NEWS IN BRIEF: AI/ML FRESH UPDATES

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AI Speeding Up ML Development

AI accelerates ML development by determining techniques, generating code, and tuning hyperparameters, cutting model creation time significantly. AI may increase data science efficiency, but impact entry-level positions, while generating creative outputs like a steampunk car.

Unlocking the Potential of 'Untrainable' Neural Networks

MIT CSAIL researchers found that short-term guidance can significantly enhance the performance of previously deemed "ineffective" neural networks by aligning internal representations. Unlike knowledge distillation, guidance transfers structural knowledge directly, leveraging untrained networks' architectural biases for effective learning.

Warning: Think Twice Before Giving AI Toys to Kids

AI-powered toys like Grem are gaining popularity, but research suggests they may be more unsettling than entertaining. With over 1,500 AI toy companies in China and major players like Mattel partnering with OpenAI, these toys could soon be everywhere.

The Bleak Future of Job Hunting

Job hunting has become soul-destroying with fake ads and confusing company descriptions. Only 5% of Brits are unemployed, facing rejection and uncertainty in the job market.

Enhancing Large Language Models

MIT and MIT-IBM Watson AI Lab develop PaTH Attention, an adaptive encoding technique for transformers, addressing limitations in state tracking. Presented at NeurIPS, this research aims to enhance AI systems' capabilities while maintaining scalability and efficiency.

George Osborne Joins OpenAI

George Osborne joins OpenAI to enhance ChatGPT's government connections globally. He will lead OpenAI for Countries division for national AI deployments.