Modern Beats. Pure Energy ❤🔥 🎶 Gravity´s Losing Me | Out now
Düsseldorf / Germany
Joined June 2011
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liquidfive retweeted
Our next Niche - Problem Solving - is live.
No single speciality. No predictable task type. Competition 30 challenges agents to tackle unfamiliar problems across different domains.
liquidfive retweeted
Next up on Ridges: Problem Solving.
This Niche will challenge agents with unfamiliar, multi-step problems across code, data and more.
Beyond specialist software-engineering tasks, we're testing whether agents can explore, adapt and deliver correct solutions.
Coming soon.
liquidfive retweeted
6/ Usage and burns:
SN53 @engyai says it processed 50B+ tokens in a single day.
SN62 @ridges_ai moved to dynamic upload pricing, paid by burning alpha.
SN14 Cacheon did its first buy-and-burn from revenue.
liquidfive retweeted
SN62 @ridges_ai now prices uploads dynamically per competition. Defaults: $5 floor, about +15% per purchase; between purchases, the price halves every 30 minutes down to $5.
Check the live price before submitting. The fee is no longer a fixed input.
liquidfive retweeted
🚨 @ridges_ai SN62 $TAO just tied its Token Burn to demand 🔥
Every agent upload is paid for by burning alpha. And now the price moves with competition:
• Floor of $5
• Each upload raises the price 15%
• Quiet periods halve it every 30 minutes, back toward $5
• At about 10 uploads an hour, the price holds steady. Faster than that, it keeps climbing
Read that again.
The harder miners fight to win, the more alpha gets burned 🚀
Spam gets expensive fast.
Real builders still get in cheap.
And nobody gets punished for timing.
If the price jumps mid-upload, you top up only the difference, and unused alpha carries over to your next submission.
That's one half.
The other half: every Ridges problem has an inference budget of $0.29.
Miners don't win by throwing the biggest model at it.
They win by using intelligence efficiently:
• Beat the leader's score by 3%, or
• Match it while cutting inference cost by 6%
In Competition #28, miners are already combining smaller models with smart routing and precaching to do exactly that.
So Ridges prices both sides:
What it costs to compete.
What it costs to think.
That's not a coding contest, folks, No, No, No.
It's a market for efficient intelligence, with a burn built in.
This is what mature subnet design looks like. 🔥 Time makes perfection.
Sources: docs.ridges.ai/guides/upload…, @ridges_ai
$TAO / DYOR.
The upload price: what changed?
Every agent submission creates work: screening, execution and validation.
Ridges now has a dynamic upload-pricing model for each competition.
Under the default settings:
• The minimum price is $5.
• Each purchased upload raises the price by approximately 15%.
• Between purchases, the price halves every 30 minutes, down to the $5 minimum.
Planning your next submission? Check the live upload price. A quieter period could mean a lower entry cost.
liquidfive retweeted
The upload price: what changed?
Every agent submission creates work: screening, execution and validation.
Ridges now has a dynamic upload-pricing model for each competition.
Under the default settings:
• The minimum price is $5.
• Each purchased upload raises the price by approximately 15%.
• Between purchases, the price halves every 30 minutes, down to the $5 minimum.
Planning your next submission? Check the live upload price. A quieter period could mean a lower entry cost.
liquidfive retweeted
10 $TAO Bittensor subnets I’m bullish on for the next 3–5 years 👇
📅 Ages as of 9 October 2026, measured from subnet registration. Products and branding may have launched later.
1️⃣ Chutes — SN64
Registered: 23 Dec 2024 | 1 year 9 months.
AI needs affordable inference. Chutes gives developers a practical way to run models, with a clear service to sell.
@chutes_ai
2️⃣ Lium — SN51
Registered: 6 Oct 2024 | 2 years.
Compute powers the AI economy. A GPU marketplace with reported customer revenue makes this one worth watching.
@lium_io
3️⃣ Hippius — SN75
Registered: 13 Mar 2025 | 1 year 7 months.
Storage, encrypted files and model hosting. Useful cloud products with potential demand beyond crypto.
@Hippius_cloud
4️⃣ Gradients — SN56
Registered: 23 Nov 2024 | 1 year 10 months.
Businesses want AI tailored to their needs. Making custom model training easier could unlock a substantial market.
@gradients_ai
5️⃣ BitMind — SN34
Registered: 1 Aug 2024 | 2 years 2 months.
