AI furniture assembly accuracy
Epoch AI's scatter plot drew 137.9K views on X: 2.0x its typical post and #30 of 97 Epoch AI charts we track by views. Read Oct 10, 2026.
Can AI tell if you've built your IKEA furniture wrong? Our new benchmark, the Furniture Assembly Benchmark (FAB), gives models the manual and a photo of a half-completed piece of furniture and asks them to spot the mistake.
Why it spread
This post spread because it hit a hot topic that week and came from an independent author, with the measured numbers showing 1,166 likes, 104 reposts, 39 quotes, 240 saves and 137,939 views.
What worked
- The post text frames the chart around a relatable everyday task, asking whether AI can tell if you have built your IKEA furniture wrong, which makes the benchmark easy to grasp.
- The headline number is a clear improvement story, with the top score going from 28% to 80% in just 10 months.
- The chart is a scatter plot with medium design polish, medium self labelling, a source line and branding, and the account reaches the top quarter for source reach while the quote rate is above average.
What to borrow
We could pair our own benchmark chart with a familiar real world task and a simple before and after improvement line, then keep the source line and branding visible.
Careful
Do not copy the exact framing or assume the same lift will travel, since the spread also depended on a hot topic that week and an independent author, and the post has no comment count or account typical likes to compare against.
Written by our analysis model from the measured numbers above, not by Epoch AI.
Make it yours
Your numbers, the bar chart way.
Starts from the real numbers of "AI has improved at spotting errors in furniture assembly" by Epoch AI. Replace every number with yours before you post. Make one like this, step by step
Free pictures carry a small "Made with ViralChart" line. That line is how other people find us.
API · Max
Use this chart via API
On the Max plan you can pull this chart's numbers with the provenance of each one, as JSON or CSV, with its redraw spec, or call it from an agent over MCP. Chart id 8f1ece60cedd.
Approximate values. Our two readings of this chart agreed only in part (confidence 0.48 of 1), so check the original before you quote a number. The API marks it lowConfidence, and ?min_confidence=0.5 leaves it out.
| Path | Returns | Plan | |
|---|---|---|---|
| GET | /api/v1/charts/8f1ece60cedd | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/8f1ece60cedd/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/8f1ece60cedd/render?view=1 | The draw-only view this page uses | Open |
| POST | /mcp | Tool get_chart_data with this id, for Claude, Cursor and other agents | Max |
curl -s https://viral-chart.com/api/v1/charts/8f1ece60cedd/data \
-H "Authorization: Bearer $VIRALCHART_KEY"claude mcp add --transport http viralchart https://viral-chart.com/mcp \
--header "Authorization: Bearer $VIRALCHART_KEY"60 requests a minute per key; over that you get 429 with Retry-After. Up to 5 keys per account, made on your account page and shown once. Without Max, the data route answers 402 with a link to the plans. The numbers describe a chart its publisher owns, and every file carries a license note.
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Questions people ask
How far did Epoch AI's "AI furniture assembly accuracy" chart travel?
137,939 views, 1,166 likes, 104 reposts and 240 saves on X, read Oct 10, 2026. A normal post from @EpochAIResearch gets about 68.2K views.
What kind of chart is it?
A scatter plot. AI accuracy improves over time for furniture assembly.
Can I use Epoch AI's chart?
Use the format, not the picture. The chart, logo and design belong to Epoch AI. ViralChart redraws the chart type with your numbers and words, and credits the original publisher.