Lexical Compendium

Wait... what is this? Sometimes I come across a word, phrase, idiom, quote, reference, bit of slang, person of interest, etc that either I don't know or I find amusing, interesting, etc. This is a collection of those items so that I can refer back to them in emails, texts, etc.

Recent Entries:

Tag Cloud

vocabulary slang quote politics eponymous ai science television space music word jargon movie idiom history computer-science covid thagomizer civil war shiva toffee bezos computer_science grammar earth krishna software latin movies lindy economy bees leahy ants aussie lincoln writing neologism disinformation pie chickpeas abrogate spanish pulses paradox aphorism entertainment desert religion podcast food stegosaurus astronaut engineering book foreign language aws vision israel-hamas war lindy effect clock social_insect government language virus war international time Don Quixote story screamo ottoman foreign metaphor grumbletonian games lindy's law banana plot amazon ice succession law apollo sockdologizing trading_places quotes acronym expression paleontology engine clerks spoonerism legal poem british op-ed far side public_health carl_sagan geography hindu dinosaur creole

Stockdale Paradox

The Stockdale Paradox is a concept named after Admiral James Stockdale, who survived as a prisoner of war in Vietnam for over seven years. The paradox describes a mindset that balances unwavering faith in a positive outcome with the discipline to confront brutal realities. Stockdale observed that prisoners who relied solely on optimism -- expecting to be freed by Thanksgiving, then New Years, then ... -- often succumbed to despair when their expectations weren’t met. In contrast, those who survived, like himself, maintained hope while also acknowledging and adapting to the harshness of their circumstances.

I'm not sure that I would have read it otherwise, but I worked a company were we were all gifted the book Good to Great by Jim Collins. This is where I first came across the Stockdale Paradox.

I came across it again recently while listening to The Interview (a New York Times podcast) interview of Ed Yong. Ed brought up the Stockdale Paradox as a means for coping with the state of the world right now.


(link to this entry)

References:

Tags: eponymous, paradox

Date Added: 23 Feb 2025

Jevons Paradox

Jevons Paradox is the economic principle stating that as technological improvements increase the efficiency of resource use, overall consumption of that resource may increase rather than decrease.

Originally observed by 19th-century economist William Stanley Jevons in relation to coal consumption during the Industrial Revolution, the paradox highlights how greater efficiency lowers costs, which can drive higher demand.

Jevons Paradox was in the news a lot early in 2025 after the unveiling of AI models developed by a Chinese start-up called DeepSeek. In a report titled "DeepSeek-V3 Technical Report" published in December, DeepSeek showed that they were able to create this AI model much more efficiently (and cheaper) than their counterparts (i.e. OpenAI's ChatGPT, Meta's Llama, etc).

AI research benefits from more efficient neural networks, yet Jevons Paradox suggests that these efficiency gains will lead to even greater overall computational demand, as more complex models are developed and deployed at scale.

While all of this was in the news, Microsoft's Satya Nadella posted on X: Jevons paradox strikes again! As AI gets more efficient and accessible, we will see its use skyrocket, turning it into a commodity we just can't get enough of.


(link to this entry)

References:

Tags: ai, eponymous

Date Added: 12 Feb 2025