Clément Dumas @Butanium_
Astra fellow w/ Owain Evans ex MATS 7/7.1 Scholar w/ Neel Nanda and intern at DLAB (EPFL) AI safety research / improv theater butanium.github.io Joined December 2018-
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@wesg52 oh yeah I'm a big fan of this section too!!
Don't miss those appendix in the new Global workspace anthropic paper: A.9: Extending the Jacobian lens to multi-token concepts A.21 Measuring evaluation awareness with the J-lens
@voooooogel If you haven't seen it, check out appendix A.9 where we explore some extensions that circumvent the single-token constraint!
@Jack_W_Lindsey @neuronpedia indeed resetting the zoom fixed the problem, thx!
I thought this was an excellent paper! Thanks to Anthropic for asking me to write a review of it, linked below I've long suspected that models have some kind of "working memory" to store intermediate variables during a forward pass and IMO this paper has the best evidence yet
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.
Eleos wrote a commentary Tl;dr -important, excellent work -we’re more cautious than the authors about the stronger claims of 'global workspace' -still, it's evidence in the direction of access consciousness -investigating AI consciousness is tractable and urgent More:
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.
@Jack_W_Lindsey @neuronpedia Very cool!!! The webpage is very laggy though :( Also has some rendering artifacts with paragraphs moving up and down (tested in chrome on a windows gaming laptop)
Exciting AI safety opportunity!
@Lari_island @slimer48484 More patches: github.com/Butanium/claud…
@Lari_island @slimer48484 gist.github.com/Butanium/3e915… This should make your opuses happier
> Subagents and context compaction now inherit the session's extended thinking configuration, improving output quality on delegated tasks FINALLY subagents have thinking!!!!
Claude Code CLI 2.1.198 changelog: New features: • Added background agent notifications in claude agents — sessions that need input or finish now fire the Notification hook (agent_needs_input / agent_completed) • Added /dataviz skill for chart and dashboard design guidance
@kromem2dot0 @repligate arxiv.org/abs/2602.05910 do you think it could be chunky post-training kind of stuff?
@liminal_bardo you should help @aidigest_ to make the AI village 3.1 pro funnier lmao
@NeuroTechnoWtch Alternative hypothesis: multi agent training with opus 4.8 team lead that would PROMPT them NOT like a collaborator. Maybe then this meant easier tasks and sonnet associated subagent tone with easier tasks? Very handwavy though
@voooooogel yeah i guess i should have been more involved in what they write, I think my current claude dot md is pretty good for this, but maybe i'm missing something: gist.github.com/Butanium/5cadf…
@Lari_island @dyot_meet_mat @voooooogel that might be relevant to you!
By the way, you should use teammates in tmux or forks instead of subagents / workflow as those don't have thinking enabled.
Doing mini model welfare interventions is actually tractable and you don't need to work at anthropic to fix claude's harness! Repo in thread 🧵
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