According to @DeepLearningAI, researchers introduced the Energy-Based Transformer EBT, which scores a candidate next token by energy and iteratively lowers that energy via gradient steps to verify and select the token, source: DeepLearning.AI on X, Sep 27, 2025. According to @DeepLearningAI, in 44-million-parameter trials on RedPajama-Data-v2, EBT outperformed same-size vanilla transformers on three of four benchmarks, source: DeepLearning.AI on X, Sep 27, 2025. According to @DeepLearningAI, the post links to a summary in The Batch, while the tweet does not specify compute cost, latency, code availability, or release timeline, so cost or speed implications are not provided, source: DeepLearning.AI on X, Sep 27, 2025.

According to @DeepLearningAI, a field study covering 67,000 interviews for entry-level customer service roles found that screening with an AI interviewer increased job offers, acceptances, and retention versus human recruiters (source: DeepLearning.AI, The Batch). According to @DeepLearningAI, candidates screened by the chatbot were 12 percent more likely to receive offers and 18 percent more likely to accept an offer and start work (source: DeepLearning.AI, The Batch).