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Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.

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InfoQ Reading List

LLaVA-CoT Shows How to Achieve Structured, Autonomous Reasoning in Vision Language Models

Chinese researchers fine-tuned Llama-3.2-11B to improve its ability to solve multimodal reasoning problems by going beyond the direct-response or chain-of-thought (coT) approaches to reason step by step in a structured way. Named LLava-CoT, the new model outperforms its base model and proves better than larger models, including Gemini-1.5-pro, GPT-4o-mini, and Llama-3.2-90B-Vision-Instruct.

By Sergio De Simone

Microsoft Announces General Availability of Fabric API for GraphQL

Microsoft has launched Fabric API for GraphQL, moving the data access layer from public preview to general availability (GA). This release introduces several enhancements, including support for Azure SQL and Fabric SQL databases, saved credential authentication, detailed monitoring tools, and integration with CI/CD workflows.

By Robert Krzaczyński

Vercel Expands AI Toolkit with AI SDK 4.0 Update

Vercel has announced version 4.0 of its open-source AI SDK toolkit designed for building AI applications in JavaScript and TypeScript. The update introduces key features like PDF support, computer use integration, and a new xAI Grok API.

By Daniel Dominguez

First Google Axion Processor Now Available: Claims Best Performance in Cloud Market

Google has announced the general availability of its C4A virtual machines, marking the debut of Axion-based instances. The cloud provider claims these instances deliver up to 10% better price-performance compared to the latest Arm-based alternatives from competitors, including Amazon Graviton4.

By Renato Losio

Netflix Rolls Out Service-Level Prioritized Load Shedding to Improve Resiliency

Netflix extended its prioritized load-shedding implementation to the individual service level to further improve system resilience. The approach uses cloud capacity more efficiently by shedding low-priority requests only when necessary instead of maintaining separate clusters for failure isolation.

By Rafal Gancarz

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