Robotic Screw and Bolt Sorter Seeks a New Challenge
Robotic Screw And Bolt Sorter Seeks A New Challenge No comments by: Donald Papp August 8, 2026 Title: Copy Short Link: Copy As someone who disassembles and repairs hardware, [Aad] eventually ended up with a huge collection of mixed bolts and screws. This led to creating the automatic bolt and screw sorting system you see here, although in a way it is just a proof of concept. Bolts and screws happen to be a useful application for now, but the system is capable of sorting just about any small objects.
- ▪Robotic Screw And Bolt Sorter Seeks A New Challenge No comments by: Donald Papp August 8, 2026 Title: Copy Short Link: Copy As someone who disassembles and repairs hardware, [Aad] eventually ended up with a huge collection of mixed bolts an
- ▪This led to creating the automatic bolt and screw sorting system you see here, although in a way it is just a proof of concept.
- ▪Bolts and screws happen to be a useful application for now, but the system is capable of sorting just about any small objects.
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| Original publisher | Hackaday |
| Canonical URL | https://hackaday.com/2026/08/08/robotic-screw-and-bolt-sorter-seeks-a-new-challenge/ |
| Publication time | Sat, 08 Aug 2026 17:00:01 +0000 |
| Retrieval time | 2026-08-08T17:00:42.350Z |
| Last seen | 2026-08-08T17:00:42.350Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | qgBsPuUGKn5O · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
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| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Robotic Screw And Bolt Sorter Seeks A New Challenge No comments by: Donald Papp August 8, 2026 Title: Copy Short Link: Copy As someone who disassembles and repairs hardware, [Aad] eventually ended up with a huge collection of mixed bolts and screws. This led to creating the automatic bolt and screw sorting system you see here, although in a way it is just a proof of concept. Bolts and screws happen to be a useful application for now, but the system is capable of sorting just about any small objects. A bit of machine vision detects the size and shape of each object. Weight can also be measured. Mixed pieces go onto a large conveyor belt, shown on the right. This feeds a few screws at a time down a chute, where they roll onto an illuminated platform.
…
Excerpt limited to ~120 words for fair-use compliance. The full article is at Hackaday.
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