Interviews with 15 builders map forecasting-bot construction problems
Successful competition participants struggled to ground bots in facts, keep reasoning coherent, and judge real performance.
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Successful competition participants struggled to ground bots in facts, keep reasoning coherent, and judge real performance.
A YOLOv8 detector routed to an open-weight vision-language model reached 85.4% accuracy and retrains from its own labels.

About 10,000 one-off requests in seven minutes on July 6 bypassed address-based rate limits and broke search.

Cloudflare will score Verified bots on whether they honor robots.txt and rate-limit signals over time.

Cloudflare says Yandex outages cut search crawling while malicious cloud bots mostly moved elsewhere.

Ukrainian drone strikes on Yandex data centers disrupted Russian online services and sharply cut Yandex-linked bot traffic.

A fraudster was jailed 18 months and ordered to forfeit $8.1 million from AI streaming fraud.

DataDome reports malicious bot traffic jumped 124% year over year, while 65% of tested websites detected none of ten simulated bots.
An Akamai post discusses how businesses should respond when competitors scrape their prices.
Schneier cites Anthropic transcripts showing Claude failing CAPTCHA challenges, while unofficial reports claim GPT-6 Astra solved a 48-level bot-verification game.

Telegram Desktop XSS in bot inline keyboard buttons let attackers steal chat content from exported HTML archives; patched in 7.0.1.

Cloudflare launched BotBase for Operators, a dashboard for bot and agent operators to manage directory submissions, track status, and declare content usage.
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