Foundation Models
AssessTechniques
Large pretrained models used to understand and extract information from multimodal content.
Why it's here
Placed in Assess: 2 article(s) of evidence from 1 source(s), led by product launches, with 1 in the last 30 days. Confidence 32%.
Evidence (2)
- 7The New Stack·7/13/2026framework_updateNadella warns enterprise AI costs include leaked proprietary knowledge
Microsoft CEO Satya Nadella argued that enterprise AI creates a “reverse information paradox,” where buyers must reveal proprietary processes and institutional knowledge to get the best results from models. He said the accumulated interaction data, or “exhaust,” can become a valuable internal corpus, while also noting the tension between data access and security in products like Microsoft Copilot.
- 6The New Stack·6/25/2026product_launchAmazon Bedrock Data Automation targets unstructured data extraction
The article explains how template-based document extraction is becoming unreliable as businesses increasingly work with PDFs, images, audio, and video. It introduces Amazon Bedrock Data Automation, a managed AWS service that uses foundation models to automate extraction, classification, and transformation with standard outputs and custom blueprints.