Into Tech | @soneium ambassador | @StartaleGroup OG | @kyofinance ambassador
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Joined August 2022
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What would it take for an AI agent to license a song on its own?
Imagine an AI agent tasked with finding the right music for your video and using it.
Finding the track probably isn’t the hardest part. The agent needs to answer a few more questions:
Are the terms of use clearly available?
Who can grant permission to use the track?
Does the license cover commercial use?
And if using the track requires payment or a formal agreement, how should the agent handle that?
A person might work through these steps by searching different websites, reading licensing terms or contacting the rights holder. But if agents are expected to do this at scale and at speed, relying on scattered information and manual checks becomes difficult.
They need a way to discover information about a work and its licensing terms, check whether a license can be obtained and understand the status of the resulting agreement.
The challenge isn’t just helping AI find content. It’s helping AI determine how it can use that content with permission.
So how can different services and systems make this information available in a way that machines can understand?
Having a file doesn’t mean you have permission to use it.
Imagine you’ve downloaded a music track and want to use it in your video.
You have the file. You can play it, send it to a friend, or add it to your video.
But can you publish that video commercially? Can you use the same track in an advertisement? Or do you need a license first?
These are different questions.
- Having the file means you can access a copy of the work.
- Owning the work concerns who holds the relevant intellectual property rights.
- A license defines the conditions under which you’re allowed to use it.
This distinction matters even more as AI becomes better at finding and working with content. A tool might find millions of images, songs or videos but finding a work doesn’t tell it what uses are permitted.
So the challenge isn’t just access to content. It’s understanding who can grant permission and exactly what that permission covers.
And when an AI agent is expected to make these decisions on its own, how should it access that information?
Mad Limen retweeted
Binance will be "hacked"...
2026 or 2027.
There is no bottom in the market until Binance is hacked.
It's part of the script.
Mad Limen retweeted
What would it take for an AI agent to license a song on its own?
Imagine an AI agent tasked with finding the right music for your video and using it.
Finding the track probably isn’t the hardest part. The agent needs to answer a few more questions:
Are the terms of use clearly available?
Who can grant permission to use the track?
Does the license cover commercial use?
And if using the track requires payment or a formal agreement, how should the agent handle that?
A person might work through these steps by searching different websites, reading licensing terms or contacting the rights holder. But if agents are expected to do this at scale and at speed, relying on scattered information and manual checks becomes difficult.
They need a way to discover information about a work and its licensing terms, check whether a license can be obtained and understand the status of the resulting agreement.
The challenge isn’t just helping AI find content. It’s helping AI determine how it can use that content with permission.
So how can different services and systems make this information available in a way that machines can understand?
Having a file doesn’t mean you have permission to use it.
Imagine you’ve downloaded a music track and want to use it in your video.
You have the file. You can play it, send it to a friend, or add it to your video.
But can you publish that video commercially? Can you use the same track in an advertisement? Or do you need a license first?
These are different questions.
- Having the file means you can access a copy of the work.
- Owning the work concerns who holds the relevant intellectual property rights.
- A license defines the conditions under which you’re allowed to use it.
This distinction matters even more as AI becomes better at finding and working with content. A tool might find millions of images, songs or videos but finding a work doesn’t tell it what uses are permitted.
So the challenge isn’t just access to content. It’s understanding who can grant permission and exactly what that permission covers.
And when an AI agent is expected to make these decisions on its own, how should it access that information?
Mad Limen retweeted
An incentive flywheel looks promising when activity is growing.
More activity can mean more fees
More fees can support more rewards
And rewards can encourage users to return.
But what happens when volume drops?
Fewer transactions can mean fewer fees
Fewer fees can mean smaller rewards
And if users came mainly for those rewards, participation may decline even further.
The very mechanism designed to sustain activity can become harder to maintain when activity slows.
A sustainable incentive model shouldn't only look good when volume is high.
It needs to make sense when volume isn't
What if incentives weren't just rewards to claim but part of a system designed to sustain participation?
Think of the cycle:
Activity → Fees → Rewards → Retention → Activity
Users participate.
Activity generates fees.
A share of those fees funds rewards.
Well-designed rewards can give users a reason to return.
And returning users can generate more activity.
That's the theory behind an incentive flywheel
But a cycle like this only works if the underlying activity is real and the incentives create lasting reasons to participate.
Because a flywheel is only as strong as the activity that powers it
An incentive flywheel looks promising when activity is growing.
More activity can mean more fees
More fees can support more rewards
And rewards can encourage users to return.
But what happens when volume drops?
