Eigen Labs

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Eigen Labs

Eigen Labs

@eigenlabs

Building coordination technologies that preserve and expand individual agency in a post-AGI world.

Seattle, WA Katılım Eylül 2023
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Eigen Labs
Eigen Labs@eigenlabs·
JUST IN: Darkbloom is live on @OpenRouter. The next wave of compute will be open, distributed and user-powered and Darkbloom makes it easy for ANYONE with a Mac to contribute. Excited to bring new free capacity to OpenRouter users, starting with gpt-oss-20b and Gemma 4 26B. Got a Mac? Get on the network: darkbloom(.)dev
OpenRouter@OpenRouter

New Free capacity on OpenRouter, served by @eigenlabs's Darkbloom: gpt-oss-20b and Gemma 4 26B Start using the models today ↓

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Soubhik Deb
Soubhik Deb@soubhikdeb·
Everyone is worried about jobpocalypse but impact of AI on a given job depends on whether the job is low-dimensional or high-dimensional. Companies are far more motivated to automate jobs with fewer tasks (low-dimensionality) because successful automation allows them to eliminate the entire labor sector for that role, resulting in greater cost savings. In contrast, high-dimensional jobs, where only a few tasks can be automated, would still require human labor, making the investment case for total automation less attractive. @alexolegimas has written detailed explanation of this dependency on the dimensionality of a job in his article aleximas.substack.com/p/how-will-ai-….
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Gajesh
Gajesh@gajesh·
We’re getting a lot of questions around why Darkbloom earnings are low right now. I will be sharing a video, but here’s the TL;DR: - We have given out more than $3k in non-work rewards — think of it participation bonus. - We have integrated with OpenRouter, so the demand is infinite. So why aren’t we serving it? - Network reliability We are running conservative algorithm, earlier we have tried aggressive (1million TPM) but found bugs which we have almost patched yesterday. Today, we will be piloting this. Thank you for your support and patience. My number priority is the network utilisation.
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Soubhik Deb
Soubhik Deb@soubhikdeb·
Quoting @alexolegimas, the only question that matters in Post-AGI economics is "what is scarce?". "Is relational capital the scarce element? Is it provenance? Is human attention still going to be scarce element? is agents having ownership puts economy in a completely uncharted trajectory?" See the full episode on @PostAGIxyz to learn more.
Soubhik Deb@soubhikdeb

"The only question in post-AGI economics is: what is scarce?" That is Alex Imas (@alexolegimas) from Chicago Booth, opening Season 01 of Post AGI. Over an hour we get into why AI "job exposure" misleads everyone, why the robots are coming for physical work before knowledge work, the economy of human-made goods that survives automation, his case against UBI, and whether agents can run an economy better than markets. Full conversation. Moments worth your time: 04:10 Why "AI exposure" doesn't mean what people think 13:35 The robotic "dark warehouses" being built in China 23:20 The case against UBI 45:35 The only question after AGI: what is scarce? Full episode below.

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MTS
MTS@MTSlive·
Where do the best open source AI models stand today? @gajesh and @pratikgx of @EigenLabs, live at Manifest: "In terms of coding, I've been trying Kimi for the last two days, it's been on the same par as Opus 4.6. Which is decently good." "I'm not comparing it to Fable, it's maybe three, four months behind in terms of coding output. But not in terms of reasoning." "In terms of reasoning abilities, they're still not that up to date, because some of these companies go and distill from GPT and Claude, but GPT and Claude summarize their reasoning traces. So they can't really get the entire reasoning solution." "In terms of code quality, they've been somewhat on par with what these closed source models were doing three to four months ago."
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Erick
Erick@ericktrify·
🚨 BREAKING: Darkbloom is now live on @OpenRouter Any developer can now route to private, lower-cost inference. Same API, zero code changes Cheaper, private AND NOT owned by three companies
Eigen Labs@eigenlabs

JUST IN: Darkbloom is live on @OpenRouter. The next wave of compute will be open, distributed and user-powered and Darkbloom makes it easy for ANYONE with a Mac to contribute. Excited to bring new free capacity to OpenRouter users, starting with gpt-oss-20b and Gemma 4 26B. Got a Mac? Get on the network: darkbloom(.)dev

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Charles Guillemet
☢️You remember? Google optimized Shor's algorithm. The algorithm that breaks asymmetric cryptography (RSA, elliptic curves) once you have a quantum computer with enough Qubits. The US government blocked the paper. So Google published a Zero Knowledge proof instead: a mathematical proof that they have the result, without revealing how. Cryptographic sorcery 🧙 But the Internet is sneaky. Someone launched a contest to re-discover the result with AI. The LLM searches a huge space of circuits (each one a candidate optimization of Shor's), and tests whether it beats the previous best. The clever part: they use the ZKP verifier as the reward function. No false positives, and it turns out to be a very efficient signal. In less than 2 days, the community re-discovered Google's result !!! 🔔15 days later, the LLMs are still improving it. They're already 44% ahead of Google. Hard to say where this stops, ie. what the true minimum quantum complexity for Shor's is. But we will not close the full gap. You still need a Quantum Computer with a relatively large number of qubits. The only thing that changed is that this number drops a little every day, and it has been dropping for 15 days straight.
Charles Guillemet tweet media
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Sreeram Kannan
Sreeram Kannan@sreeramkannan·
Post AGI podcast, launching today! Opening episode with Prof. Alex Imas. Seen recently on the Dwarkesh podcast. This episode was recorded and edited when Alex was a professor at Chicago Booth (hes now at Google DeepMind). He is an economist who has thought deeply about the impact of AGI on the economy. It’s a privilege for us to open the show with Alex. A must watch!
Soubhik Deb@soubhikdeb

