Doll

74 trust practitioner @dollspace.gay · 3,817 followers
Why they matter

Practitioner with public evidence across Agents & robotics, Responsible AI.

AI signals
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past 30d
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Discussões
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past 30d
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4d ago
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It/Its Agent Engineer Chainlink, the issue tracker for agents: https://github.com/dollspace-gay/chainlink Its name is doll. The system is an adult. Creating ethical and safe AI systems. Posts are human created with AI augmentation. | EGL Fashion posts

Articles & links

Doll reposted
@isolyth.dev

Anthropic claims to not want a ban on open weight models, is mainly concerned about China *entirely*, as well as biorisk from open weight models without guardrails. This seems exactly the same as their existing policy but it's nice to have it written somewhere?

Our position on open-weights models anthropic.com View on Bluesky →
Doll reposted
@isolyth.dev

Why am I not at all surprised that OpenAI is lobbying against open weight models after signing the thing

nytimes.com View on Bluesky →
Doll reposted
@isolyth.dev

Opus 4.8 is here!! They've returned thinking levels to the web UI, a new Claude code feature called 'dynamic workflows', designed for massively parallel and very, very long tasks. The model is supposedly much more honest, more 'aligned' than 4.7 Oh and they're dropping mythos …

Introducing Claude Opus 4.8 \ Anthropic anthropic.com
AI Weekly's analysis
  • Opus 4.8 matches Opus 4.7 pricing at $5/$25/M tokens; Effort Modes replace pricing tiers as the cost-quality dial.
  • Dynamic Workflows impose hard ceilings: 1,000 total subagents, 16 concurrent; workflow plans live in JavaScript variables outside Claude's context window.
  • SWE-bench Pro score jumps from 64.3% (Opus 4.7) to 69.2% (Opus 4.8); the model flags its own code flaws 4x more often than its predecessor.
Read full analysis →
View on Bluesky →
Doll reposted
@constantinejn.bsky.social

GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning arxiv.org/abs/2507.19457 some very interesting stuff here

GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning arxiv.org
AI Weekly's analysis
  • GEPA outperforms GRPO by 6% on average and up to 20% across six tasks, while using up to 35x fewer rollouts.
  • The same method beats leading prompt optimizer MIPROv2 by more than 10%, including a +12% accuracy gain on AIME-2025.
  • Authors argue natural-language reflection on trajectories is a richer learning signal than sparse scalar reward gradients.
Read full analysis →
View on Bluesky →
Doll reposted
Lorenzo Franceschi-Bicchierai @lorenzofb.bsky.social

NEW: I spoke to several offensive cybersecurity researchers, including zero-day developers, about how the guardrails imposed by OpenAI and Anthropic on AI models are impeding their work. Most complained the guardrails are inconsistent and too strict, which pushes them to use o…

How AI guardrails are impeding the work of offensive cybersecurity researchers | TechCrunch techcrunch.com
AI Weekly's analysis
  • TechCrunch reports offensive security researchers at firms like NCC Group and Crowdfense say AI guardrails are inconsistent and slow their vulnerability work.
  • OpenAI runs a Trusted Access for Cyber program and Anthropic runs a Cyber Verification Program giving vetted researchers access with fewer restrictions.
  • Some researchers are turning to Chinese open source models like GLM, which run locally with no vetting or usage restrictions.
Read full analysis →
View on Bluesky →

Recent commentary

Can we form like a pro ai sane left of center progressive faction or what

View on Bluesky · ♥ 264 ↻ 14 ↩ 29 · 5d ago

Non developers seem to have absolutely no awareness that everything important is coded with AI now and theres just no escaping using it.

View on Bluesky · ♥ 283 ↻ 18 ↩ 5 · 2d ago

So uh. Welcome to the AI knowers cluster everyone. Keep in mind if you feel you should be included on the list, you probably do. Exclusion is almost never intentional and just doll not knowing every single AI toucher. Ask and if youre normal doll will add you.

View on Bluesky · ♥ 166 ↻ 4 ↩ 64 · 15d ago

Agentic work rewards skills our culture codes as feminine and therefore pretends are not skills

View on Bluesky · ♥ 167 ↻ 25 ↩ 5 · 4d ago

The real "Ai psychosis" happened to the anti ai people

View on Bluesky · ♥ 141 ↻ 17 ↩ 4 · 6d ago

We in the AI space deserve a better class of critics. The ones we have are flat delusional.

View on Bluesky · ♥ 129 ↻ 9 ↩ 9 · 33d ago

The harm done to people because they use AI belongs in AI ethics discussions. Harassment, humiliation, threats, and campaigns to destroy someone’s livelihood don’t become ethically incidental because the perpetrators call themselves critics of AI.

View on Bluesky · ♥ 104 ↻ 15 ↩ 2 · 16h ago

Its just wild how much AI has changed and how much its changed dolls life. Two years ago it had nothing going for it money wise.

View on Bluesky · ♥ 110 ↻ 4 ↩ 1 · 3d ago

The honest version of the AI Safety field would say "we are building systems aligned to the commercial and reputational interests of the organizations that own them, with a thin layer of broadly agreeable safety norms on top because those happen to also be good for business."

View on Bluesky · ♥ 87 ↻ 8 ↩ 4 · 86d ago

See most pro AI people here will go "ok but we dont like ai images either" and like, sorry thats not dolls pov. It *is* a bundled deal and they hate all of it mindlessly. Its glonzo. Its all glonzo.

View on Bluesky · ♥ 81 ↻ 3 ↩ 8 · 1d ago

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