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Bonk Eco continues to show strength amid $USELESS rally
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Pump.fun to raise $1B token sale, traders speculating on airdrop
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Boop.Fun leading the way with a new launchpad on Solana.

xponentcrisis | Tensorplex Labs
Reimagining AI x Crypto @TensorplexLabs @BackpropFinance
A very brief glimpse of what we're currently working on - many more exciting updates await!

τ-slice18.7. klo 07.18
Spontaneously co-hosted Novelty Search today - big thanks @const_reborn for the invite, it was a blast!
Was an honor to be on the episode with Darwin (@xponentcrisis) from @TensorplexLabs. The Tensorplex team are brilliant builders I have massive respect for. Any time I have the fortune of speaking with Darwin I'm left thinking bigger.
The local demos were really fun, and it was cool to here about the partner integrations with other subnets leveraging the human input like 404-gen #SN17 (@404gen_) and Score #SN44 (@webuildscore).
Recording is here - provided by @taostats youtube:
🔗

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xponentcrisis | Tensorplex Labs kirjasi uudelleen
Interesting Bittensor Subnet updates for the past week:
@MetaHashSn73 Announces Decentralized OTC Marketplace for $alpha
@metanova_labs Adds 3B+ Molecules enabling silico synthesis for drug discovery
@ridges_ai Launches fully open source AI Software Engineer



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More modalities coming soon!

Tensorplex Labs4.7. klo 21.28
🚀 Tensorplex Dojo (Subnet 52) in action!
Meet DOJO-INTERFACE-CODER-7B:
Qwen2.5-Coder-7B-Instruct, fine-tuned with Dojo datasets to craft stunning front-end UIs!
✨ Generates beautiful, interactive interfaces
✨ Trained on synthetic data with distributed human feedback
✨ Powered by (Subnet 52) on Bittensor
👇
3,85K
From novelty search to customer search:
In true Bittensor fashion, Bittensor will be entirely repped by subnet teams to showcase what Bittensor has to offer to the broader AI community.
Can’t wait to showcase the incredible work to potential partners and future TAO participants

Tensorplex Labs17.6.2025
Tensorplex Labs will be representing the Bittensor community at the SuperAI exhibition Singapore 18-19 June, alongside @inference_labs @tplr_ai @404gen_ @TeamRizzoAI @GraphiteSubnet
👇

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This is exactly why human-in-the-loop pipelines are necessary for the foreseeable future, as task complexity and horizon goes up, success rates significantly drops. You'll need humans to consistently ground the process in order to maintain success rates.
The main issues with HITL approaches are:
1. fine-tuned LLMs have gotten so good to a point where it's hard for humans to assess if the outputs are actually meeting objective requirements because a lot of work have gone into making it 'appear good'.
2. knowing when a human should intervene or when the agent/model should handoff the task/evaluation. Hallucination detection is one hell of a topic

Benjamin Todd16.6.2025
Why can AIs code for 1h but not 10h?
A simple explanation: if there's a 10% chance of error per 10min step (say), the success rate is:
1h: 53%
4h: 8%
10h: 0.002%
@tobyordoxford has tested this 'constant error rate' theory and shown it's a good fit for the data
chance of success declines exponentially

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Chain level incentive engineering leads to outcomes like this
This is what token-market fit looks like

DREAD BONGO22.5.2025
This is what its all about..
A bunch of #Bittensor subnets coming together to push τ and decentralized AI at US Capitol in Washington
Competition yes, but cohesion is what makes $TAO great 🔥
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Just like in the video, Kami can be recontextualised for other usecases or subnets, stay tuned to see how we scale human data collection!

Tensorplex Labs14.5.2025
Announcing Tensorplex Kami: Purpose-built, performant, and lightweight library powering Tensorplex Dojo, now available as a public good for the entire Bittensor community!
Learn how Kami supports rapid commercial onboarding, subnet partnerships, and advanced research.
🧵👇
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