This week we feature articles from Dhanshree Shripad Shenwai, and Stephanie Shen.
Additional reading comes from Kyle Wiggers, Caleb Sponheim, Ben Waber & Nathanael J. Fast, and Raphaël Millière & Cameron Buckner.
News comes from Typeface, OpenAI, Argo Translation, and Digimarc.
All previous issues are available at https://gilbane.com/gilbane-advisor-index
Opinion / Analysis
A comprehensive study of knowledge editing for large language models
We’re still learning how knowledge graphs and large language models might be combined to reap the benefits of their individual capabilities. Knowledge graph embeddings in LLMs are one approach, but are typically not easily modified (as they are on their own) without re-training. Dhanshree Shripad Shenwai summarizes an interesting new paper on knowledge editing activity in general, and specifically on a new approach to knowledge editing in language models that doesn’t require re-training. (3 min)
Summary: https://www.marktechpost.com/2024/01/06/this-ai-paper-presents-a-comprehensive-study-of-knowledge-editing-for-large-language-models/
Paper: https://arxiv.org/abs/2401.01286
Bayesian Inference: A unified framework for perception, reasoning, and decision-making
Stephanie Shen provides an accessible and useful description of what Bayes’ Theorem is and how it works in English (minus the math), and explains why its applicability is much broader than appreciated. A good refresher for those of us not steeped in it, and a good intro for decision-makers. (14 min)
More Reading
- OpenAI launches a store for custom AI-powered chatbots via TechCrunch
- Sycophancy in Generative-AI Chatbots, via Nielsen Norman Group
- Skeptics… Is GenAI’s impact on productivity overblown?via HBR
- Excellent… A philosophical introduction to language models – Part I: Continuity with classic debates via arXiv
Content technology news
Typeface announces integration within Microsoft Dynamics 365
Dynamics 365 Customer Insights customers get access to Typeface’s brand and audience-personalized AI seamlessly within their environments.
https://www.typeface.ai/blog/typeface-announces-integration-within-microsoft-dynamics-365-customer-insights-to-help-redefine-marketer-experiences
OpenAI introduces ChatGPT Team
OpenAI introduces ChatGPT Team — ChatGPT Team offers access to GPT-4 and DALL·E 3, tools like Advanced Data Analysis, a dedicated collaborative workspace, and admin tools.
https://openai.com/blog/introducing-chatgpt-team
Argo Translation launches CMSConnect
Support for multiple CMS, PIM, DAM, and CRM platforms expands their ability to help businesses make content available in numerous languages.
https://www.argotrans.com/argo-translation-launches-cmsconnect
Digimarc offers free digital watermark embedding and detection tools to device and chip manufacturers and content creation platforms
The Secure, Automated, Fair, and Efficient (SAFE) digital watermark tools are designed to protect digital content owners and consumers.
https://www.digimarc.com/press-releases/2024/01/04/digimarc-offers-free-digital-watermark-embedding-and-detection-tools
The Gilbane Advisor is authored by Frank Gilbane and is ad-free, cost-free, and curated for content, computing, web, data, and digital experience technology and information professionals. We publish recommended articles and content technology news weekly. We do not sell or share personal data.
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