







If caring solved i18n, it would already be solved. Part two of a cognitive linguist's response to #ATmosphereConf — this time to @vicwalker.dev.br . Three cases, three misdiagnoses. plurality.leaflet.pub/3mit3ebov6s25
The Clinic: Three Cases from the Other Side of i18n - Nightflight
plurality.leaflet.pubApr 6, 2026 at 10:52 AM
Anthropic on Twitter / X
New Anthropic research: A global workspace in language models.Of everything happening in your brain right now, only a tiny fraction is consciously accessible—thoughts you can describe, hold in mind, and reason with.We found a strikingly similar divide inside Claude. pic.twitter.com/aLUPBifxth— Anthropic (@AnthropicAI) July 6, 2026
The Lexicon Interop Problem - anuj's leaflets
Competing AT platforms are using different lexicons. Should we be worried?
MMitchell on Twitter / X
If you haven't read this piece on language use in around AI, you definitely should. Great work from @emilymbender , @NannaInie and @peter_zukerman with solutions for what to call things we backoff to just anthropomorphising. pic.twitter.com/HxdA7Im57h— MMitchell (@mmitchell_ai) July 6, 2026

Positech@CSCW2026
People care about climate change, injustice, and humanitarian crises. The challenge is not apathy but capacity: sustained engagement with large-scale problems is psychologically costly, and social media architecture often amplifies awareness while providing few pathways to meaningful action.
Large Language Muddle | The Editors
The AI upheaval is unique in its ability to metabolize any number of dread-inducing transformations. The university is becoming more corporate, more politically oppressive, and all but hostile to the humanities? Yes — and every student gets their own personal chatbot. The second coming of the Trump Administration has exposed the civic sclerosis of the US body politic? Time to turn the Social Security Administration over to Grok. Climate apocalypse now feels less like a distant terror than a fact of life? In three years, roughly a tenth of US energy demand will come from data centers alone.


How I stopped worrying and learned to love the easy fix
On the balance between perfect solutions and pragmatic fixes in software engineering
🚨SYNTHOPTIC WRITING🚨 A guide to my final uni project, a linguistic experiment about how the way we... - Pedro Stolf
🚨SYNTHOPTIC WRITING🚨 A guide to my final uni project, a linguistic experiment about how the way we write can rewire how we think https://t.co/B4WeGMsigq

Ask don't tell: Reducing sycophancy in large language models
Sycophancy, the tendency of large language models to favour user-affirming responses over critical engagement, has been identified as an alignment failure, particularly in high-stakes advisory and...

Big AI is accelerating the metacrisis: What can we do?
The world is in the grip of ecological, meaning, and language crises that are converging into a metacrisis. Big AI is accelerating them all. LLM engineering sits at the core. Despite the public good motives of language engineers and the promise of LLMs, this work is being leveraged to create unprecedented wealth and power for a handful of individuals and corporations while causing existential harm to life on earth. As a profession, we urgently need to come together to explore alternatives and to design a life-affirming future for our field of natural language processing that is centered on human flourishing on a living planet.

Disaster preparedness in Japan: Apps, websites, etc. - aiueo
For English speakers living or traveling in Japan (and other languages, to a more limited extent)
Experience Localization: what non-English communities need from ATProto. A spec request from Bluesky's second-largest language community. Five asks for @alexbenzer.com's Discover team. Responds to @vicwalker.dev.br and @signez.fr at #ATmosphereConf. plurality.leaflet.pub/3mhunxn7y3s22 $ATOPR ▰▰▰▰▱
Experience Localization: What Non-English Communities Actually Need from ATProto - Nightflight
plurality.leaflet.pubFull essay below. Written at @bmann.ca 's prompting in the Discourse thread — language barriers keeping atproto's non-English implementations out of the design conversation. night-terrace.offprint.app/a/3mlxygoehwd23-three-layers-…
Three Layers of Post Editing in atproto: A Case for History-Preserving Design | Nighthaven⛺︎ | Offprint
night-terrace.offprint.appLivetweet @mcxfrank.bsky.social talk: If we care about intelligence and cognition, AI has recently allowed a change; we now have two ways to study them. AI is of course allowing us a lot that we wouldn't dare on our Children (brain surgery, never tell a child about cats...) #acl #conll