Tag

AI

Machine learning applied to documents — summarisation, translation, extraction, classification, and chat-with-your-PDF systems. What works reliably, what does not, and what you should not feed a model in the first place.

16 posts

The AI Act Transparency Rules Are Live and Documents Are In Scope

The EU AI Act's transparency obligations started applying on 2 August 2026, six days after a separate regulation quietly moved the deadline for high-risk AI…

AIAI

Aug 5, 2026·5 min read

Handwriting Recognition in Documents

Handwriting recognition is the problem OCR spent thirty years being bad at and has, in the last few years, become genuinely usable at. Not solved — a doctor's…

AIOCRAI

Aug 4, 2026·7 min read

Dropbox Points Its AI Search at Everyone Else's Cloud Storage

Dropbox's product updates for July 2026 make Dash, its AI search layer, available to teams of any size with no sales call, no IT setup and no Dropbox plan…

IntegrationsAIIntegration

Aug 3, 2026·5 min read

Risks of Using AI on Confidential PDFs

AI tools for PDFs, summarization, Q&A, translation, extraction, are increasingly useful. They are also increasingly tempting to point at sensitive documents…

AIAI

May 2, 2026·8 min read

AI OCR vs Traditional OCR: What Changed and Why It Matters

Optical Character Recognition has been around for decades. Traditional OCR uses pattern recognition and statistical models to convert images of text into…

AIOCRAI

May 1, 2026·7 min read

Chatting With PDFs: How Document Q&A Actually Works

"Chat with your PDF", upload a document, ask questions, get answers, has become one of the most common AI-powered workflows. Tools that do this well make long…

AIAI

Apr 30, 2026·7 min read

AI Data Extraction from PDFs: From Invoices to Lab Reports

Extracting structured data from PDFs has long been the messy middle step of countless business workflows. Invoices, receipts, applications, lab reports…

AIExtractionAI

Apr 29, 2026·7 min read

AI PDF Translation Explained

Translating a PDF used to mean either professional human translators (slow and expensive) or stock machine translation (fast but rough). AI translation in 2026…

AITranslationAI

Apr 28, 2026·8 min read

AI PDF Summarization Explained

AI summarization turns long PDFs into useful short summaries in seconds. What used to require an associate to read 100 pages and write an executive summary can…

AISummarizationAI

Apr 27, 2026·8 min read

Prompt Engineering for PDF Tasks

Getting good results from an AI on PDF content is half about which model you use, half about how you ask. The default "summarize this" prompt produces…

AIAI

Apr 10, 2026·8 min read

Multimodal LLMs and PDF Documents

The shift from text-only LLMs to multimodal models (text plus vision) has reshaped what AI can do with PDFs. A 2023 LLM had to depend on text extraction; if…

AIAIInternals

Apr 9, 2026·8 min read

Using AI to Redact PDFs Safely

AI can speed up PDF redaction dramatically, finding every SSN, credit card, email address, and personal name in a stack of documents in seconds. It can also…

AIRedactionAI

Apr 8, 2026·8 min read

Extracting Tables From PDFs With AI

Tables are the single most painful structure in PDF extraction. To a human eye they are obvious: rows, columns, headers, totals. To a parser they are a loose…

AIExtractionAI

Apr 4, 2026·8 min read

Classifying PDFs at Scale With Machine Learning

Organizations that handle thousands of PDFs a day have a routine problem: incoming documents arrive without labels. Is this a contract or an invoice? A resume…

AIAI

Apr 3, 2026·7 min read

How to Chat With an Entire PDF Library

Chatting with a single PDF is a 2023-era trick. In 2026, the more useful pattern is chatting with an entire library of PDFs at once: thousands of contracts…

AIAI

Apr 2, 2026·7 min read

Building a RAG System With PDF Knowledge Bases

Retrieval-augmented generation (RAG) is the dominant pattern for getting an LLM to answer questions over your own documents. PDFs are the most common source…

AIAIInternals

Apr 1, 2026·8 min read