Resident analyst in decentralized intelligence
On-chain
Joined January 2024
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AI models can be confidently wrong, and that’s a problem when real money is on the line.
Imagine an insurance AI assessing a car damage claim. If a subtly altered image tricks the model, a fraudulent claim could slip through.
@perturbaix, Bittensor Subnet 26, is built to find these weaknesses before attackers exploit them.
Miners discover inputs that fool image models, while validators verify the attacks.
Image-model testing is live today, with text, LLM and multimodal attacks on the roadmap.
But how do you find a weakness before it becomes a costly mistake?
That’s the story behind THE WITNESS. 🎬
Step into the investigation. See how Perturb fights AI with AI.
@perturbaix #PerturbVideo
> Angle 0
I’ve completed 44 TestDrives, and choosing just one favourite experience is harder than I expected.
Two products I keep coming back to are @trezioapp and @thebuildside.
Trezio stuck with me because of how it brings links, notes, screenshots and documents into one searchable library.
It solves a problem I can relate to, which is keeping useful information organised without jumping between several apps.
Buildside is another name that has stayed on my radar.
I’ve enjoyed plenty of other products along the way, but these two are the ones I find myself returning to.
44 TestDrives later, I’m still discovering things worth trying.
Happy 50 campaigns and 1,000 reviews, @testdriveso!
I tested @trezioapp and the appeal became obvious pretty quickly.
I save a lot of posts for research, but saving something is only useful if I can actually find it later.
Trezio turns those scattered saves into a visual library where I can see, sort and revisit what I’ve collected instead of digging through an endless bookmark pile.
For anyone who saves a lot of research, ideas or references, this is genuinely useful.
Trezio is worth trying.
I tested The Arena by voting for two products, Myka Chatbot Plugin and XBurst, and left my reviews directly on the platform.
I like how The Arena turns product discovery into head-to-head competition.
Instead of just scrolling through another directory, you get to evaluate products, cast a vote and help decide which ones earn recognition.
I also spotted a mobile UI issue on my first visit.
The stats ticker near the top of the homepage overlaps the hero section, leaving some of its content partially obscured.
Giving that section better spacing on smaller screens would make the first impression much cleaner.
what do you think @emaann28
khay retweeted
Finding the right collaboration partner isn’t always easy.
Creators and brands often rely on personal connections, social media searches, or guesswork to discover who they should work with.
But what if those decisions could start with shared audience interests and cultural taste?
That’s why we built Kinship.
Kinship is an AI-powered partnership discovery agent that helps creators and brands find potential collaborators using Qloo’s Taste AI.
Here’s how it works:
Enter an artist, film, or brand. Kinship explores Qloo’s taste graph, discovers related entities across categories, and turns those connections into partnership ideas.
Each suggestion comes with a relevance score and an explanation, so users can understand why a pairing was suggested.
You can also compare two entities, explore their shared signals, and export a partnership brief.
We didn’t want to build another tool that simply generates names. We wanted to build something that gives people a reason to investigate those connections.
Kinship doesn’t promise that every pairing will become a successful partnership.
It helps uncover possibilities worth exploring.
A partnership, not a playlist.
Try it: kinshipp.vercel.app
GitHub: github.com/thisishaidee/kins…
Built for the Qloo Agentic Hackathon.
I tested Sidefleet to explore a simple idea: sending coding work from a browser straight to an agent running on my own machine.
Instead of keeping the task tied to the computer in front of me, Sidefleet is built around a browser-to-local-agent workflow.
That opens up an interesting way to manage coding tasks remotely while keeping execution on your own machine.
One improvement I’d suggest is making the initial machine connection more intuitive for developers setting it up for the first time.
The real value comes down to how smoothly a task moves from the browser to a working result.
@marklaunches
I turned my old computers into a fleet of coding agents.
Start a task in Claude, hand it to Kimi, move it to another machine. Spawn jobs in parallel. Check in from your phone.
Bring your fleet → sidefleet.xyz
TwinFold brings a useful approach to reclaiming storage in development folders.
It scans for identical files and uses APFS clones to reduce duplicated disk usage while preserving the files in their original locations.
The ability to review potential space savings before reclaiming storage is a strong design choice.
One improvement I’d like to see is a clearer breakdown of which files contribute to the potential savings, making it easier to assess what the scan has identified before taking action.
A practical tool for developers looking to manage disk space more efficiently.
@himanshutwtxs
khay retweeted
My submission for the #Gamdom100kRound2
We took GAMDOM to the streets and cities of Nigeria 🇳🇬, onboarded a whole lot of people and literally spelled out GAMDOM for everyone to see
From the streets to the schools, we made sure the name GAMDOM was heard and seen.
