🤝
Make a deal with ma𝕏pool
🔒 Paid proposals held safely in escrow — released only when the work's approved.
Followers
303
Account age
3 yrs
💰 Suggested sponsorship rate
$40 – $65 / sponsored post
Estimated from audience size & typical reach — every deal is negotiable and held in SocialDB escrow.
🎁 Free analysisfor ma𝕏pool
Known for
9 views
1/2
A global emergent workspace in language models (J-space) https://www.anthropic.com/research/global-workspace
J-space wasn’t designed or programmed. It emerged on its own during training process. J-space has a number of unique properties:
- Claude can report on these representations. If you ask Claude what it's thinking about, it will tell you what’s in the J-space. Non-J-space representations
8 views
Making scientific knowledge free for all https://theconversation.com/making-scientific-knowledge-free-for-all-286857
The three main approaches are Green OA, Gold OA and Diamond OA:
- Green OA : publishing in a traditional journal and then depositing an accepted but unformatted version of the manuscript in an Open Access archive or an institutional repository
- Gold OA: final article immediately ac
6 views
Rigid rules can protect cooperation when motives are opaque.
Why human societies adopt rigid moral rules: The efficiency–robustness trade-off
https://www.pnas.org/doi/10.1073/pnas.2535467123
Rigid norms function as social technologies that trade efficiency for robustness against strategic defection, extending the domain of cooperation by eliminating exploitable ambiguity.
Flexibility maximizes wel
4 views
Writing code versus shipping code: Productivity effects across generations of AI coding tools
https://cepr.org/voxeu/columns/writing-code-versus-shipping-code-productivity-effects-across-generations-ai-coding
"In software, AI's most advanced application domain, a 180% gain in coding activity becomes a 30% gain in shipped releases and, so far, no detectable gain in usage. Growth projections that ap
📊 Post engagement
5
Avg engagement / post
1.7%
Engagement vs followers
Nov 2022
On Mastodon since
🔥 Top post: 1/2 A global emergent workspace in language models (J-space) htt · 9 likes + reposts
📊 Activity & format
Posting cadence
2.9 / week
Posts several times a week.
Content mix
Mostly text
Recent: 7 text · 5 image · 0 video.
Follower / following
1×
Follows 300 back. A more reciprocal / networked account.
Recent posts
View on Mastodon ↗
🔥 Top post
1/2
A global emergent workspace in language models (J-space) https://www.anthropic.com/research/global-workspace
J-space wasn’t designed or programmed. It emerged on its own during training process. J-space has a number of unique properties:
- Claude can report on these represen…
Rigid rules can protect cooperation when motives are opaque.
Why human societies adopt rigid moral rules: The efficiency–robustness trade-off
https://www.pnas.org/doi/10.1073/pnas.2535467123
Rigid norms function as social technologies that…
European Password Manager Shares Origins and Updates with State-Certified Russian Firm https://www.occrp.org/en/investigation/european-password-manager-shares-origins-and-updates-with-state-certified-russian-firm
Passwork, a Spain-based pa…
Good News Everyone!
A large-scale randomized controlled trial in France shows huge improvement in teenagers baseline information inequality (45-70%), news consumption (+0.49 to 0.60 sd) and media literacy skills (+0.08 to 0.26 sd) with th…
Making scientific knowledge free for all https://theconversation.com/making-scientific-knowledge-free-for-all-286857
The three main approaches are Green OA, Gold OA and Diamond OA:
- Green OA : publishing in a traditional journal and then …
2/2:
There are functional and structural similarities between the J-space and theories of conscious access in humans, like the global workspace model.
Notable differences from human cognition: https://transformer-circuits.pub/2026/workspa…
Problem: Self-improving agents are only as strong as the evaluator scoring them, they eventually stall.
Red Queen hypothesis in evolutionary biology: species must constantly adapt, evolve against similarly ever-evolving opposing species …
https://www.climate.us/ formerly Climate.gov, is a effectively a copy of climate.gov.
A group of former NOAA employers who had been fired by Elon Musk's DOGE started a new climate science website.
#climate #climateScience
A Philosophical Look at System Dynamics
https://www.youtube.com/watch?v=XL_lOoomRTA
Dartmouth College, Hanover, New Hampshire, Spring of 1977. In this lecture, Donella Meadows takes on a more philosophical concept. How can we bring oursel…
Sara Wickström awarded the Körber Prize 2026
https://koerber-stiftung.de/en/projects/koerber-european-science-prize/all-prizewinners/2026-sara-wickstroem/
Finnish physician and cell biologist Sara Wickström has been awarded the €1 million …
Writing code versus shipping code: Productivity effects across generations of AI coding tools
https://cepr.org/voxeu/columns/writing-code-versus-shipping-code-productivity-effects-across-generations-ai-coding
"In software, AI's most advanc…
Humans are the only animals with chin. The chin isn’t just the lower part of your face: It’s a specific term for that little piece of bone extending from the jaw. https://www.smithsonianmag.com/smart-news/chin-stroking-mystery-why-are-huma…
🐘 Community & instance
Home server
mathstodon.xyz
Their home server on the fediverse — the instance a creator picks signals the community they belong to.
On Mastodon since
Nov 2022
Joined in the Twitter-exodus wave of late 2022 — part of the migration that made Mastodon a real destination.
💡 Facts
🗓️Joined Mastodon in 2022 — 3 years ago.
👁️Averages 5 views per post.
📤Posts about 2.9× per week.
🕵️ Fake follower check
Estimated80/100
Excellent
Credibility score
97%
Real
Real audience
Low
Fake-follower risk
High
Data confidence
- Est. 97% real, active audience · Low fake-follower risk.
- Strong engagement (~1.7% of followers engage each post) — an active, real audience.
- Established account (3+ years old).
Heuristic estimate from engagement, follower ratios, account age & growth — a screening signal, not a guarantee.
About
Question: How many people like me does it take to screw in a light bulb?
Answer: 0.9967±0.004 (after six iterations).
#NoBot
📸 Gallery
🔀 Audience overlap
EstimatedEstimated shared audience with similar creators — useful for avoiding overlap (or doubling down) when planning a campaign.
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Frequently asked questions
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ma𝕏pool has 303 followers on Mastodon.
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