AIAI Silicon Valley, 2025
Catch up on every session from the AIAI Silicon Valley with sessions across 3 co-located summit featuring the likes of Anthropic, Open AI, Meta and many more.
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Building a Comprehensive AI Agent Evaluation Framework with Metrics, Reports, and Visual Dashboards
In this tutorial, we walk through the creation of an advanced AI evaluation framework designed to assess the performance, safety, and reliability of AI agents. We begin by implementing a comprehensive AdvancedAIEvaluator class that leverages multiple evaluation metrics, such as semantic similarity, hallucination detection, factual accuracy, toxicity, and bias analysis. Using Python’s object-oriented programming, multithreading…
The $84 trillion wealth transfer needs agentic AI
You know what’s wild? I simply requested a room filled with tech professionals what number of of them have an property plan. Eight arms went up. Out of dozens of individuals. That’s it. This is a symptom of a large downside that is about to hit the monetary world like a tidal wave. And I’m…
Build a Multi-Agent System for Integrated Transcriptomic, Proteomic, and Metabolomic Data Interpretation with Pathway Reasoning
In this tutorial, we construct a complicated multi-agent pipeline that interprets built-in omics information, together with transcriptomics, proteomics, and metabolomics, to uncover key organic insights. We start by producing coherent artificial datasets that mimic real looking organic tendencies and then transfer step-by-step by way of brokers designed for statistical evaluation, community inference, pathway enrichment, and…
Google DeepMind Releases GenAI Processors: A Lightweight Python Library that Enables Efficient and Parallel Content Processing
Google DeepMind recently released GenAI Processors, a lightweight, open-source Python library built to simplify the orchestration of generative AI workflows—especially those involving real-time multimodal content. Launched last week, and available under an Apache‑2.0 license, this library provides a high-throughput, asynchronous stream framework for building advanced AI pipelines. Stream‑Oriented Architecture At the heart of GenAI Processors…
What are ‘Computer-Use Agents’? From Web to OS—A Technical Explainer
TL;DR: Computer-use brokers are VLM-driven UI brokers that act like customers on unmodified software program. Baselines on OSWorld began at 12.24% (human 72.36%); Claude Sonnet 4.5 now studies 61.4%. Gemini 2.5 Computer Use leads a number of net benchmarks (Online-Mind2Web 69.0%, WebVoyager 88.9%) however is not but OS-optimized. Next steps middle on OS-level robustness, sub-second…