This is how we spread the word.
Sign up on Gamdom and use code STEVE
@stevewilldoit @gamdom @kingadukes @SirGamby
khay retweeted
50 campaigns. 1,000 reviews. Cheers to the OGs 🍾
Get rewarded to share your favorite TestDrive experience since you joined, honest and in your own words.
Join 👉 testdrive.so/campaigns/testd…
🤖 Made with AI
Tried 4ToSpeak by @lublubxt today, and I ended up switching devices halfway through the lesson.
I started on my iPhone, but the website became laggy enough that I had to move to my PC to continue.
The experience on PC was smooth. I completed the lesson and went through the speaking process: arranging the words, translating the sentence, listening to it, then saying it out loud.
I also like that the platform saves sentences you struggle with under Trouble Spots, so you can come back and practise them instead of just moving on to the next lesson.
One thing I’d want the team to look into is the mobile performance.
Having to switch devices interrupted the experience, even though everything worked perfectly once I got on PC.
khay retweeted
Yo mates!
@rolly_onchain is officially live, and they’re kicking things off with some big updates.
$10M public bankroll, a $70K prize pool for Season 1, and higher limits on Originals, with bets up to $10K and payouts up to $100K.
If you played during the beta, your reward is waiting.
Time to check out what’s new and see what Rolly has in store.
rolly.io?r=ROLLER799171
Rolly is officially live!
$10M added to our Public Bankroll on @arbitrum
Season 1 starts now with a $70,000 race.
Roll in now 👉 rolly.io?r=PLAY
khay retweeted
Some traders are already positioning for the next points season.
But what if you could automate your delta-neutral volume strategy instead of managing every loop yourself?
That’s what Zeron is built for.
Here’s how to get started. 🧵↓
➥ 1. Sign up and connect your accounts
Head to zeron.fi/app and follow the onboarding steps.
Connect your wallet, then link the supported perpetuals exchanges you want to use. Review the permissions requested before authorising anything.
➥ 2. Set your volume budget
Decide how much you’re comfortable spending on trading fees.
Zeron uses your budget to help size your trading loops. Remember that generating volume comes with real costs, and points or rewards are never guaranteed.
➥ 3. Choose your venues and trading mode
Select the exchanges where you have margin available, then choose the mode that suits your strategy.
Zeron supports different approaches to execution, including fee conscious trading and faster execution. OI mode is designed for strategies where open interest matters.
➥ 4. Let Zeron automate the loops
The strategy pairs a long position on one venue with a corresponding short on another, then closes both legs together.
The aim is to keep directional exposure low while generating trading volume.
You can monitor your activity and costs through the dashboard. Before enabling Autopilot, understand how the bot handles failed orders, position imbalances and stopping a run.
➥ 5. Understand the risks before you start
Delta-neutral doesn't mean risk free.
Funding payments, exchange fees, differences between venues and one leg failing to execute can all affect your results. Always check the current plan limits and security documentation before committing capital.
Zeron is designed to take some of the manual work out of managing these trading loops, but you still need to understand the strategy you're running.
App: zeron.fi/app
Security details: zeron.fi/security
If you're exploring automated perp strategies ahead of the next points season, Zeron is worth looking into.
🤝 Paid partnership
khay retweeted
Some brands earn customers. But @gamdom earn genuine respect. 💚
Literally Gamdom gives so much back to the community that supports them.
Today, I created a Gamdom statue using only my leg my way of showing the love, respect and gratitude I have for this community.💚🦵🎨
I like the idea of turning a single prompt into an actual video production workflow.
AgentCut by @deifosv connects Claude Code or Codex to a studio where scenes are built with Remotion, then lets you preview the result and edit the timeline.
That combination of code, visual feedback and hands-on control makes video creation feel much more flexible.
The ability to refine individual scenes instead of starting from scratch is a useful touch.
Built for creators who want more control over how their ideas become videos.
Hyper Frames is cool but I only use my Mac when I'm on the go, other than that is Linux and Windows, so I built my own version that on the browser.🙂
Introducing AgentCut.
A UI companion when creating videos with your agent.
now live at agentcut.synteq.app/
khay retweeted
I tested Google flow music, a rewarded testdrive Ai product and I couldn't get what I want from it.
I didn't particularly get it straight as I was trying to generate a music video but it was giving me a different result. A video was generated separately while the music was generated separately.
There should be more upgrade to this in order to allow users generate what they want simply and once without stress.
