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UpworkLaunch

Upwork Says AI Works Best With Humans: New Index Shows Big Boost When People Step In

What happened

Upwork Enterprise launches Human+Agent Productivity Index.

Source

Article excerpt

Highlighted: the sentence this signal was extracted from

Upwork says AI works best with humans: new index shows big boost when people step in. If AI agents were employees, Upwork's new research basically says: don't leave them unsupervised. Upwork has released its new Human+Agent Productivity Index (HAPI), calling it the industry's first large-scale look at how human experts improve the performance of AI agents on real client work. The company says the findings challenge the idea that AI agents can run independently without oversight. Andrew Rabinovich, Upwork's CTO and head of AI & ML, summed up the core finding in an interview with VentureBeat, saying, "AI agents aren't that agentic, meaning they aren't that good." But he added that collaboration changes the picture: "When paired with expert human professionals, project completion rates improve dramatically." HAPI is built on more than 300 completed, paid-for marketplace projects on the platform. Upwork notes that these tasks were intentionally chosen for their simplicity, nearly all under $500 and representing less than 6% of its total gross services volume. Why the study matters. Most AI benchmarks rely on synthetic data or academic-style tests. HAPI uses real client jobs. These are tasks that freelancers have completed and clients have paid for, providing the index with a rare glimpse into authentic work rather than controlled experiments. Upwork says this approach...

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Extracted by Autobound

From the Signal API record
Event
Launch

What this signalsA launch often needs new go-to-market and support spend.

Product
Human+Agent Productivity Index

The full record

From the Signal API record

Details

Category
Launches

Topics and mentions

Job title tags

  • human resources

Extraction

Confidence
97%
Detected
Nov 17, 2025
signal_type
news
signal_subtype
launches

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The API returns more than this page shows

This page shows a preview. The full news record in the Signal API and MCP can also have these 8 fields. Some fields are empty for some signals.

Company

  • linkedin_urlValue in the API
  • industriesValue in the API
  • employee_count_lowValue in the API
  • employee_count_highValue in the API
  • revenueValue in the API
  • descriptionValue in the API

Signal

  • signal_nameValue in the API
  • associationValue in the API
Show the full JSONThe record on this page and the API request

GET /v1/signals/779dc350-4afe-4e61-a3a5-0a83175d1ede returns this record as JSON. POST /v1/companies/enrich returns every signal for upwork.com.

{
  "signal_id": "779dc350-4afe-4e61-a3a5-0a83175d1ede",
  "signal_type": "news",
  "signal_subtype": "launches",
  "detected_at": "2025-11-17T15:00:09+00:00",
  "company": {
    "name": "Upwork",
    "domain": "upwork.com"
  },
  "data": {
    "url": "https://www.eweek.com/news/upwork-ai-works-best-with-humans",
    "title": "Upwork Says AI Works Best With Humans: New Index Shows Big Boost When People Step In",
    "excerpt": "Upwork says AI works best with humans: new index shows big boost when people step in.\n\nIf AI agents were employees, Upwork's new research basically says: don't leave them unsupervised.\n\nUpwork has released its new Human+Agent Productivity Index (HAPI), calling it the industry's first large-scale look at how human experts improve the performance of AI agents on real client work. The company says the findings challenge the idea that AI agents can run independently without oversight.\n\nAndrew Rabinovich, Upwork's CTO and head of AI & ML, summed up the core finding in an interview with VentureBeat, saying, \"AI agents aren't that agentic, meaning they aren't that good.\" But he added that collaboration changes the picture: \"When paired with expert human professionals, project completion rates improve dramatically.\"\n\nHAPI is built on more than 300 completed, paid-for marketplace projects on the platform. Upwork notes that these tasks were intentionally chosen for their simplicity, nearly all under $500 and representing less than 6% of its total gross services volume.\n\nWhy the study matters.\n\nMost AI benchmarks rely on synthetic data or academic-style tests. HAPI uses real client jobs. These are tasks that freelancers have completed and clients have paid for, providing the index with a rare glimpse into authentic work rather than controlled experiments.\n\nUpwork says this approach...",
    "product": "Human+Agent Productivity Index",
    "summary": "Upwork Enterprise launches Human+Agent Productivity Index.",
    "category": "launches",
    "found_at": "2025-11-17T15:00:09Z",
    "planning": false,
    "image_url": "https://assets.eweek.com/uploads/2025/11/eweek-11172025-upwork-ai-works-best-with-humans.jpg",
    "confidence": 0.9665,
    "product_data": {
      "full_text": "Human+Agent Productivity Index",
      "fuzzy_match": true
    },
    "published_at": "2025-11-17T15:00:09Z",
    "job_title_tags": [
      "human_resources"
    ],
    "article_sentence": "Upwork has released its new Human+Agent Productivity Index (HAPI), calling it the industry's first large-scale look at how human experts improve the performance of AI agents on real client work."
  }
}

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