One in Four Organizations Are Leaking Secrets Through AI Agent Config Files
A Codacy scan of 34,266 repos found credentials, API keys, and system prompts exposed in AI agent config files at 25% of organizations.
Reporting from TechCrunch, Bengaluru-based Avataar AI has launched a distilled video generation model priced at half a cent per second — roughly 90% below the going rate at Western competitors — and specifically optimized for Indian languages, cultural aesthetics, and the bandwidth-constrained mobile networks that define the subcontinent's market.
This is the playbook that let low-cost Chinese phone makers outflank Nokia and Motorola: good enough quality at a price point that makes the premium option feel absurd. Avataar isn't competing with Runway on high-end production work — it's targeting the hundreds of millions of small businesses, creators, and advertisers across South and Southeast Asia who have never been able to afford generative video at all.
If the quality holds up under scrutiny, OpenAI's Sora and Runway ML face a straightforward choice: cut prices in emerging markets and compress margins, or cede them entirely. Geography is about to become the next front in the AI pricing war.
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A Codacy scan of 34,266 repos found credentials, API keys, and system prompts exposed in AI agent config files at 25% of organizations.
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