Fewer transactions can mean fewer fees
Fewer fees can mean smaller rewards
And if users came mainly for those rewards, participation may decline even further.
The very mechanism designed to sustain activity can become harder to maintain when activity slows.
A sustainable incentive model shouldn't only look good when volume is high.
It needs to make sense when volume isn't
What if incentives weren't just rewards to claim but part of a system designed to sustain participation?
Think of the cycle:
Activity → Fees → Rewards → Retention → Activity
Users participate.
Activity generates fees.
A share of those fees funds rewards.
Well-designed rewards can give users a reason to return.
And returning users can generate more activity.
That's the theory behind an incentive flywheel
But a cycle like this only works if the underlying activity is real and the incentives create lasting reasons to participate.
Because a flywheel is only as strong as the activity that powers it
good morning Soneians and CT
we're gathering tonight to discuss the hottest topics, be sure to attend
set a reminder & see ya
GMorning 𝕏 Fam
New Tuesday
New Space
and Hot Soneium updates
Soneium, From L2 to Onchain IP
Here’s what We’re gonna talk about:
- Starting from the 25th, what actually happened?
- What is Soneium 2.0?
- The $SONEIUM token, what’s actually been revealed and what’s fake?
- Astar Burn-Drop
- Soneium’s vision
- Soneium Portal & Moriusa
- Soneium and DayOneDream
- OP and Soneium
- The different types of IP being introduced
- Onchain IP architecture, IP Registry, IP Graph & IP Execution Layer
- Why ERC-8432 matters
- Changes to network fees
- Startale App, The gateway into the ecosystem
- International coverage and reactions
Today at 16:30 UTC
Language: Persian
Set a reminder for the Space:
nitter.cf/i/spaces/1AJEmvgdAnYJL
See you there
Let’s break down this big Soneium update together
Mad Limen retweeted
A new chapter for @soneium and new opportunities for our community to explore. 💿
With Tokenized IP at its core, Soneium is building an onchain entertainment economy that brings creators, fans, builders and communities closer together.
Regional communities have a meaningful role to play in making these opportunities accessible, helping people understand what's being built and turning curiosity into real participation.
Excited to keep building bridges between our community and the next era of Soneium. 🌍
Explore the new Soneium Portal:
portal.soneium.org/en
A special shoutout to @YujiKumagai @shunp_w3 @WatanabeSota @0xRamz @businessj386 @cypher_nk and the whole team for their efforts in bringing this vision to life! 🤝
🤝 Paid partnership
Mad Limen retweeted
There’s been a lot happening across @soneium this week, with plenty of pieces to connect and ideas for our community to explore. 🧩
From the Optimism collaboration to changing banners and puzzle pieces appearing across the timeline, we explored the updates around Soneium’s next chapter and what to keep an eye on ahead of October 26.
We also unpacked recent posts from the @StartaleGroup team on creators, Tokenized IP and the intersection of entertainment, blockchain and AI.
Alongside that, we covered Ambassador Program updates, account security, and the next steps for our growing contributor group, including community feedback and more opportunities to get involved.
That was the focus of today’s Saturday call with our unofficial Soneium MENA community. 💙
Special thanks to the other speakers on today’s call: @Amirarsaloffic1 & @ecobyg
Curious to see how everyone brings their own perspective to what comes next. 💿
🤝 Paid partnership
Today, we came together again for our unofficial Soneium MENA weekly call to catch up on ecosystem news and community activities. 💙
We discussed the latest @soneium and @StartaleGroup updates, as well as opportunities for members to contribute more and take on new responsibilities in our community.
We also looked back at monthly community feedback: where we’ve improved over the past few months and what still needs attention. It’s encouraging to see some of those suggestions reflected in our activities today.
Thank you to everyone who gives their time, shares their thoughts and helps this community move forward. Seeing the people who’ve been part of this journey grow is one of the most rewarding parts. 🤝
Mad Limen retweeted
The Next Chapter 😎
Starli stepping into the portal of The Next Chapter.
The idea for this game came to me from right here
Fly Starli, collect @soneium & @StartaleGroup logos, dodge the shards and reach the portal. 3 levels: Easy, Medium, Hard
Play (sound on 🔊):
mojtabaa09.github.io/Starli-…
@businessj386 @0xRamz
@0xMR_NIK
@soneium's new chapter is spreading fast 👀
Optimism, CardWars, Sake, LASMETA, NekoCat World and more have all switched their banners to "The Next Chapter."
When the ecosystem moves together, you know something big is coming 🔥
@StartaleGroup
@businessj386 @0xRamz
@0xMR_NIK
Since I work shifts, I can’t always sit in front of a screen and watch the charts.
