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Scrabble tile values vs. actual letter frequency across 172,835 words

https://lkforge.com/blog/enable-lexicon-study/
2•lucianBKR•1h ago

Comments

Someone•31m ago
> A tile value is supposed to track rarity — the rarer the letter, the more it should cost

That’s up for debate. I would think it’s ‘fairer’ to have them track the ease at which they can get placed, and that letters occurring frequently in short words are easier to place than ones that do not.

As an extreme example, if you add a million 15-letter words starting with “QX” to the dictionary, Q and X get bottom scores in the rarity department, but do not become much easier to place.

As a realistic example, consider B. Google tells me BA, BE, BI, BO and BY are valid scrabble words. That makes B fairly easy to place.

It would be even ‘fairer’ to pick values that mean every Scrabble board has an equal chance of winning a Scrabble game, but that is as good as impossible to judge, even nowadays. Yes, you could let a computer play itself for zillions of games, but the optimal strategy will depend on the tile values, so you’d have to train it for every set of values you evaluate.

(I put ‘fairer’ in quotes because, in the end, the game can be whatever its designers see fit without being unfair. Some settings would not feel fun to play for most humans, say one where the sole Q in the game scores a million points, but even that wouldn’t be unfair to the players)

Quil – a reboot-proof terminal multiplexer that resumes AI sessions

https://github.com/artyomsv/quil
1•artyomsv•2m ago•0 comments

The math of traffic jams and how to avoid them

https://theconversation.com/dont-change-lanes-the-maths-of-holiday-traffic-jams-287389
1•beardyw•2m ago•0 comments

Jensen Huang's $75M gift to Vanderbilt argues art decides what technology is for

https://fortune.com/2026/07/23/why-did-jensen-huang-donate-75-million-to-art-school-vanderbilt-un...
1•theanonymousone•4m ago•0 comments

Why Would Meta Download So Much Porn?

https://www.theatlantic.com/technology/2026/07/meta-strike-3-porn-lawsuit/688023/
1•hebelehubele•5m ago•1 comments

A New Approach to Nuclear Warhead Verification Using a Zero-Knowledge Protocol(2012) [pdf]

https://www.boazbarak.org/Papers/nuclear-zk.pdf
1•nill0•5m ago•0 comments

Why My Open-Source Project Hasn't Done Better

1•yohji1984•6m ago•0 comments

CP/M-68K and Motorola 68000 Emulator

https://kobolt.github.io/article-264.html
1•AlexeyBrin•7m ago•0 comments

Type checker may be wrong – Lean and the Curry-Howard correspondence

https://max-amb.github.io/blog/your_type_checker_may_be_wrong/
1•max-amb•8m ago•0 comments

Show HN: Cygnus – A fast, lightweight self-hostable serverless runtime and PaaS

https://cygnus.run
1•ccheshirecat•9m ago•0 comments

Personal context data isn't a moat, tacit knowledge is

https://cse.ac/en/jun/hobby-capital/
1•hyeongjun•10m ago•0 comments

Show HN: I made an algorithmic arena game with physics in 3D

https://algohol.net/
1•Vibr•11m ago•0 comments

Git rebase -I is not that scary

https://cachebag.sh/journal/interactive-rebasing/
1•birdculture•12m ago•0 comments

An industrial designer's take on a portfolio tracker

https://stockfly.app
1•khorsus•13m ago•1 comments

Trajectory: A Standard Format for Agent Experience Data

https://www.letta.com/blog/trajectory/
1•wertyk•16m ago•0 comments

Systems and Delays

https://martin.janiczek.cz/2026/07/24/systems-and-delays.html
1•haeseong•16m ago•0 comments

Show HN: Tawrida – Global Trade Export Documents Generator Tool

https://tawrida.xyz/tools
2•Mohamed_zakarya•17m ago•0 comments

What if the RAM/GPU shortage is deliberate?

https://xn--vk5b17r.online/posts/ram-gpu-consp/
1•theoneone•18m ago•1 comments

Copyfarleft

https://wiki.p2pfoundation.net/Copyfarleft
1•Tepix•19m ago•0 comments

Trump announces 2028 presidential bid

https://www.smh.com.au/world/trump-announces-2028-presidential-bid-20260725-p60iho.html
1•wahnfrieden•22m ago•1 comments

Scientist with 1k Patents Fueling a Drug Powerhouse

https://www.wsj.com/health/pharma/regeneron-george-yancopoulos-drug-discovery-17fea3fa
2•bookofjoe•25m ago•1 comments

FrontAlign – A CSS Framework with Semantic Utilities and Vanilla JavaScript

https://frontalign.dev
2•eyruz•33m ago•1 comments

You never have to do work again

https://hiotto.vercel.app/
2•anqer•35m ago•2 comments

How we pushed CDC into Postgres, and turned replication into clockwork

https://www.snowflake.com/en/blog/engineering/postgres-to-snowflake-replication-mirroring/
2•plaur782•41m ago•0 comments

The University After AI

https://www.chronicle.com/article/the-university-after-ai
3•Michelangelo11•42m ago•0 comments

Things I wish Datomic had: Map values

https://blog.danieljanus.pl/datomic-map-values/
2•nathell•45m ago•0 comments

Saga: Source Attribution of Generative AI Videos (identifies the model used)

https://arxiv.org/abs/2511.12834
2•giuliomagnifico•48m ago•0 comments

What's horned, fluffy, and ethically dubious? Yak clones

https://www.cnn.com/2026/07/25/china/tibet-yak-clones-conservation-intl-hnk-dst
3•breve•51m ago•0 comments

The Rise of Anti-Flock Influencers Who Make Things Up for Clout

https://www.404media.co/the-rise-of-anti-flock-influencers-who-make-things-up-for-clout/
3•Cider9986•53m ago•1 comments

Epistemic Engine – verify AI-generated code and forecast what will break

https://github.com/aswinsasi/epistemic_engine
4•aswinsasi123•53m ago•0 comments

cpp-tui – A lightweight, single-header C++ TUI (Text User Interface) library

https://github.com/jonoton/cpp-tui
3•gjvc•54m ago•0 comments