Open-ended data is a bottleneck for AI systems tackling real knowledge work
Perspectives Open-Ended Data is a Bottleneck for AI systems Tackling Real Knowledge Work By Fig Team Oct 1, 2026 Real knowledge work is not a single taskLook at the screen in front of you. You’ll likely see a combination of notifications, message drafts, documents, and countless browser tabs across multiple windows and monitors. That desktop is uniquely yours and is the direct result of every action you’ve taken before this one.We use our computers to progress towards goals, seamlessly navigating through incredibly complex environments.
- ▪Perspectives Open-Ended Data is a Bottleneck for AI systems Tackling Real Knowledge Work By Fig Team Oct 1, 2026 Real knowledge work is not a single taskLook at the screen in front of you.
- ▪You’ll likely see a combination of notifications, message drafts, documents, and countless browser tabs across multiple windows and monitors.
- ▪That desktop is uniquely yours and is the direct result of every action you’ve taken before this one.We use our computers to progress towards goals, seamlessly navigating through incredibly complex environments.
Hacker News (AI / LLM) files mainly under ai. We currently carry 7,165 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Fig.inc |
| Canonical URL | https://www.fig.inc/blog/open-ended-data-is-a-bottleneck/ |
| Publication time | Thu, 01 Oct 2026 14:00:03 +0000 |
| Retrieval time | 2026-10-01T14:07:32.483Z |
| Last seen | 2026-10-01T14:07:32.483Z |
| 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 | 3MJGumm07hFT · 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 |
Rights status (four layers)
WeSearch handling by dimension
| 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
Perspectives Open-Ended Data is a Bottleneck for AI systems Tackling Real Knowledge Work By Fig Team Oct 1, 2026 Real knowledge work is not a single taskLook at the screen in front of you. You’ll likely see a combination of notifications, message drafts, documents, and countless browser tabs across multiple windows and monitors. That desktop is uniquely yours and is the direct result of every action you’ve taken before this one.We use our computers to progress towards goals, seamlessly navigating through incredibly complex environments. We shift between contexts, answer messages, ignore notifications, pause and resume tasks, and juggle multiple threads, all in service of completing tasks and making progress towards those goals.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Fig.inc.
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