Optical character recognition, or OCR, converts text visible in images, scans, photographs, and PDFs into machine-readable characters. A modern OCR pipeline may detect text regions, correct perspective, recognize handwriting or printed symbols, and reconstruct reading order and layout. The technology supports document search, invoice processing, accessibility, translation, archiving, and identity workflows. Accuracy depends on image quality, fonts, languages, handwriting, tables, background noise, and document structure. A plausible transcription can still contain consequential mistakes in names, dates, or amounts. High-impact uses therefore combine OCR confidence scores with validation rules, source-image access, and human review rather than treating extracted text as automatically authoritative.
Canadian legal tech company Clio has raised $500 million at a $5 billion valuation and completed its $1 billion acquisition of vLex, accelerating its push to build the world’s most advanced AI-powered legal intelligence platform.
Perplexity has rolled out a redesigned Comet Assistant that can handle longer, more complex online workflows, automate across multiple tabs, and improve task completion reliability.
Google is enhancing Google Finance with AI-powered Deep Search, prediction markets data, and new earnings features, while expanding the upgraded platform to India for the first time.
British-Polish startup ElevenLabs found one of its top AI researchers working in a call center – a result of its decision to abandon traditional hiring platforms like LinkedIn.
Nvidia CEO Jensen Huang clarified remarks suggesting China would win the AI race, saying the U.S. can stay ahead by innovating faster and empowering global developers.
Pinterest is turning to open source AI models to cut expenses and enhance its visual search and shopping tools, even as the company forecasts softer holiday revenue. CEO Bill Ready says the approach will support performance while keeping infrastructure costs in check.
Gartner identifies AI agents, emotion AI, and digital twins as key drivers of modern sales transformation. These technologies are reshaping how organizations engage and understand customers.
OpenAI is laying the groundwork for an initial public offering that could value the company at up to $1 trillion, positioning it as one of the most anticipated tech listings in history.
Ark Invest CEO Cathie Wood says humanoid robots could become the most transformative opportunity in artificial intelligence, eclipsing sectors like autonomous transport and healthcare.
Elon Musk has unveiled Grokipedia – an AI-driven encyclopedia built on Grok that aims to offer factual, bias-free knowledge as an alternative to Wikipedia.