FrontierThe story, in brief

OpenAI's GPT-6 Astra can now tell you exactly where you screwed up your IKEA shelf

80 percent. That's GPT-6 Astra's accuracy on spotting bad IKEA assembly — up from 28 percent in November. Vision is closing the real-time gap.

Illustration of a transparent lens revealing connected networks across layers of paper.
Exploring the next frontier of AI research.AI illustration by KeyNews
The KeyNews take

Why it matters

GPT-6 Astra shows material progress in multimodal vision reasoning over a short interval, moving from parlor-trick accuracy to practical territory. The benchmark itself (IKEA assembly correctness) is niche, but the velocity and the closing gap to real-time latency matter to frontier watchers tracking capability density and inference speed.

The key facts

9 to know
  1. GPT-6 Astra: 80% accuracy on IKEA assembly correctness detection

  2. November 2025 baseline: 28% accuracy (same task)

  3. Improvement: 52 percentage points in ~10 months

  4. Limitation: speed not yet fast enough for real-time assembly guidance, but gap closing

  5. Source: Epoch AI benchmark tracking

  6. GPT-6 Astra achieves 80% accuracy on IKEA assembly correctness detection

  7. Previous best model (November 2025) achieved 28% on same task

  8. Speed remains insufficient for real-time assembly guidance per Epoch AI

  9. Source: The Decoder; benchmark source: Epoch AI

Go to the source

The Decoderthe-decoder.com

Publisher excerpt: OpenAI's GPT-6 Astra can look at a photo and tell whether an IKEA furniture piece was assembled incorrectly, hitting an 80 percent accuracy rate. Back in November 2025, the best model managed just 28 percent. According to Epoch AI, the speed isn't quite fast enough yet for real-time assembly…
Read original report
Back to today's editionMore frontier news

Keep reading

Related stories

More from Frontier