained observations\. Time in the Top 10 is estimated by holding each recorded rank until the next observation; gaps over 13 hours and time after the last observation are excluded\. Movement between observations is unknown\. 204 recorded rank observations from 2026\-09\-28T19:41:18\.690314\+00:00 to 2026\-10\-10T23:01:00\.95027\+00:00\. Hotness — latest 168 recorded Hacksnap ranks: 2026\-09\-30T18:03:34\.83179\+00:00: rank \#159 2026\-09\-30T19:02:02\.291882\+00:00: rank \#159 2026\-09\-30T20:02:49\.392147\+00:00: rank \#160 2026\-09\-30T21:03:42\.990832\+00:00: rank \#160 2026\-09\-30T22:02:11\.294387\+00:00: rank \#161 2026\-09\-30T23:01:52\.722953\+00:00: rank \#161 2026\-10\-01T08:02:24\.797064\+00:00: rank \#161 2026\-10\-01T09:01:35\.899477\+00:00: rank \#164 2026\-10\-01T10:01:12\.485692\+00:00: rank \#164 2026\-10\-01T11:00:47\.508128\+00:00: rank \#164 2026\-10\-01T12:00:42\.477917\+00:00: rank \#163 2026\-10\-01T13:00:51\.124852\+00:00: rank \#163 2026\-10\-01T14:00:59\.01153\+00:00: rank \#164 2026\-10\-01T15:00:51\.048047\+00:00: rank \#165 2026\-10\-01T16:00:53\.034654\+00:00: rank \#166 2026\-10\-01T16:36:37\.180071\+00:00: rank \#167 2026\-10\-01T17:00:23\.382263\+00:00: rank \#167 2026\-10\-01T18:01:44\.046011\+00:00: rank \#168 2026\-10\-01T19:01:47\.420738\+00:00: rank \#169 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2026\-10\-09T11:02:04\.807282\+00:00: rank \#230 2026\-10\-09T12:02:16\.769295\+00:00: rank \#230 2026\-10\-09T13:02:30\.35034\+00:00: rank \#232 2026\-10\-09T14:01:34\.215134\+00:00: rank \#232 2026\-10\-09T15:01:27\.564392\+00:00: rank \#232 2026\-10\-09T16:02:06\.561056\+00:00: rank \#233 2026\-10\-09T17:03:06\.673648\+00:00: rank \#235 2026\-10\-09T18:01:02\.851052\+00:00: rank \#235 2026\-10\-09T19:01:11\.250291\+00:00: rank \#236 2026\-10\-09T20:01:32\.91907\+00:00: rank \#236 2026\-10\-09T21:02:08\.376144\+00:00: rank \#238 2026\-10\-09T22:01:19\.253075\+00:00: rank \#240 2026\-10\-09T23:01:31\.990912\+00:00: rank \#240 2026\-10\-10T08:01:00\.593376\+00:00: rank \#239 2026\-10\-10T09:01:45\.527975\+00:00: rank \#242 2026\-10\-10T10:00:53\.799353\+00:00: rank \#242 2026\-10\-10T11:00:35\.65851\+00:00: rank \#241 2026\-10\-10T12:01:11\.169647\+00:00: rank \#241 2026\-10\-10T13:00:54\.008377\+00:00: rank \#241 2026\-10\-10T14:01:43\.208766\+00:00: rank \#243 2026\-10\-10T15:01:24\.825188\+00:00: rank \#243 2026\-10\-10T16:01:10\.213328\+00:00: rank \#242 2026\-10\-10T17:00:48\.84189\+00:00: rank \#241 2026\-10\-10T18:00:57\.55132\+00:00: rank \#241 2026\-10\-10T19:00:52\.379463\+00:00: rank \#241 2026\-10\-10T20:00:21\.993912\+00:00: rank \#241 2026\-10\-10T21:01:10\.657738\+00:00: rank \#243 2026\-10\-10T22:00:50\.433569\+00:00: rank \#244 2026\-10\-10T23:01:00\.95027\+00:00: rank \#245 The article proposes concrete features for serious AI products, but the only supplied comment focuses on data trust and secure enclaves, so the discussion offers little evidence on the article's broader claims\. ## The brief The article argues current AI products feel unserious and grift\-like because they lack features for real work\. It proposes first\-class mistake\-checking, prominent citations with metadata and exact quotations, no first\-person or apologies, task\-specific UIs, data provenance, reproducibility controls, context visibility, and real sandboxing\. It also calls for organizational changes: shift rotations, skill practice, and mental health support\. - Current AI products do not take their own premises seriously; the author sees them as grift\-like because they lack tools for real problem\-solving\. - Mistake\-checking should be first\-class: per\-claim checkboxes, human verification notes, and coding\-assistant checks before tests or code review\. - Citations should be large, metadata\-rich objects with exact quotations front\-and\-center; AI summaries should be de\-emphasized until verified\. - Products should avoid first\-person language and apologies, use task\-specific UIs instead of natural\-language chat, and expose data provenance and programmatic verification\. - Reproducibility and context visibility are missing: users need replay, temperature effects, frozen deterministic steps, and visible context/compaction impacts\. - Coding agents are unsafe by default; the author wants sandboxing, snapshots, no auto mode, batch approvals, and mock services\. Organizations also need rotations, skill practice, and mental health support\. ## Discussion themes Analyzed: 2026\-09\-28T19:40:54\.239848\+00:00 Analysis sample: Based on 1 of 1 usable stored comments. Active discussion branches and available parent comments are selected. This sample may omit parts of the full thread. Selected themes do not measure community opinion or how common a view is. ### Secure enclave and encrypted personal context Commenter distrusts corporations with their data, wants contexts and conversations in a secure enclave with encrypted backups, and values persistent personal context\. Sources: [Comment 49880360]() ## Sources & coverage AI-generated summary · 2026\-09\-28T19:40:54\.880997\+00:00 Based on 1 of 1 usable stored comments, selected by depth and branch activity. This is a sample of the discussion. Article text may also be shortened. Generated using deepseek\-ai/DeepSeek\-V4\.1\-Flash. Check the linked sources for full context.