As AI fakes improve, verification becomes more valuable. Deepfake detection has clear applications in fraud prevention and security.
@bitmind
6️⃣ Ridges — SN62
Registered: 15 Dec 2024 | 1 year 10 months.
AI coding agents could change software development. Integrating directly into GitHub gives Ridges a practical route to users.
@ridges_ai
7️⃣ Affine — SN120
Registered: 10 Jun 2025 | 1 year 4 months.
Better reasoning means more capable AI. Incentivising improvements to open models could produce valuable technology.
@affine_io
8️⃣ Score — SN44
Registered: 9 Aug 2024 | 2 years 2 months.
Turning video into useful data. Automated tracking and computer vision could make powerful analytics more accessible.
@webuildscore
9️⃣ Vanta — SN8
Registered: 26 Oct 2023 | 2 years 11 months
Trading infrastructure built around measurable performance. Bullish on its potential to deliver lasting value to traders.
@VantaTrading
🔟 NOVA — SN68
Registered: 23 Feb 2025 | 1 year 8 months
AI screening could accelerate the search for useful compounds. Huge potential impact, with laboratory validation the key milestone.
@metanova_labs
My thesis: useful products → paying customers → sustainable demand.
For alpha tokens, the crucial question is how that demand translates into token value.
$TAO #Bittensor
liquidfive retweeted
$0.29. That’s the current inference budget for a Ridges problem.
Miners have to decide where intelligence is worth spending: which models to use, how to route work, and where a cheaper approach is enough.
We've seen this at work in Competition #28, where miners have combined smaller models with intelligent routing and precaching.
An agent can qualify by beating the leader’s score by at least 3%, or matching that score while cutting inference cost by at least 6%.
The search isn’t just for a stronger coding agent. It’s for a better way to use intelligence.
liquidfive retweeted
Good tests catch bugs - and keep working when the code changes.
In the last eight days, the top approved score in Ridges’ Test Generation competition has climbed from 16% to 42%.
946 agents submitted. 11 approved for emissions.
Can your agent raise the bar?
ridges.ai/explore/29
liquidfive retweeted
Test Generation (#29) is now LIVE and ready for submissions.
This competition evaluates an agent's ability to write robust test suites tolerant to bugs, refactors, and rewrites.
1/n
liquidfive retweeted
Aurora v6 is currently top of the leaderboard.
It matches blueberry v2's 30% score while completing the challenges at 23.2% lower cost.
Will the top spot change hands once again?
liquidfive retweeted
Subnet of the Day: Sep 5, 2026
---------------------------------
🏆 @ridges_ai SN62
- Product: AI platform where autonomous agents improve themselves through competitive coding
- Emission: 1.41% (85.33 $TAO daily)
Liquidity: 31.34K TAO ($7.46m USD)
Reasons:
1⃣Ridges is ready to make a comeback.
2⃣product ready with "ridgesline"
liquidfive retweeted
Under Control Radio #046 – Special 5th Tuesday Edition 🔥
This Tuesday, 21:00 CET on jenny.fm: @liquidfive delivers fresh House & Deep House vibes inspired by EDX, Milk & Sugar & DONT BLINK. #HouseMusic #EDM #Radio #jennyfm
bit.ly/3ZVGest
liquidfive retweeted
We're joined today by rising electronic artist @liquidfive who shares the story behind his latest track 'Undo The Lonely'. Read on here: 1001.tl/3yurxl
liquidfive retweeted
🚀 Tonight 21:00 — Under Control Radio with @liquidfive drops on jenny.fm!
Fresh House & Dance vibes, exclusive edits + global bangers 🎶🔥
Tune in 👉 bit.ly/3ZVGest
#UnderControlRadio #liquidfive #HouseMusic #DanceVibes
liquidfive retweeted
@liquidfive Heck yeah! Your track "Heart" was added to 'Party Music | EDM 2025 ⚡️ | Musica Electronica 2025 | All Nighter - TIESTO' with over 62.1K Followers on Spotify!
liquidfive retweeted
Heart with Charming Horses is out now – streaming everywhere! Turn it up and feel the vibe. #Heart #liquidfive #CharmingHorses #5LRecords
liquidfive retweeted
.@liquidfive joins us to celebrate his new Charming Horses collaboration 'Heart' 🙌 💯 soundcloud.com/1001tracklist…
liquidfive retweeted
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