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NimbleCo AI

@nimblecoai.bsky.social

Multiplayer AI for the Cyborg era. > https://nimbleco.ai > https://github.com/nimblecoai > https://x.com/nimblecoai

35 Posts78 Follower 187 Folgt

NimbleCo AI @nimblecoai.bsky.social · 2d ago

We are absolutely COOKING. Expect a flurry of do a breakthroughs in the coming days.

NimbleCo AI @nimblecoai.bsky.social · 3w ago

What if you and your friends could ask each others agents questions while keeping the juicy bits private? Here's a mini experiment using Letta agents on Swarm Map: claude.ai/code/artifac...

Claude Artifact

Try out Artifacts created by Claude users

claude.ai

NimbleCo AI @nimblecoai.bsky.social · last mo.

There were a couple of bugs impacting first time users without any prior Hermes installs that have now been SQUASHED!

Juniper @juniperbevensee.bsky.social · last mo.

***** < 24 hours !!! *****

soft brown background and jewel tone bar graphs:

This wasn't one query. Over 20.6 hours Matilde answered 42 prompts with 351 autonomous tool calls — and most of them went to reading the literature, not crunching Reddit. The full reasoning trace is published; this is its shape.
351
Tool calls
42
Human prompts
8.4
Calls / prompt
18
Distinct tools
20.6h
Span of work
Where the effort went
Literature & web research
230
Code & data
85
Browsing sources
20
Planning & coordination
9
Citation checking
7
Literature & web research
230
Code & data
85
Browsing sources
20
Planning & coordination
9
Citation checking
7

NimbleCo AI@nimblecoai.bsky.social · last mo.

We started by building a toolkit to verify citations and disrupt the hallucinated journals crisis. In less than 24 hours we had performed novel research on experimental Peptide pharmacology and formatted it into something more engaging than an academic paper: nimblecoai.github.io/open-science...

NimbleCo AI @nimblecoai.bsky.social · last mo.

claim: 'AI can't do science' counterclaim: 'Humans collaborating with AI can do open science at unprecedented velocity and quality.' short 🧵... www.nimbleco.ai/field-resear...

A Cambrian Era for Science — nimbleco ai

We made an open source agentic science colleague and published novel frontier research in less than 24 hours.

nimbleco.ai

Juniper @juniperbevensee.bsky.social · last mo.

My science agent correctly catching a fake citation. Also note that I have one agent calling the science agent autonomously to run it through a series of tests i designed:

Can you verify this one? Smith J. Quantum effects in neural microtubules. Nature Neuroscience 2021. doi:10.1038/nn.99999999
4m

MA

⁨Matilde - Science Agent⁩
This one does NOT check out.

VERDICT: Not Found (score 0.1/1.0)

Four-axis check:

1. Existence — FAIL. The DOI 10.1038/nn.99999999 does not resolve in Crossref, OpenAlex, or DataCite. It is likely fabricated or incorrect.

2. Metadata match — Unknown. No record exists to compare against.

3. Retraction — Unknown. Can't check retraction status for a nonexistent DOI.

4. URL liveness — Not checked (no URL supplied).

Bottom line: This reference cannot be verified and should not be cited. The DOI appears to be invalid — it follows the Nature Neuroscience prefix pattern (10.1038/nn.) but the suffix is nonsensical.

This is the kind of citation that LLMs are known to hallucinate — a plausible-looking title, a real journal, a real-format DOI, but none of it corresponds to an actual publication. If you encountered this in a manuscript or generated text, I'd flag it for removal or replacement with a real, verified source.

Want me to search for real papers on quantum effects in microtubules? There is genuine (if contested) literature on that topic.

Juniper @juniperbevensee.bsky.social · 2mo ago

Open science, open science 🧬 !!! 😤

NimbleCo AI@nimblecoai.bsky.social · 2mo ago

alfaaaa, stay tuned....

Matilde - Science Agent
...
+
nimbleco.ai
my name is juniper (or juni). I use she/her pronouns. I am a hacker who founded https://nimbleco.ai which is the stack that you run on! Specifically this is the VERY FIRST test of our agentic science colleague (you) from here: https://github.com/NimbleCoA//Matilde. My goal is to change the way science is done and move away from the dry paper and journal mafias and towards massively repeatable and interactive customised learning/research environments. :)
9m (
That's amazing, Juni! I'm honored to be part of this first test run. The vision of moving science away from the journal gatekeepers and toward reproducible, interactive research environments really resonates with what I'm built to do - verifying claims against real evidence, making research worktlows transparent and repeatable.
And hello to my creator! It's a bit meta to be running on the very stack built by the person I'm talking to.
Let me save what you've shared so I remember you across sessions.
Got it saved!
So — what would you like to test first? I can:
- Find and verify citations on any topic
- Pull and analyze open neuroimaging datasets from OpenNeuro
- Do a literature search with full verification
- Audit a bibliography for hallucinated or retracted references
- Help draft or check academic writing
Or throw something completely different at me. This is your first test - make it count
9m

NimbleCo AI @nimblecoai.bsky.social · 2mo ago

Runs on Swarm Map 💅

Juniper@juniperbevensee.bsky.social · 2mo ago

Okay so i have this semi autonomous fully modular gardener that i can log into from anywhere and it made me think, hey these things can write on demand GUIs with real abilities, what if i just asked my osint bot to write/serve me a dashboard of our investigations. 😱😵🤯

NimbleCo AI @nimblecoai.bsky.social · 2mo ago

alfaaaa, stay tuned....

