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GPT-6 Astra Ultra scores 0 in football detection evaluation

Bittensor says that under the football recognition rules of its Score subnet, GPT-6 Astra Ultra scored 0 after penalties for false detections, and that full-match analysis costs about 1,000 times more than specialized models.

Openτensor Foundaτion
@opentensorArchived 2026.09.18Originally posted 2026.09.17
GPT-6 Astra Ultra scores 0 in football detection evaluation
Openτensor Foundaτion @opentensorOriginally posted 2026.09.17
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Computer vision is still hard to make reliable and affordable at scale. Even GPT-6 Astra Ultra scored 0% under the football evaluation rules used by Score’s subnet after penalties for false detections. Score’s tests put full-match analysis with Astra or Fable 5.1 at an estimated 1,000× the cost of its specialized models.

x.com/opentensor/status/2100497280587772064Archived 2026.09.18 10:10