AI Predicts Crop Failures 6 Months in Advance

Google’s Climate AI team developed a model that predicts crop yields (with 92% accuracy) using satellite imagery, soil data, and weather forecasts. Piloted in India and Kenya, it alerted farmers to a 2024 maize blight 6 months pre-harvest. Technical Insight: Combines convolutional…

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AI Negotiates Legal Contracts Autonomously 100X speeds

Startups like Lexion and Luminance deployed AI agents capable of autonomously negotiating non-disclosure agreements (NDAs) and procurement contracts. Technical Insight: Fine-tuned LLMs (e.g., GPT-4) cross-reference clauses with jurisdictional laws and client risk thresholds. In tests, AI reduced negotiation time from 3 weeks to 6…