Anthropic model family is closest to embodying the singularity and recursive self-improvement today.

Anthropic model family is closest to embodying the singularity and recursive self-improvement today. | I do think anthropic I if I had to say which set of models which model family is the closest to embodying the singularity and recursive self-improvement right now today since it's live February 17th, 2026. It's the anthropic family. It's not open or Google.

Watch events: Anthropic ARR updates quarterly; potential Oct 2026 IPO

I do think anthropic I if I had to say which set of models which model family is the closest to embodying the singularity and recursive self-improvement right now today since it's live February 17th, 2026. It's the anthropic family. It's not open or Google.

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{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=HklyjXKYFng",
  "mode": "THESIS",
  "role": "Host",
  "context": "anthropic I if I had to say which set of models which model family is the closest to embodying the singularity and recursive self-improvement right now today since it's live February 17th, 2026. It's the anthropic family. It's not open or Google.",
  "to_year": 2026,
  "verbatim": "I do think anthropic I if I had to say which set of models which model family is the closest to embodying the singularity and recursive self-improvement right now today since it's live February 17th, 2026. It's the anthropic family. It's not open or Google.",
  "conv_cues": "I do think; if I had to say",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "right now / near-term",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Anthropic 'Mythos' frontier model preview disclosed with self-correcting recursive errors",
      "notes": "HIT — Mythos Preview demonstrates recursive self-correction at frontier safety level.",
      "source": "red.anthropic.com Claude Mythos Preview; AISI evaluation of Mythos cyber capabilities",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.9,
      "source_url": "https://red.anthropic.com/2026/mythos-preview/",
      "expected_date": "2026-03-31",
      "observed_date": "2026-03-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Anthropic publicly previews next-major model (Mythos/successor) with documented capability to identify and correct its own errors recursively without human input"
    },
    {
      "kind": "llm_pre_event",
      "label": "Responsible Scaling Policy revised — removes commitment to halt on serious risk",
      "notes": "HIT (negative for safety) — RSP softened to 'delay only when leading the race AND risks deemed catastrophic'. Read as accelerating recursive-improvement risk.",
      "source": "Anthropic Frontier Safety Roadmap",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.88,
      "source_url": "https://www.anthropic.com/responsible-scaling-policy/roadmap",
      "expected_date": "2026-04-01",
      "observed_date": "2026-04-01",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-06-30",
        "from": "2026-01-01"
      },
      "measurement_criterion": "Anthropic publishes RSP update changing 'halt' to 'delay' provision for catastrophic-risk thresholds"
    },
    {
      "kind": "llm_pre_event",
      "label": "Anthropic discloses Claude writes 70-90% of own training code (recursive self-improvement signal)",
      "notes": "HIT — Anthropic confirmed Claude writes 70-90% of code for its own future versions; one researcher ran 6 copies each managing 28 parallel instances conducting experiments simultaneously. Direct evidence of recursive self-improvement behavior.",
      "source": "abit.ee — Claude now writes up to 90% of the code for its own future versions (Anthropic 2026)",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.92,
      "source_url": "https://abit.ee/en/artificial-intelligence/anthropic-claude-claude-code-ai-recursive-self-improvement-ai-safety-development-automation-en",
      "expected_date": "2026-04-15",
      "observed_date": "2026-04-15",
      "research_origin": "deep_research",
      "measurement_criterion": "Anthropic publicly states or third-party reporting confirms Claude writes >=70% of code used in next-generation Claude training"
    },
    {
      "kind": "prereq",
      "label": "Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -4,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
... (truncated)