Indie AI Researcher(AI safety, Agentic RL and structured data) Built @Scarai_xyz (sparse retrieval for smart contract security)
Mumbai, India
Joined March 2016
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- Following1.6K
- Followers761
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Pinned Tweet
"I remember reading this exact bug 18 months ago in a @code4rena contest. I cannot, for the life of me find it again."
Auditors don't have a search problem. they have a recall problem.
Scar fixes that.
R@10=0.901 over 232k smart contracts at 114ms.
live demo at scarai.xyz.
farseen.eth retweeted
TheDAO’s first Ethereum Security QF Round funded 134 projects.
Over the last few months, we’ve been checking in with grantees to see what happened next, how the funding was used, what changed, and what they’re building now.
Today, we’re sharing the first spotlight: @dedaub.
👇
paragraph.com/@thedao.fund/g…
You see a insanely good crypto card thats paying 25% off on AI subscriptions you get wet-> sign up-> not available in your region.
Every fucking time.
farseen.eth retweeted
How I take part in a Republic raid 🧵
Step 1: Browse open raids and pick one that actually fits what I can prove — skills, work, or story. No point forcing a submission I can't back up.
farseen.eth retweeted
Allow me to reintroduce @jumperapp.
Our vision for Jumper is to be the super-app for onchain finance.
Jumper is the super-app that brings every product (swaps, bridging, earn, perps) and every asset onchain (memecoins, majors, alt-coins, tokenized stocks, real world assets) under one roof.
We want Jumper to be the home for all onchain activity for a user.
With proven distribution, 41 billion dollars in lifetime volume and 100k monthly active users - Jumper has strong fundamentals.
With strong execution, we believe Jumper can become the #1 app in crypto in the coming years.
It’s a big market, with a lot of competition.
And my bet is that it’ll be a crypto-native team that wins this market.
Fomo has shown what’s possible when crypto native teams abstract the blockchain complexity and just focus on things that matter - assets and markets.
The next chapter of Jumper is going to be all about that - assets and markets.
It’s going to be fun.
Locked in.
farseen.eth retweeted
Umm so at 1.5b - 2b fdv, I'll be making around $65k - $87k
Fun fact- we still got around 3 months to get our hands on those seccyy points, so let's keep accumulating:))
No external makers, no OLP points, Entire 32% of $VAR to it's traders and super Curious for the upcoming partnership, let's see how things unfolds..
gvar😚🫀
Variational's recent performance has been genuinely impressive with daily volume going past above $1.5B and OI above $950M.
And guess what The most interesting part isn't the current numbers, it's what happens if TradFi assets become a major part of the platform 👀
New categories will add more participants which will eventually lead to new ath daily volumes and higher Open Interest ( generally leads to deeper liquidity )
Still early and team is executing at a very high level, excited to see what happens when TradFi perps scale.
Keep accumulating 👀🫀
farseen.eth retweeted
$10,000 USDC up for grabs.
Swap $250+ into eligible Coinbase Tokenized Stocks on @base through Jumper to enter the raffle.
More volume = more chances to win.
Ends September 21.
Jump in: jumper.xyz/missions/coinbase…
farseen.eth retweeted
Onchain security is everyone’s problem and nobody’s job.
ETHSecurity Initiatives is how we are changing that.
Propose the work. Fund the work. Build the work.
initiatives.thedao.fund/
farseen.eth retweeted
Make the Jump.
waitlist.jumper.xyz
🟪🟪🟪🟪🟪⬜️⬜️⬜️⬜️⬜️
farseen.eth retweeted
What happened after the Ethereum Security QF Round?
100+ project updates are now live on TheDAO’s transparency page.
See what teams did after the round, how they used the funds, and what their work is making possible for Ethereum security.
↓
thedao.fund/transparency
Excited to share that our team was accepted into the @E2B for Startups program in less than an hour! 🚀
We received $20K in E2B credits + E2B Pro Tier to help build @ScarRetreival , open evaluation infrastructure for AI smart-contract security: an agent is handed a contract that was actually exploited on-chain, writes a patch, and we replay the real attack against that patch on recorded chain state. Every episode is untrusted, model-written Solidity that has to compile, execute, and be graded by tests the agent must not read or overwrite. We have already caught one agent overwriting its own reward file and another reading the grader source from inside the container, so the isolation has to be real.
Big thanks to @E2B — handles all the sandbox infrastructure so we can focus on building the actual product. If you are early startup, check out if you are eligible for the program here: e2b.dev/startups!
farseen.eth retweeted
introducing rumik oss 1
india's first state of the art open source, fully pre-trained voice model capable of speaking 20+ languages
trained on only 66k hours of data, it beats even the top closed models on multiple benchmarks including emotion realism
weights are now live 👇🏻
Update on SCAR (AI retrieval for smart contract security), funded in the Ethereum Security QF round: $2,363 in donations + 2.21 ETH matching.
Thank you @thedaofund @quantstamp @wintermute_t for the matching pool, @Giveth @griffgreen for running the round, and everyone who donated to an open-source security project built by one person.
This update is late. That's on me. Here's where the money went, what it built, and what's next.
TheDAO's Ethereum Security QF Round matching funds have officially been distributed 🛡️
What started as a 500 ETH matching pool from @thedaofund ultimately grew to 638 ETH+ thanks to support from across the ecosystem.
134 projects have now received funding to continue their work strengthening Ethereum security.
A huge thank you to every donor, contributor, and project that made this round possible.
Alongside the research we shipped web3ctx, a version-true web3 context server for AI coding agents:
web3ctx.scarai.xyz, endpoint at mcp.scarai.xyz
Listed in the official MCP registry, ~2k requests a day.
Every answer cites commit-pinned sources you can re-fetch. Launch thread tomorrow from @ScarRetreival.
October: two arXiv preprints (SCAR, and a contamination-free benchmark for vulnerability retrieval), the datasets and clean split, a second-backbone validation, released weights.
After that, the goal is shared infrastructure: a public benchmark and leaderboard any audit tool can run against, and a hosted retrieval endpoint over audit findings. If you run an audit team and want to pilot it on real engagements, DMs are open.
