Introduction: Why Enterprises Need an ADP Layer Now Enterprise document volumes are exploding, yet back-office workflows are still clogged with manual routing, data re-entry, and error-prone approvals. Finance teams waste hours reconciling mismatched invoices. Operations pipelines stall when exceptions pile up. IT leaders struggle to maintain brittle integrations every time a vendor shifts a…
Artificial Intelligence has come a long way in recent years. From chatbots that answer questions to AI systems that compose music or create art, machines are beginning to mimic some aspects of human intelligence. But one question fascinates scientists, technologists, and the general public alike: Can AI really think like a human?
“AI can mimic…
Evaluating OCR systems that convert PDFs or document images into Markdown is far more complex than it appears. Unlike plain text OCR, OCR-to-Markdown requires models to recover content, layout, reading order, and representation choices simultaneously. Today’s benchmarks attempt to score this with a mix of string matching, heuristic alignment, and format-specific rules—but in practice, these…
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I used to hate vibe coding. I believed I could write better code, design cleaner systems, and make more thoughtful architectural decisions on my own. For a long time, that was probably true. Over time, things changed. AI agents improved significantly. MCP servers, Claude skills, agent workflows, planning-first execution, and…
Frontier multimodal models usually process an image in a single pass. If they miss a serial number on a chip or a small symbol on a building plan, they often guess. Google’s new Agentic Vision capability in Gemini 3 Flash changes this by turning image understanding into an active, tool using loop grounded in visual…
In August, we previewed Genie 3, a general-purpose world model capable of generating diverse, interactive environments. Even in this early form, trusted testers were able to create an impressive range of fascinating worlds and experiences, and uncovered entirely new ways to use it. The next step is to broaden access through a dedicated, interactive prototype…
How do you build a single vision language action model that can control many different dual arm robots in the real world? LingBot-VLA is Ant Group Robbyant’s new Vision Language Action foundation model that targets practical robot manipulation in the real world. It is trained on about 20,000 hours of teleoperated bimanual data collected from 9…
When Algorithms Dream of Photons: Can AI Redefine Reality Like Einstein? | by Manik Soni | Jan, 2025
In 1905, Albert Einstein published a paper on the photoelectric effect — a deceptively simple observation that light could eject electrons from metals. This work, which later won him the Nobel Prize, didn’t just explain an oddity in physics. It shattered classical mechanics, birthing quantum theory and reshaping our understanding of reality. But here’s a…