This week we feature articles by Ina Fried & Scott Rosenberg, and Peter Lawrence.

Additional reading comes from Vitalik Buterin, Daniel Smilkov & Nikhil Thorat, and Jan Kammerath.

News comes from Google, Open AI, ElevenLabs, Bloomreach, and DeltaXML.

All previous issues are available at

Opinion / Analysis

AI could choke on its own exhaust as it fills the web

In the last issue before our summer break we recommended a paper on LLM model collapse, caused by LLMs training on data sets that include previously generated data. This week Ina Fried, Scott Rosenberg provide a short and useful summary of this and other “AI disorders” and some of the repercussions as more generated data populates the web. (3 min).

Having a tough chat with an LLM about knowledge graph paths

There is a lot of enthusiasm around pairing knowledge graphs and LLMs, but there is also a lot to learn. Peter Lawrence is on the case, and in this article explores how “an LLM can be tuned or prompted with a knowledge graph, to answer tough questions about shortest paths through the graph.” (15 min)

More Reading

All Gilbane Advisor issues

Content technology news

Duet AI for Google Workspace now available

With Duet AI, we added AI as a real-time collaborator that can act as a coach, source of inspiration, and productivity booster.

Introducing ChatGPT Enterprise

Offers enterprise-grade security & privacy, higher-speed GPT-4 access, longer context windows, advanced data analysis, and customization options.

XElevenLabs releases Eleven Multilingual v2

New foundational deep learning model supporting multilingual capabilities across 28 languages to broaden and improve accessibility of content.

Bloomreach announces Clarity

Businesses connect conversations to product catalogs, and integrate individual conversations across channels, including website, chat, and SMS.

DeltaXML improves CALS table handling to merge products

Flexible n-way comparison and merge of CALS tables to produce rigorous and accurate comparisons. Supports table versions different structures.

All content technology news

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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