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Apple Released FastVLM: A Novel Hybrid Vision Encoder which is 85x Faster and 3.4x Smaller than Comparable Sized Vision Language Models (VLMs)

Introduction Vision Language Models (VLMs) allow both text inputs and visual understanding. However, image resolution is crucial for VLM performance for processing text and chart-rich data. Increasing image resolution creates significant challenges. First, pretrained vision encoders often struggle with high-resolution images due to inefficient pretraining requirements. Running inference on high-resolution images increases computational costs and […] The post Apple Released FastVLM: A Novel Hybrid Vision Encoder which is 85x Faster and 3.4x Smaller than Comparable Sized Vision Language Models (VLMs) appeared first on MarkTechPost.

Google is having ‘productive discussions’ with Trump lawyers about his deplatforming suit

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Critics of Big Tech and President Donald Trump are on high alert as Google and President Donald Trump’s legal teams are engaged in what look like potential settlement discussions. Lawyers for Trump and Google’s YouTube recently told a federal judge they “continue to engage in productive discussions regarding next steps” in a lawsuit Trump filed […]

How to Build an Advanced AI Agent with Summarized Short-Term and Vector-Based Long-Term Memory

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In this tutorial, we walk you through building an advanced AI Agent that not only chats but also remembers. We start from scratch and demonstrate how to combine a lightweight LLM, FAISS vector search, and a summarization mechanism to create both short-term and long-term memory. By working together with embeddings and auto-distilled facts, we can […] The post How to Build an Advanced AI Agent with Summarized Short-Term and Vector-Based Long-Term Memory appeared first on MarkTechPost.

Tesla’s new ‘Master Plan’ sounds like AI slop

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Tesla's latest "Master Plan" makes a few things clear right out of the gate: the company that was once known for accelerating the push toward a brighter future by popularizing electric vehicles and renewable energy is no longer interested in that quotidian stuff. Now, it's all about artificial intelligence, humanoid robots, self-driving cars, and the […]

Document intelligence evolved: Building and evaluating KIE solutions that scale

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In this blog post, we demonstrate an end-to-end approach for building and evaluating a KIE solution using Amazon Nova models available through Amazon Bedrock. This end-to-end approach encompasses three critical phases: data readiness (understanding and preparing your documents), solution development (implementing extraction logic with appropriate models), and performance measurement (evaluating accuracy, efficiency, and cost-effectiveness). We illustrate this comprehensive approach using the FATURA dataset—a collection of diverse invoice documents that serves as a representative proxy for real-world enterprise data.

Anthropic is now valued at $183 billion

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Anthropic, the AI startup behind Claude and one of OpenAI’s chief competitors, emerged from the holiday weekend with big news: A completed funding round of $13 billion, awarding the company a $183 billion post-money valuation. The company said in a press release that between the start of 2025 and August — less than nine months — […]

Natural language-based database analytics with Amazon Nova

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In this post, we explore how natural language database analytics can revolutionize the way organizations interact with their structured data through the power of large language model (LLM) agents. Natural language interfaces to databases have long been a goal in data management. Agents enhance database analytics by breaking down complex queries into explicit, verifiable reasoning steps and enabling self-correction through validation loops that can catch errors, analyze failures, and refine queries until they accurately match user intent and schema requirements.