"The only question in post-AGI economics is: what is scarce?" That is Alex Imas (@alexolegimas) from Chicago Booth, opening Season 01 of Post AGI. Over an hour we get into why AI "job exposure" misleads everyone, why the robots are coming for physical work before knowledge work, the economy of human-made goods that survives automation, his case against UBI, and whether agents can run an economy better than markets. Full conversation. Moments worth your time: 04:10 Why "AI exposure" doesn't mean what people think 13:35 The robotic "dark warehouses" being built in China 23:20 The case against UBI 45:35 The only question after AGI: what is scarce? Full episode below.

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Eigen Labs
Eigen Labs@eigenlabs·
JUST IN: Darkbloom is live on @OpenRouter. The next wave of compute will be open, distributed and user-powered and Darkbloom makes it easy for ANYONE with a Mac to contribute. Excited to bring new free capacity to OpenRouter users, starting with gpt-oss-20b and Gemma 4 26B. Got a Mac? Get on the network: darkbloom(.)dev
OpenRouter@OpenRouter

New Free capacity on OpenRouter, served by @eigenlabs's Darkbloom: gpt-oss-20b and Gemma 4 26B Start using the models today ↓

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Eigen Labs
Eigen Labs@eigenlabs·
PostAGI is a new podcast powered by Eigen on what comes after AGI. In the first episode, @sreeramkannan and @soubhikdeb sit down with economist @alexolegimas to talk through labor, capital and markets post-AGI. Listen here 👇
Soubhik Deb@soubhikdeb

"The only question in post-AGI economics is: what is scarce?" That is Alex Imas (@alexolegimas) from Chicago Booth, opening Season 01 of Post AGI. Over an hour we get into why AI "job exposure" misleads everyone, why the robots are coming for physical work before knowledge work, the economy of human-made goods that survives automation, his case against UBI, and whether agents can run an economy better than markets. Full conversation. Moments worth your time: 04:10 Why "AI exposure" doesn't mean what people think 13:35 The robotic "dark warehouses" being built in China 23:20 The case against UBI 45:35 The only question after AGI: what is scarce? Full episode below.

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Soubhik Deb
Soubhik Deb@soubhikdeb·
"The only question in post-AGI economics is: what is scarce?" That is Alex Imas (@alexolegimas) from Chicago Booth, opening Season 01 of Post AGI. Over an hour we get into why AI "job exposure" misleads everyone, why the robots are coming for physical work before knowledge work, the economy of human-made goods that survives automation, his case against UBI, and whether agents can run an economy better than markets. Full conversation. Moments worth your time: 04:10 Why "AI exposure" doesn't mean what people think 13:35 The robotic "dark warehouses" being built in China 23:20 The case against UBI 45:35 The only question after AGI: what is scarce? Full episode below.
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Eigen Labs
Eigen Labs@eigenlabs·
Last week the question got sharper: who controls machine intelligence and do we get to keep individual agency? > @sreeramkannan made the case for open coordination at Manifest 2026 in Berkeley. > Darkbloom is going live on OpenRouter. > ECDSA.Fail now has the fastest and most resource efficient algorithm to break cryptography > @postagixyz launches this week! Edition #064 is live. Read it here 👇
Eigen Times@eigentimes

x.com/i/article/2066…

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Eigen Labs
Eigen Labs@eigenlabs·
The next wave of compute will be open, distributed and user-powered. Darkbloom is making it easy for anyone with a Mac to contribute compute. Excited to see the network scaling as Darkbloom gets ready to go live on @OpenRouter soon! Powered by @eigenlabs.
Gajesh@gajesh

darkbloom is growing everyday! our live provider count is up by 2x in last 3 days. so excited for the openrouter launch next week ;) we have 21kW of compute (another 180kW, currently offline) if you have a mac, join us: darkbloom(.)dev if you have any feedback on the UX & platform, let us know

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Kunal Gandhi
Kunal Gandhi@kunalvg·
The last few days have made it clear that AI is building power centers. Increasingly a few labs, a few companies will control access to intelligence the rest of us depend on. The answer isn’t to compete alone. It’s to coordinate. ecdsa fail is proof. An open challenge to break ECDSA, now 43.9% past Google’s classified circuit. Done by a cohort of highly motivated builders. That’s what we’re building at @eigenlabs: coordination tools to empower you.
Gajesh@gajesh

we're officially pareto dominant on every frontier. we have the fastest and most resource efficient algorithm to break bitcoin. i want to thank all the contributors who made this possible. we publicly went from 88% of google's result to 43.9% ahead of their result. this is the power of open innovation!!!

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