AI will automate away CEO labor; a few more years needed for machines to excel at unskilled manual labor.

AI will automate away CEO labor; a few more years needed for machines to excel at unskilled manual labor. | machines are able to do complex calculations solve math it's pretty hard for humans there looks like it's going to be easier for the machines to automate away CEO labor which is sufficiently hard for humans that it's well compensated and relatively scarce commodity to find highquality CEOs And yet it'll take a few more years for the machines to do an amazing job at unskilled manual labor.

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machines are able to do complex calculations solve math it's pretty hard for humans there looks like it's going to be easier for the machines to automate away CEO labor which is sufficiently hard for humans that it's well compensated and relatively scarce commodity to find highquality CEOs And yet it'll take a few more years for the machines to do an amazing job at unskilled manual labor.

Beneficiaries (23)

Adverse (6)

{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=6P0uTDGDr-I",
  "mode": "PREDICTION",
  "role": "Host",
  "caveats": "Moravec's paradox framing",
  "context": "Moravex paradox which is again this paradox that tasks that are hard for humans and easy for uh for humans are respectively replaced by easy for machines hard for machines machines are able to do complex calculations solve math it's pretty hard for humans there looks like it's going to be easier for the machines to automate away CEO labor... And yet it'll take a few more years for the machines to do an amazing job at unskilled manual labor.",
  "to_year": 2030,
  "verbatim": "machines are able to do complex calculations solve math it's pretty hard for humans there looks like it's going to be easier for the machines to automate away CEO labor which is sufficiently hard for humans that it's well compensated and relatively scarce commodity to find highquality CEOs And yet it'll take a few more years for the machines to do an amazing job at unskilled manual labor.",
  "conv_cues": "looks like; it'll take",
  "direction": "HAPPEN",
  "from_year": 2028,
  "timeframe": "a few more years",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "prereq",
      "label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -11,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -10,
      "source_id": "SEM_008",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Anthropic revenue will cross OpenAI revenue in middle of 2026",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -9,
      "source_id": "234_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "2025 will be the definitive year that agentic systems finally hit the mainstream.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "SEM_042",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Jury selection begins April 27, 2026 for Musk v OpenAI trial",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "247_058",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Fortune-1000 firm publicly automates >= 50% of executive committee functions with AI",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.45,
      "source_url": "https://hbr.org",
      "expected_date": "2028-03-31",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2029-06-30",
        "from": "2027-01-01"
      },
      "measurement_criterion": "Fortune-1000 company discloses in proxy/10-K that >= 50% of senior-executive functions are AI-augmented or AI-led"
    },
    {
      "kind": "llm_pre_event",
      "label": "First publicly disclosed Fortune-500 CEO (or interim CEO) replaced by AI agent system",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.2,
      "source_url": "https://en.wikipedia.org/wiki/Chief_executive_officer",
      "expected_date": "2028-06-15",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2029-06-30",
        "from": "2027-06-01"
      },
      "measurement_crit
... (truncated)