Spreadsheet, SQL, code, UI jobs will be done by AI starting at end of this year

Spreadsheet, SQL, code, UI jobs will be done by AI starting at end of this year | I've got a lot of people that I dearly love that work spreadsheets, SQL queries, uh, write code, do UI, and all of those things are going to be done by AI starting at the end of this year.

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I've got a lot of people that I dearly love that work spreadsheets, SQL queries, uh, write code, do UI, and all of those things are going to be done by AI starting at the end of this year.

Beneficiaries (24)

Adverse (6)

{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=uOGHXAfvK8w",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "all of those things are going to be done by AI starting at the end of this year. And I think what's different is if you had a job before and you lost that job, you would go work somewhere else. This is different in that AI will do that forever here forward.",
  "to_year": 2026,
  "verbatim": "I've got a lot of people that I dearly love that work spreadsheets, SQL queries, uh, write code, do UI, and all of those things are going to be done by AI starting at the end of this year.",
  "conv_cues": "going to be",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "End of 2026",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "GPT-5.4 exceeds human OSWorld baseline at 75.0%",
      "source": "https://nerdleveltech.com/gpt-5-4-beats-humans-computer-use-ai-agents — GPT-5.4 OSWorld 75.0%",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://nerdleveltech.com/gpt-5-4-beats-humans-computer-use-ai-agents",
      "expected_date": "2026-03-05",
      "observed_date": "2026-03-05",
      "research_origin": "deep_research",
      "measurement_criterion": "OpenAI GPT-5.4 scores >=72.4% on OSWorld benchmark (human expert baseline), validating computer-use job displacement thesis"
    },
    {
      "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": -6,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "SEM_027",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -4,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "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": -3,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -2,
      "source_id": "SEM_015",
      "expected_date": "2026-06-25",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "AI spreadsheet/data agents reach 90% accuracy threshold",
      "source": "https://www.mindstudio.ai/blog/ai-agents-replace-spreadsheet-work — AI agents replacing spreadsheet work",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -1,
      "source_id": null,
      "confidence": 0.82,
      "source_url": "https://www.mindstudio.ai/blog/ai-agents-replace-spreadsheet-work",
      "expected_date": "2026-06-30",
      "research_origin": "deep_research",
      "measurement_criterion": "Vendor benchmarks confirm AI agents handle data extraction, formula generation, cleaning, analysis, reporting at >=90% accuracy on standard enterprise tasks"
    },
    {
      "kind": "event",
     
... (truncated)