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- Frontier lab compute workloads
Frontier lab compute workloads
Social Capital's stacked bar chart drew 482.7K views on X: 118x its typical post and #13 of 41 Social Capital charts we track by views. Read Oct 12, 2026.
~90% of frontier lab compute now goes to post-training and inference.
Why it spread
This post from @socialcapital spread because a bold claim that most frontier lab compute now goes to post-training and inference landed with 1,065 likes, 128 reposts, 85 quotes, 658 saves and 481,212 views, which is 152.1x the account's typical 7 likes.
What worked
- The headline claim is a strong, quotable reframe of a shift in where compute goes, which helped drive 85 quotes and a quote rate in the top quarter.
- The stacked bar showing share of frontier lab compute by workload over time is a familiar form with medium design polish and medium self labelling, so it reads quickly.
- The post is branded and includes a source line, which supports credibility even though source reach sits in the bottom quarter.
What to borrow
We could use the same stacked bar form to show how a mix of workloads or spend changes over time, and pair it with one plain sentence that states the shift without hedging.
Careful
Do not over-read the source reach, since it sits in the bottom quarter, and do not assume the same framing will travel for us just because this account beat its typical likes by 152.1x.
Written by our analysis model from the measured numbers above, not by Social Capital.
Make it yours
Your numbers, in this stacked bar chart.
Starts from the real numbers of "Share of frontier lab compute by workload" by Social Capital. Replace every number with yours before you post. Make one like this, step by step
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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 f660f61ab496.
| Path | Returns | Plan | |
|---|---|---|---|
| GET | /api/v1/charts/f660f61ab496 | Title, publisher, date, form, point count; with a Max key, the data link | Open |
| GET | /api/v1/charts/f660f61ab496/data | Every point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSV | Max |
| GET | /api/v1/charts/f660f61ab496/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/f660f61ab496/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 Social Capital's "Frontier lab compute workloads" chart travel?
482,716 views, 1,069 likes, 130 reposts and 659 saves on X, read Oct 12, 2026. A normal post from @socialcapital gets about 4.1K views.
What kind of chart is it?
A stacked bar chart. Share of frontier lab compute by workload over time.
Can I use Social Capital's chart?
Use the format, not the picture. The chart, logo and design belong to Social Capital. ViralChart redraws the chart type with your numbers and words, and credits the original publisher.