That’s why TWAP caught my attention on @polyester
After checking the chart, I set up a $1000 BTC buy order over the next hour, split into 10 smaller orders (one every 6 minutes), using market execution
Now I can get back to my other tasks instead of constantly watching the chart.
Pretty useful for someone with a schedule like mine, right? 😄
🤝 Paid partnership
I came across @polyester through crypto communities and decided to give its testnet a try.
My first impression? It felt a lot like using a centralized exchange
But there was a different setup behind that familiar interface: I connected my wallet, created a dedicated account and had to deposit assets before I could start exploring.
What also caught my attention was the idea of bringing EVM and non-EVM assets into one trading environment.
Polyester is currently in its testnet phase, so you can deposit test tokens, claim more from the faucet every few hours and keep testing the platform.
I'm still figuring out how everything works. I'll share what I learn along the way.
Mad Limen retweeted
Harto x GIGA CHADS
We’ve secured 5 spots for our GIGA CHADS community.
🎟️5 GTD spots
🔰How to enter:
- Follow @Krsna108_ and @0xGigaChads
- Like this post:
nitter.cf/harto_fr/status/211210…
- Like & repost this post
- Reply with your EVM wallet address
⏳You have 24 HOURS to enter!
We’ve taken a snapshot for holders.
Check your wallet here to see your status: harto.es/inflation/snapshot
For everyone else, community collabs open today. We’ll be working with different communities to offer access.
If you’re a collab manager, contact our CM @Krsna108_ or open a ticket in Discord.
What if incentives weren't just rewards to claim but part of a system designed to sustain participation?
Think of the cycle:
Activity → Fees → Rewards → Retention → Activity
Users participate.
Activity generates fees.
A share of those fees funds rewards.
Well-designed rewards can give users a reason to return.
And returning users can generate more activity.
That's the theory behind an incentive flywheel
But a cycle like this only works if the underlying activity is real and the incentives create lasting reasons to participate.
Because a flywheel is only as strong as the activity that powers it
If rewards can bring users in but can't guarantee they'll stay, what comes next?
Maybe the answer isn't simply offering bigger rewards
Maybe it's giving people a stake in what they're helping build.
There's a difference between using a platform to earn a reward and participating in an ecosystem you have a reason to care about over time.
Ownership can change that relationship.
It doesn't guarantee loyalty. But it can give participation a longer-term purpose.
The question is no longer just how to reward users
It's how to make them feel invested in the outcome
Mad Limen retweeted
Every new rail for agents to transact just multiplies the number of ways things can go wrong at machine speed.
The way I'd point to is decentralized AI adjudication: independent validators running different models review a disputed outcome, and appeals expand the validator set until either a majority agrees or the question gets marked undecidable. Cheap, fast resolution is what restores the practical right to challenge decisions for people a $500 process would price out.
What convinces me will be consistency of rulings at scale though, not the mechanism on paper.
Having a file doesn’t mean you have permission to use it.
Imagine you’ve downloaded a music track and want to use it in your video.
You have the file. You can play it, send it to a friend, or add it to your video.
But can you publish that video commercially? Can you use the same track in an advertisement? Or do you need a license first?
These are different questions.
- Having the file means you can access a copy of the work.
- Owning the work concerns who holds the relevant intellectual property rights.
- A license defines the conditions under which you’re allowed to use it.
This distinction matters even more as AI becomes better at finding and working with content. A tool might find millions of images, songs or videos but finding a work doesn’t tell it what uses are permitted.
So the challenge isn’t just access to content. It’s understanding who can grant permission and exactly what that permission covers.
And when an AI agent is expected to make these decisions on its own, how should it access that information?
Imagine asking an AI tool to find music for your video
A few seconds later, it finds a track that fits perfectly. But one question remains: Are we actually allowed to use it?
Licensing information can be scattered across websites, lengthy documents and platform-specific terms. It can take time for a person to track down and understand. For an AI agent expected to make decisions quickly, the problem gets even harder.
Finding a piece of content is not the same as having permission to use it.
As AI gets better at finding, selecting and using content, one question becomes harder to ignore:
How can it know what it’s allowed to use and under what conditions?
That’s where this conversation begins
Mad Limen retweeted
Did someone say @RYFTCORP?👀🔥
We're excited to announce our collaboration with Ryft Coop.
As part of this collab, we've secured a number of spots that will be distributed among our GIGA CHADS community members.
Stay tuned for more details and make sure you're in our discord so you don't miss out!!
GIGA × Ryft Coop
