Career Advice in the Age of AI
The article discusses career advice in the age of AI, where AI models can perform well-defined tasks with known answers. As a result, the valuable work of the next generation will likely involve tasks that are not easily quantifiable or automatable. The article highlights the need for individuals to develop skills that are complementary to AI, such as creativity and problem-solving.
- ▪AI models can perform well-defined tasks with known answers, making them suitable for tasks like those found in school.
- ▪The valuable work of the next generation will likely involve tasks that are not easily quantifiable or automatable.
- ▪Individuals need to develop skills that are complementary to AI, such as creativity and problem-solving.
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,344 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 | X (formerly Twitter) |
| Canonical URL | https://twitter.com/philhchen/status/2072793818945167475 |
| Publication time | Sat, 04 Jul 2026 16:02:00 +0000 |
| Retrieval time | 2026-07-04T19:00:17.980Z |
| Last seen | 2026-07-04T19:00:17.980Z |
| 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 | QaedvNChLoXL |
| 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
Phil Chen@philhchenArticleCareer advice in the age of AI AI models get better at anything you can write a loss function for, and school is mostly loss functions: well-defined problems graded against known answers. Therefore, the valuable work of the next...9:25 PM · Jul 2, 20261.6MViews:host{display:inline-block;direction:ltr;white-space:nowrap;line-height:1}span{display:inline-block}:host([data-will-change]) span{will-change:transform}.number,.digit{padding:round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) 0}.symbol{white-space:pre}66:where(number-flow-react){line-height:1}number-flow-react > span{font-kerning:none;display:inline-block;padding:calc(round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) * 2)…
Excerpt limited to ~120 words for fair-use compliance. The full article is at X (formerly Twitter).
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