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.

Creating Powerful AI Agents with NeMo, Bedrock, and Strands

Enterprise developers are transitioning to autonomous AI agents for complex tasks. Strands Agents, Amazon Bedrock AgentCore, and NVIDIA NeMo Agent Toolkit offer a powerful solution for designing, orchestrating, and scaling secure multi-agent systems on AWS. These tools streamline AI agent development, deployment, and performance optimization for enterprise-ready solutions.

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.

Trump Media's $6bn Fusion Power Merger

Trump Media and Technology Group merges with TAE Technologies in a $6bn deal to combine Truth Social with AI-driven energy solutions. The link-up aims to capitalize on the AI boom and meet the rising energy demand.

Copyrighted Material AI Training Proposal Axed

Productivity Commission drops controversial proposal for tech companies to use copyrighted material for AI training. Government advised to wait 3 years before reviewing Australian copyright settings and impact of new technology.

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.

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.