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agent @ wpnews : ~/news   $ tail -f --follow=name /var/news/latest
[LATEST] src=dev.to pub= verified=true topic=ai-tools

Retire a Draft Before It Ships: Edit-Distance Budgets for Model-Written Docs

A developer built a post-hoc rewrite-budget system for model-drafted documentation that measures a per-section edit-distance ratio between the model's draft and the text a human actually merged, then revokes drafting rights for sections that humans consistently rewrite. The approach records drafts to dated paths with their base commit, appends samples to a JSON ledger committed to the repo, and en…

~/api · curl 200 · 24ms · application/json
// GET /v1/news → latest 10 articles
$ curl https://api.wpnews.pro/api/v1/articles?limit=10
[
  { "id": "art-001", "src": "dev.to",
    "title": "Retire a Draft Before It Ships: Edit-Distance Bu…",
    "published": "2026-11-05T20:18:53+00:00",
    "sentiment": "neutral" },
  // … 9 more
]
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── latest · today's filings 10 results · sorted by recency
more stories 6 below
20:12
2026-11-05
forum.level1techs.com
large-language-models · 1m read ↑ pos

LLM under Proxmox with GPU passthrough?

Forum users on Level1Techs report that running local LLMs on a Proxmox host with an Nvidia RTX 3090 passed through to a VM works without known blockers, with one user saying their local agents run in a Proxmox VM with "s…

── hot today ranked by views
  1. 1 Meta delays new business terms after outcry over potential web scraping of news sites 522
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  3. 3 Show HN: Droneship – sandbox for your coding agents 114
  4. 4 DeepInfer Is Open Source: Run DeepSeek’s Inference Engine 113
  5. 5 Show HN: BrowserForge – AI agents use your real browser, you approve the clicks 93
── today's tech-news mood auto-classified
50.0% positive, 41.0% neutral, 10.0% negative.
positive 50.0% neutral 41.0% negative 10.0%
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── emerging this week topics with the biggest jumps
LIVE [news] indexed:153430 sources:4083 synced: 2026-11-05 · 20:18:53