NEWS IN BRIEF: AI/ML FRESH UPDATES

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Evolution of LLM Agents: A Guide

2024: Rise of new generation agents like MultiOn, LangGraph, and LlamaIndex Workflows. Second-gen agents offer structured paths for more powerful capabilities, moving away from the failed ReAct agents.

California's Groundbreaking AI Regulation Bill

California bill mandates AI model testing, safety protocol disclosure to prevent catastrophic risks like electric grid sabotage. Governor Gavin Newsom to decide on groundbreaking legislation by end of September, amid warnings against AI overregulation.

Revolutionizing Infodynamics

New law of infodynamics could revolutionize genomic research, evolutionary biology, and computing. SLID reveals how complex systems process information, with implications for analytical models and the evolution of viruses.

Mastering JSON Compliance in LLMs

Top LLMs tested for structured output: Google Gemini Pro, Anthropic Claude, OpenAI GPT. OpenAI leads with direct integration for JSONs. Anthropic requires 'tool call' trick, Google Gemini is cumbersome.

Reviving Hope in Broken Britain

Starmer hints at tax rises, plans cuts in public expenditure, drawing comparisons to failed policies of George Osborne. Calls for a new Beveridge Mark 2 to bring hope after 14 years of brokenness.

Mastering LLM Decision-Making with LATS & GPT-4o

GPT-4o and LATS merge to enhance LLM decision-making, revolutionizing problem-solving with advanced reasoning capabilities. Meta-generation algorithms amplify computational resources during inference, mimicking higher-level cognitive processes for improved model performance.

Microsoft Donates Mono to Wine Project

Microsoft has donated the Mono Project to WineHQ, encouraging migration to open source .NET framework. Mono, created by Miguel de Icaza, was a trailblazer for .NET on various operating systems.