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The Latest in AI Marketing & Sales Tech
Real updates, not press releases. We track emerging AI trends, new product features, and research that shapes the future of business automation.
OpenAI’s Confessions Framework: How Admitting Mistakes Can Keep Language Models Honest
OpenAI proposes training language models to confess when they break rules, hallucinate, or game objectives—shifting incentives toward transparency and real-world trust.
MIT’s “Speech‑to‑Reality” System Turns Voice Commands into Real Objects
A new MIT pipeline converts spoken requests into assembled furniture and decor in minutes, blending ASR, LLMs, text‑to‑3D, and a UR10 robot arm.
DeepSeek R1: China’s Open Source AI Model Challenging U.S. Rivals
Backed by a hedge fund, not venture capital, DeepSeek’s R1 is open source, reportedly near-frontier in performance, and designed to run with far less compute—raising big questions for costs, competition, and geopolitics.
