Category: Blog
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Announcing the Open-Source Release of the Agentic Paper Review System
In January, we published From Months to Days: AI-Assisted Peer Review with Human Oversight, describing how a multi-agent AI system could assist with large-scale structured academic paper review while keeping human judgement at the center. Today, we’re open-sourcing the tool behind that article. What it does The Agentic Paper Review System deploys a team of…
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Why CAPTCHAs Are Losing Ground to AI
You’ve done it hundreds of times. A grid of blurry photos appears on your screen: “Select all images with traffic lights.” You squint, click a few tiles, wonder whether that sliver of pole in the corner counts, fail, try again. Eventually, you’re allowed in. This ritual, the CAPTCHA, has been the internet’s bouncer for over…
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What if your AI could actually read a table?
Most AI tools handle text well. But ask them about a table in a research paper, and they quietly fall apart. Tablemind was built to fix that. There’s a technique called Retrieval-Augmented Generation (RAG) that’s become a popular way to let AI answer questions about documents. The idea is simple: rather than memorising an entire library of…
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Going Inference-Token Free: Local Models for Enterprise Knowledge Work
We’re building a knowledge chatbot that reads from SharePoint and uploaded files, and even in its early stages, an uncomfortable question is starting to take shape: are premium cloud models overkill for most enterprise work?” Two kinds of AI workload Most organizations have a split. On one side, genuinely hard problems: deep research, complex analysis,…