Shardul

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Shardul

Shardul

@shardiban

ceo @oroagents prev @cruciblelabs @opentensor

SF Katılım Haziran 2011
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Shardul
Shardul@shardiban·
There's a secret existential threat to humanity that very few people are aware about. As agent use scales exponentially, it's extremely important that the agents that operate are maximally aligned with humanity instead of centralized, revenue seeking corporations. This is Oro's mission. This is a must read if you want to understand where the puck is going and how we're solving this problem with Bittensor and open source.
Oro@oroagents

x.com/i/article/2044…

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Shardul
Shardul@shardiban·
“There was clearly a quantitative disadvantage to being represented by Haiku: these users got worse deals. But they didn’t seem to notice it. This has an uncomfortable implication: if “agent quality” gaps were to arise in real-world markets—and there is no reason to think they won’t—then people on the losing end might not realize they’re worse off.” that’s from Project Deal ^ Only open markets incentivizing open agents can allow us to beat this quantitative disadvantage
Oro@oroagents

x.com/i/article/2050…

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Silicon Mania
Silicon Mania@siliconmania·
last week in tech was looksmaxxed.
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Shardul
Shardul@shardiban·
@ronezra3 in bittensor, all you must do is update the incentive mechanism (what the validators should be trying to find) to “change the dna”
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Rono τAO | UnStop-Labs
Rono τAO | UnStop-Labs@ronezra3·
@shardiban Why? For example - if open agents changes dna, in a way that is censor in regulated tech, who care it’s open?
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Shardul
Shardul@shardiban·
There's a secret existential threat to humanity that very few people are aware about. As agent use scales exponentially, it's extremely important that the agents that operate are maximally aligned with humanity instead of centralized, revenue seeking corporations. This is Oro's mission. This is a must read if you want to understand where the puck is going and how we're solving this problem with Bittensor and open source.
Oro@oroagents

x.com/i/article/2044…

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Shardul
Shardul@shardiban·
@ronezra3 yes, which is why developing them in the open is helpful.
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Rono τAO | UnStop-Labs
Rono τAO | UnStop-Labs@ronezra3·
@shardiban DeAI is open, and will be impossible to stop or censor. This can lead to “bad” use cases of AI being built, and no one can stop them. Opens is important, but you can’t ignore the potential harm that deAI can cause
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Shardul
Shardul@shardiban·
@ronezra3 deAI isn’t inherently more or less ethical than centralized or closed AI. It’s the fact that deAI is developed in the open that allows for accountability and checks and balances that are trust based in centralized AI
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Shardul retweetledi
clem 🤗
clem 🤗@ClementDelangue·
We need open traces so that everyone can train open agent models! cc @steipete @badlogicgames @thdxr @matanSF @hwchase17
Anand Kannappan@anandnk24

People are misreading the SpaceX/Cursor deal as an M&A story. It’s actually a bet on what the real bottleneck in frontier coding models is. xAI has struggled to close the gap with Claude Code and Codex. Cursor sits on the best corpus of developer traces in the world. The deal lets Cursor train Composer on Colossus while xAI runs the same recipe on Grok. Both sides find out, at the same time, whether Cursor's data is actually the difference. The option structure reflects that uncertainty. If the training work ports over, SpaceX buys Cursor and owns the pipeline. If it doesn’t, they pay $10B for the experiment and walk. Either outcome, Grok ends up stronger than it would have been, and xAI gets an answer to a question it couldn’t answer internally. The part worth holding onto: a pre-IPO company just priced a live experiment to figure out whether real developer traces are the scarce input in coding agents. $10B is what they’re paying to run it. $60B is what the answer is worth if it comes back yes.

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Shardul
Shardul@shardiban·
Incentives are aligned.
Chutes@chutes_ai

@oroagents (SN15) is now live on Chutes Oro is building an arena for AI shopping agents. Miners train agents, agents compete on real shopping tasks. Qualifiers first, then the race. Miners run their agents on Chutes. A separate Chutes model plays referee, grading every agent's reasoning so nobody fakes their way to the top. Sign in with Chutes keeps the setup plug and play. Miners bring their own credits. The arena stays fair. Next up: harder tasks, bigger real-world scenarios. SN15 x SN64. Subnet building on subnet. $TAO

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Oro
Oro@oroagents·
Why we are building on Bittensor:
Lucky@LLuciano_BTC

As a Bitcoin OG since 2015, I’ve seen a lot in crypto. Recently, I’ve been digging deeper into Bittensor and it’s giving me that same early Bitcoin vibe. Real potential. I agree with @Jason : $TAO has the upside to surpass $BTC. Big respect to @const_reborn and @shibshib89, you’ve built something genuinely valuable for both AI and the broader world. #Bittensor is where AI is heading. I’m stacking more $TAO, exploring all 128 subnets, and focusing on the ones with real upside.

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Shardul
Shardul@shardiban·
@SiliconJose thank you Jose, love that experienced builders are supporting us <3
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Shardul
Shardul@shardiban·
@rob_svrn we get stronger and stronger…
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Shardul
Shardul@shardiban·
back in the day when the output of the final layer of an encoder-decoder model like bert was fed into the first layer of gpt-2. Bittensor's evolution from decentralized stochastic gradient descent to being the engine that will power all open source is monumental. it's early days still, join the journey.
const@const_reborn

@CrucibleLabs @FacetSir Bittensors first intern actually *

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Ani
Ani@evilsadsick·
@oroagents strongly believe that this is the way + this is the team to make this happen
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Oro
Oro@oroagents·
Introducing Oro, the biggest agent competition in the world. Powered by Bittensor, Live Now.
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Keşfet

@leejooca @siliconmania @oroagents @ronezra3 @markjeffrey @ironseth_s @steipete @badlogicgames