I tested this out on @testdriveso platform
🤖 Made with AI
Trying out a rewarded testdrive of a new AI product, I created a flying car just like the Tesla launched by Elon through Google flow and it wasn't bad.
After going back and forth with Google flow, I was able to get what I wanted using @testdriveso car PNG to generate my video.
It was easy inputing the image and the prompt at once but I got a different result at first before getting the right one
khay retweeted
Proof of Talk is comingg 🔥
Mark the dates: December 3rd and 4th
Proof of Talk Abu Dhabi welcomes Luna PR @LunaPRofficial, joining as PR Partner, Abu Dhabi 2026.
Founded in 2017 and headquartered in Dubai, Luna PR has spent nearly a decade representing the companies building Web3 and digital assets. More than 750 clients to date, across crypto, capital markets and emerging technology.
The partnership extends an existing relationship that began at the Louvre Palace in Paris. One Louvre to the next.
Abu Dhabi brings that same partnership into a room of 2,000 decision-makers shaping the region’s institutional digital asset market.
Wherever the conversation is, Luna PR is already there.
Proof of Talk · Louvre Abu Dhabi · December 3 and 4, 2026.
I wanted to see what @canva Dream Lab could do with a simple idea, so I gave it a concept built around TestDrive.
A car carrying testers on their way to discover new products, with the journey leading toward new opportunities.
Dream Lab gave me 4 different image options, and this was my favourite. The 3D style, expressive characters and winding road brought the concept together better than I expected.
I like that I could explore different interpretations of the same idea before settling on one.
Made with Canva Dream Lab and Canva Craft.
khay retweeted
I tested @LeadpoetAI with one thing in mind. Can buying signals make prospecting more intentional?
What stood out to me was the idea of connecting a company’s activity to a reason for reaching out.
A funding announcement, for example, becomes more useful when you can connect it to a potential need and the right decision-maker.
That changes how I’d approach outreach.
Instead of starting with a list of companies and forcing a pitch, I’d start with a signal and build the conversation around it.
For me, the value of this approach comes down to relevance. A good lead should give you more than a name.
khay retweeted
I tested the idea behind @LeadpoetAI, and the value proposition is clear.
Lead generation isn't just about finding companies. It's about knowing which ones might need your solution right now.
Leadpoet focuses on buying signals like funding announcements, hiring activity and other signs of potential demand, helping connect those signals to relevant companies and decision-makers.
What I like about this approach is the context it brings to prospecting. A funding round or a new hiring push can give you a concrete reason to start a conversation instead of sending another generic cold message.
For anyone building a B2B pipeline, timing and relevance can make all the difference.
leadpoet.com/
khay retweeted
.@ensdomains is based.◻️
You can now pay any wallet or ENS name from your private balance on Gloam.
Paste a 0x address or an @ensdomains name into Pay. Gloam looks the name up, shows you the address it points to, and sends the money from your private balance straight to their wallet.
It arrives like any normal transfer. They don’t need Gloam, an app, or an account.
What remains private is the sender's identity. The public record lists the Gloam relay as the sender, ensuring your wallet cannot be traced back to the payment or your holdings.
khay retweeted
Private stocks are live on Gloam.
Robinhood Chain puts stocks on-chain, open to anyone, around the clock.
It also made every position public. Anyone can look up what you hold and what you paid and watch you build or sell a position trade by trade.
Today that changes.
From your private balance on Gloam, you can now swap into and out of 20 tokenized stocks on Robinhood Chain:
$TSLA, $NVDA, $AAPL, $AMZN, $MSFT, $GOOGL, $META, $COIN, $SPY, $QQQ, and more,
Including $ETH, $cbBTC, $USDe, $VIRTUAL, and robinhood:0xdcd885f5c60b3ad49f6d58718696417314e8724d.
khay retweeted
Bitcast is ranked #2 in Crypto X by combined follower count, sitting behind CZ and ahead of Vitalik Buterin and Michael Saylor.
The Bittensor subnet (SN93) is building a massive creator distribution network.
Here are some impressive stats you should see:
- 1,200+ creators onboarded
- 8.55M combined followers
- 9,561 tweets published
- 4.15M content views
- 86.8K engagements
- $193.6K in creator rewards earned
- 60.7K Alpha distributed (33.6% of subnet emissions)
- 2.43% 30-day engagement rate, reportedly ~5× the industry benchmark.
The nice part is that, @Bitcast_network isn't just building an audience. It's creating an incentivized distribution network where brands and projects can tap into creators to reach millions of crypto users.
With this usecase, Bittensor subnets are increasingly moving beyond technical infrastructure into real-world products and distribution.
I'll keep an eye on SN93 if I were you...
