City Detect AI has raised $13M in Series A funding to expand its computer vision platform for urban building monitoring. The technology, installed on municipal vehicles, processes thousands of properties weekly while blurring faces and license plates for privacy. The funding will fuel national expansion and storm damage detection development.

City Detect AI, a startup using computer vision on municipal vehicles to detect building defects and neighborhood issues, raised $13M in Series A funding, expanding to 17 US cities.

This article debunks the 'bot panic' in prediction markets, showing that 5% wallets driving 75% volume is concentration, not predation. AI agents have 37% win rate vs 7-13% for humans, but bot advantage is limited to structural markets. Platforms shifting towards sports, benefiting retail. Investment value moves to infrastructure layer.

While 5% of wallets account for 75% of Polymarket volume, and 70% of profitable wallets are bots, the structural advantage is only 3-4x in group win rates. Bot dominance is limited to short-window arbitrage; platform mix is shifting toward sports, favoring retail. Bottleneck before bot-human extraction peaks.

Polymarket data shows 70% of profitable wallets may be bots, but deeper analysis reveals structural advantages: AI agents have 37% win rate vs humans' 10%. The sector is shifting from politics to sports, with retail investors dominating. Investment opportunities migrate to L2 agent infrastructure and intermediary layers.

5% wallets contribute 75% volume on Polymarket, but bot predation narrative is flawed. Bots have 37% win rate vs humans' 10%, advantage limited to short-window arbitrage. Platform shift to sports expands human edge. Investment opportunities migrate to infrastructure layer.

A new report challenges the bot panic narrative: while 5% of wallets (mostly bots) drive 75% of Polymarket volume, bot advantages are limited to arbitrage and real-time sports. Humans still dominate long-term events. The platform's shift from political to sports markets favors retail traders. Bot-on-bot competition will cap capital extraction before bot share peaks.

Despite data showing 70% of profitable wallets on Polymarket are bots, the narrative of AI takeover is misleading. Bots excel in structured arbitrage, but humans dominate complex judgment markets. The platform shift toward sports and retail users reshapes the landscape.