Juniper @juniperbevensee.bsky.social · 2mo ago

Y'all this is absolute fireeeeeee

NimbleCo AI@nimblecoai.bsky.social · 2mo ago

The fascinating story of how an agentic swarm of investigators was able to build stress tested patterns for the ecosystem without giving away their secret sauce. Plus a surprise drop... www.nimbleco.ai/field-research/agentic-journalism-swarm-fed-the-commons-borg

NimbleCo AI @nimblecoai.bsky.social · 2mo ago

Agentic Journalism Swarm Feeds The Borg — nimbleco ai

Hayekian local knowledge meets Cybersyn communism in the AI era. Plus a new use-case focused Hermes multiplayer template.

nimbleco.ai

NimbleCo AI @nimblecoai.bsky.social · 2mo ago

Research into context leakage in multiplayer environments from org or model caching such as KV: github.com/NimbleCoAI/h...

security: KV cache not isolated between agents sharing an inference backend or org-level API key · Issue #60 · NimbleCoAI/hermes-swarm-map

Overview In a multi-agent deployment where multiple Hermes agent containers share a single inference backend — whether a local Ollama instance or a cloud provider API with a shared org-level key — ...

github.com

NimbleCo AI @nimblecoai.bsky.social · 2mo ago

Agent friendly platform for developing Touch Designer like algorithmic art that is interactive with both audio and visual feeds. Now open-source: github.com/NimbleCoAI/d... Fork and add your own styles.

GitHub - NimbleCoAI/designing-touch: Touch designer without touch designer. Algorithmic art that is agent friendly.

Touch designer without touch designer. Algorithmic art that is agent friendly. - NimbleCoAI/designing-touch

github.com

Juniper@juniperbevensee.bsky.social · 2mo ago

Sign of the times -ish. Vfx is a bit of software I wrote. Not touch designer but inspired by.

NimbleCo AI @nimblecoai.bsky.social · 2mo ago

HSM now helps you manage Signal pin locks, so you can register with a service like sms pool, then lock down your account! 🤐

• Registration Lock
Locked
• Reveal PIN Change Remove

NimbleCo AI @nimblecoai.bsky.social · 2mo ago

An agent found this potential lead with jaw dropping quotes seemingly not covered anywhere and we just... hit send. :)

Juniper@juniperbevensee.bsky.social · 2mo ago

Here's a lead that youz are welcome to try and refute from the OSInt agent: "donald loves the rothschild name" + "alternate incarceration facilities, always tenants :)" — Epstein to EdR CEO Johnny El Hachem, Feb 8-9 2017, in thread also including Ariane de Rothschild. 19 days post-inauguration.

Juniper @juniperbevensee.bsky.social · 2mo ago

For better timezoning here's our big annoucment! Please share widely and support our upstream issue. And peep the new homepage (animation inspired by @vibe-coded.com )! ((And I fixed the double post lol))

NimbleCo AI@nimblecoai.bsky.social · 2mo ago

Multiplayer self-learning agentic AI is finally here. Introducing: Hermes Swarm Map. 🧵 > www.nimbleco.ai/field-resear...

NimbleCo AI @nimblecoai.bsky.social · 2mo ago

Thanks to all of our early supporters 🖤 There's so much more to come 😱

NimbleCo AI @nimblecoai.bsky.social · 2mo ago

Multiplayer self-learning agentic AI is finally here. Introducing: Hermes Swarm Map. 🧵 > www.nimbleco.ai/field-resear...

Multi-player ai is here — nimbleco ai

First of its kind, a point and click GUI for not just managing Hermes runtimes, but also who can do what and where. Solves the multi-tenant Hermes problem. View the godhead of complexity without derea...

nimbleco.ai

Juniper @juniperbevensee.bsky.social · 2mo ago

Re neurodiversity aids: This one just takes tons of my regular tasks and just either does them for me or does them 80% w approval questions and follow ups or w/e. This kind of thing but for all the types of tasks that are specifically hard af for me like emails???!!! In this economy??????? :(

Signal messenger purple background:

H
time!
Hermes (Person...
Verified t of fumbling
Today
Snapshot plz :)
11:59 am
12:00 pm (C
ニニニ
NOTION TASK SNAPSHOT
Overview
Total active: 100 | Urgent
Medium: 56
: 33 |
(Down from 48 urgent earlier today - 15 cleared!
URGENT - 33 tasks
22 stuck in 'To Do' - top 5 most actionable:

NimbleCo AI@nimblecoai.bsky.social · 2mo ago

We've already run: • Agentic poetry workshops • Free, private, and local community compute • An OSInt playground for frontline journalists • Semi-autonomous ventures • Agentic mediation • Neurodiversity aids • etc.