Trump's "Big Beautiful Bill" likely created with AI - what does this imply?

Emdashes per legislative page in this bill are 30% more than a bill of a similar size sent to Congress before AI use

Jul 1 • 

Jonathan Bennion

June 2025

Apple's Illusion of Thinking Paper & Concept of AI Tool Half-Life

No matter how an "AI agent" is defined (and improved upon), the paper argues that complex reasoning will "collapse" - more research suggests AI tool…

Jun 30 • 

Jonathan Bennion

1

January 2025

Querying pypi to fact-check AI hype

Pypi downloads allow us to see who is publicly lying; AI hype is over.

Jan 13 • 

Jonathan Bennion

September 2024

Confounds and Complex Bias Interplay from Human Bias Mitigation in Language Model Datasets Used for Finetuning LLMs

A 2023 dataset that balanced occupational bias distribution in one dataset may have decreased racial bias (unintentionally), but increased gender and…

Sep 30, 2024 • 

Jonathan Bennion

Zapier's Deviation from AI Tool Adoption Trends in AI Hype Cycle and Potential Comeback

Diverging trends suggest automation tools faced challenges during AI hype cycle - will trend reverse as hype subsides?

Sep 4, 2024 • 

Jonathan Bennion

August 2024

How AI Was (Briefly) Hijacked by Hype - Why We Can't Have Good Things

Hypothesis on how an intelligent new technology was overtaken by hype from covid-era business school graduates, uneducated marketers, and influencers…

Aug 28, 2024 • 

Jonathan Bennion

2

Chicken or Egg: Relationship between LinkedIn posts by HuggingFace employees and Nvidia Stock Price

Oddly correlated - are they symbiotic?

Aug 26, 2024 • 

Jonathan Bennion

4

Querying AI and Cloud Trends: Azure and OpenAI Dominate but Growth Slows, Amazon May Have Peaked

Cutting through the AI hype to query actual developer usage (with presumptions), for prioritization of safety tools and guidance for partnerships.

Aug 22, 2024 • 

Jonathan Bennion

GraphRAG Analysis, Part 2: Graph Creation and Retrieval vs Vector Database Retrieval

Since Microsoft's GraphRAG paper showed only vaguely defined lift, I found GraphRAG increased faithfulness but not other RAGAS metrics - the ROI of…

Aug 20, 2024 • 

Jonathan Bennion

3

July 2024

Preventing Prompt Injection: A Case Study with Priceline's AI Tool Penny

Strategies to Mitigate Persistent Prompt Injection Threats in AI Systems

Jul 11, 2024 • 

Jonathan Bennion

GraphRAG Analysis, Part 1: How Indexing Elevates Vector Database Performance in RAG When Using Neo4j

A deep dive on Microsoft's GraphRAG paper found questionable metrics with vaguely defined lift, so I analyzed knowledge graphs in RAG overall using…

Jul 9, 2024 • 

Jonathan Bennion

17

8

May 2024

Langchain’s built-in eval metrics for AI output: how are they different?

Mostly creating my own custom metrics, but have come across these built-in metrics for AI tools in LangChain repeatedly and ran a quick analysis.

May 22, 2024 • 

Jonathan Bennion

1