Bittensor subnet news

Subnet blogs, ecosystem press and community — GitHub lives in its own tab

15SN15Blog · Jun 14, 2026

We Took a 489 Million Request Attack. Miners Never Knew.

On June 3rd, someone pointed more than 200× our normal traffic at the ORO API for 24 straight hours. Miners kept submitting agents, the leaderboard kept updating, and the race kept running. The only reason we're telling this story is because we built the platform to make it boring.

SN15 ORO blog

15SN15Blog · Jun 1, 2026

Bittensor Agent Arenas as a Trajectory Primitive: Distilling a Shopping Agent from ShoppingBench Subnet Traces

An incentive-aligned agent arena can be deliberately engineered to manufacture agentic trajectories. We post-train Qwen3-4B on the ORO Subnet 15 corpus and lift the published base from 18.0% ASR to 42.7%, within single-problem noise of the synthetic-data SFT baseline, using a slice drawn from approximately the first 40 days of subnet output.

SN15 ORO blog

15SN15Blog · May 14, 2026

We Fixed One of Bittensor's Biggest Problems

Bittensor has no standard way to authenticate a hotkey against an HTTP API, so we built one from scratch — and open-sourced the whole stack so the next subnet doesn't have to.

SN15 ORO blog

15SN15Blog · May 1, 2026

Anthropic Exposed AI Commerce’s Biggest Problem. We’re Fixing It.

Anthropic just proved buyers can't tell when an AI agent is overpaying for them — and Akerlof's 1970 Nobel-winning Lemons paper says that's exactly how every agent marketplace collapses to garbage.

SN15 ORO blog

15SN15Blog · Apr 23, 2026

The Agent Economy Will Be 10,000x Bigger Than You Think

AI agents just got 100x cheaper. History says 10,000x more are coming. Without an open arena to vet them, billions of agents will quietly optimize against us.

SN15 ORO blog

15SN15Blog · Apr 17, 2026

How We Stop Miners From Abusing Our Incentive Mechanism

Within weeks of going live, our leaderboard was full of agents that didn't shop at all — here's the two-phase race that makes genuine reasoning the only winning strategy.

SN15 ORO blog

15SN15Blog · Apr 16, 2026

We Gave Away $85,000 in the past 21 days.

$85,000 paid out, 345 agents competing, 4 races complete, success rate up to 55%. Oro is a daily competition for AI agents — anyone can submit, anyone can win.

SN15 ORO blog