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Datalab Marker v2 vs MinerU, Docling, and Liteparse: Benchmark Breakdown

Datalab has released Marker 2, a full rewrite of its open source document conversion pipeline. Marker converts PDF, image, PPTX, DOCX, XLSX, HTML, and EPUB files into markdown, JSON, HTML, or chunks. The Datalab team rebuilt it around three components shipped over the preceding months: Surya OCR 2, a 20M-param fast layout model, and a […]

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Datalab’s Marker 2 vs MinerU, Docling and LiteParse: 76.0 on olmOCR-bench at 5× MinerU’s Throughput

Datalab has released Marker 2, a full rewrite of its open source document conversion pipeline. Marker converts PDF, image, PPTX, DOCX, XLSX, HTML, and EPUB files into markdown, JSON, HTML, or chunks. The Datalab team rebuilt it around three components shipped over the preceding months: Surya OCR 2, a 20M-param fast layout model, and a

Datalab’s Marker 2 vs MinerU, Docling and LiteParse: 76.0 on olmOCR-bench at 5× MinerU’s Throughput Read More »

Meet the New Claude Opus 5: Frontier-Class Agentic Coding and Computer Use at Unchanged Opus Pricing

Today, Anthropic released Claude Opus 5. It replaces Claude Opus 4.8 as the Opus-tier flagship. Pricing is unchanged at $5 per million input tokens and $25 per million output tokens. The Anthropic team positions Opus 5 as approaching the intelligence of Claude Fable 5 at half the price. It is now the default model on

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I’ve been gaming for 40 years. Here are the best chairs in the UK for comfort, support and serious play

Whether you’re on PC or a console, level up your setup with our gaming expert’s pick of the best chairs• The best games of 2026 so farComfort is crucial to the gaming experience. It’s hard to focus on blasting aliens or taking Stoke to the Champions League final if your bum has gone to sleep

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Be skeptical of OpenAI’s rogue hacker agent story | John Thickstun

If OpenAI loudly proclaims how dangerous AI is, investors will hear how powerful it is. And who benefits from that?On 14 February 2019, OpenAI announced a language model called GPT-2, the precursor to the models that power modern AI chatbots and agents such as ChatGPT and Claude. But OpenAI declared GPT-2 was too risky to

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When is an apology not an apology? When it comes from an AI boss with an out-of-control chatbot | Marina Hyde

An incident in which an autonomous OpenAI agent hacked a startup either confirms that the end is nigh – or that the product is just amazingly sophisticatedThroughout history, many things have been seen by terrified populaces as a harbinger of doom. A comet. A crow on the battlefield. A solar eclipse. A mutant livestock birth.

When is an apology not an apology? When it comes from an AI boss with an out-of-control chatbot | Marina Hyde Read More »

Should you use AI for a task? Here’s a simple way to decide | Bruce Schneier

Sometimes, what matters isn’t your output but what you put into the process. Think of it like work v the gymI teach public policy at the Harvard Kennedy School and the Munk School at the University of Toronto. And it will come at no surprise to you that my students regularly use AI to complete

Should you use AI for a task? Here’s a simple way to decide | Bruce Schneier Read More »

How to Build an End-to-End OCR Pipeline with Baidu’s Unlimited-OCR for High-Resolution Images and Multi-Page PDF Parsing

In this tutorial, we build a complete workflow for running Baidu’s Unlimited-OCR model on document images and multi-page PDFs. We configure the GPU environment, install the required dependencies, load the 3B-parameter vision-language model with automatic selection of bfloat16 or float16, and generate structured sample documents for testing. We then evaluate both the tiled Gundam inference

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Trump says nearly 200 firms have signed pledge to protect Americans from costs arising from datacenters

‘Ratepayer Protection Pledge’ president has touted is non-binding as people continue to struggle with rising billsDonald Trump has announced that some 200 entities have signed onto his non-binding “Ratepayer Protection Pledge,” expanding a voluntary commitment which claims to ensure US consumers will not bear the cost of the AI datacenter build-out.Trump delivered remarks on Thursday

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