{
  "schema_version": "newruntime-agent-readable-v0.1",
  "type": "raw_signal",
  "id": "tg-2617",
  "slug": "frontier-labs-need-portfolio-discipline-for-compute-experiments",
  "title": "Frontier Labs Need Portfolio Discipline for Compute Experiments",
  "description": "A field report describes running many ML experiments through strict prioritization, comparable measurements, and early termination instead of treating compute as an unlimited resource.",
  "observed_at": "2026-07-04",
  "why_it_matters": "This dated record adds public evidence to the verification bandwidth is the scarce resource analysis and keeps the claim auditable as the underlying products and practices change.",
  "novelty": "notable",
  "verification_level": "source-linked",
  "signal_type": "field-report",
  "evidence_kind": "creator-source",
  "status": "published",
  "telegram_message_id": 2617,
  "telegram_url": "https://t.me/qwgai/2617",
  "topics": [
    "ml-research",
    "compute",
    "experimentation"
  ],
  "entities": [],
  "related_patterns": [
    "verification-bandwidth-is-the-scarce-resource"
  ],
  "source_urls": [
    "https://x.com/iamgrigorev/status/2071688181628678468"
  ],
  "import_batch": "telegram-2026-07-17-new-sources-v3",
  "routes": {
    "html": "https://newruntime.com/signals/frontier-labs-need-portfolio-discipline-for-compute-experiments/",
    "markdown": "https://newruntime.com/signals/frontier-labs-need-portfolio-discipline-for-compute-experiments.md",
    "json": "https://newruntime.com/signals/frontier-labs-need-portfolio-discipline-for-compute-experiments.json"
  },
  "source_format": "telegram-export-normalized-json"
}