Joined January 2017
2,206 Photos and videos
Pinned Tweet
4 Oct 2025
IDOs are on 🔥 lately @falconfinance 's FF did 19x ( ATH) @boundless_xyz 's ZKC did 6.17x (ATH) @Lombard_Finance 's BARD did 3.38x (ATH) here's how you can position for the next big one @MMTFinance 🧵
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nah wth
Wow this new @Pumpfun update is insane This guy just opened a $690K bounty Should I try it?? 🤯
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tf i read
Who wants early access to perps on @opensea ? 👀
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This country is cooked, roasted and grilled at peak rn
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Maddmaxg retweeted
Last day to support @ScarRetreival at @Giveth Every donation goes to open source harness that the security auditing needs. qf.giveth.io/project/scar:-a…

Building the first end-to-end smart contract audit stack where every layer is grounded in retrieval at @ScarRetreival The keystone is SCAR — a sparse code retriever I built that hits R@10 = 0.901 retrieving from a 232k-contract corpus in 114ms. BM25 collapses to 0.308 at that scale. What that unlocks across the stack: Layer 1 (next) — agent harness calls into the tool layer Layer 2 (built) — SCAR reranker context-aware MCP, exposed to any agent (Claude/GPT/Qwen) over MCP Layer 3 (training data built, RL env next) — GRPO with verifiable rewards: the retriever grades the model Layer 4 (next) — Qwen3.6-27B, SFT → GRPO against SCAR The novel bit: SAE-LoRA — low-rank adaptation of Sparse Autoencoder encoder weights. 4.6M params (0.3% of the backbone) turns reconstruction features into retrieval-discriminative ones. 37.6× over the frozen SAE baseline. Weights, training pairs, eval set all open-source.
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Maddmaxg retweeted
Won $400 at the @lifiprotocol DeFi Mullet Hackathon — developer track. Adding $100 of my own. The full $500 → @Giveth Ethereum Security QF round. qf.giveth.io/qf/ethereum-sec… $10 to each of 50 projects securing this ecosystem. Thanks @PhilippZentner @brucexu_eth @kenny_io @arjunnchand
Replying to @brucexu_eth
Developer Tooling 获奖项目: 🥇 EarnForge —— 一个覆盖 SDK、CLI、React hooks、MCP tools、bot 和 studio 的 LI.FI Earn 全栈工具包: x.com/LifeHodlr/status/20442…
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Maddmaxg retweeted
been heads-down on this for 5 months. The SCAR technical report is out on the project handle. R@10 = 0.90 over 232k Ethereum contracts (BM25 collapses to 0.31). 47× faster latency. SAE-LoRA, 4.6M added params. Paper soon on Arxiv! Full ablations EVMBench validation in the thread. @ScarRetreival 👇
TECHNICAL REPORT — TL;DR Every AI audit tool launching in 2026 has the same hidden weakness. They reason about code without grounding in actual audit precedent. No retrieval substrate underneath. SCAR is that substrate. Retrieving over 232,000 Ethereum smart contracts: BM25 collapses. R@10 = 0.31 SCAR holds. R@10 = 0.90 Same hardware SCAR is 47× faster (114ms vs 5,433ms). The missing layer underneath every audit AI👇
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Maddmaxg retweeted
SCAR is in @Giveth 's Ethereum Security QF round, closing May 15. Funded by TheDAO Security Fund — repurposing 75k ETH from the 2016 hack into ethereum security work. QF math: $5 from 100 unique wallets matches more than $500 from one whale. qf.giveth.io/project/scar:-a…

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Maddmaxg retweeted
TECHNICAL REPORT — TL;DR Every AI audit tool launching in 2026 has the same hidden weakness. They reason about code without grounding in actual audit precedent. No retrieval substrate underneath. SCAR is that substrate. Retrieving over 232,000 Ethereum smart contracts: BM25 collapses. R@10 = 0.31 SCAR holds. R@10 = 0.90 Same hardware SCAR is 47× faster (114ms vs 5,433ms). The missing layer underneath every audit AI👇
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do check out my bro's new tool which actually makes a difference for our crypto space 🙏🔥
"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.
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Maddmaxg retweeted
"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.
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Maddmaxg retweeted
Apr 29
Yolomarkets ❌ Fuss ✅ Fuss has a new home. Handpicking early users, register: forms.gle/2bq3ZjHPXuijoT58A
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Just gave Kate oral sex. Goodnight everyone.
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Maddmaxg retweeted
Apr 21
Who am I? Hi, I am krate. Been in the space for the last 4-5 years and worked as GTM lead (real one) and did BD/sales (real one) for 3 crypto companies in the past. My story is rather strange. I started hustling in grade 9th - my first gig was selling refurbished air conditioners (buying from a rich city at a cheaper rate and selling back in my hometown for 30-35% profit margins) Did some dropshipping after this. After my high school, I did a few internships. One of the internships helped me break into b2b sales/partnerships, which was good. Started working full-time in crypto after a few weeks at a marketing agency, then a product-based company. I'm a narrative engineer. I enjoy creating. > did hard sales/bd > did product led gtm But for the last 6 months I have been deep diving into everything AI. > I can use any app, tool, write code, create designs, do videos, and animations. Maybe not like an expert, but pretty much everything with AI now. And I am building @yolo_markets with @kyachad and @khaos_maxxing - genuinely super smart guys. Once I genuinely believed in Ben Pasternak's vision for Believe about ICM (like everyone else), why am I saying this? There was a prejudice that crypto could only tokenise web2 financial assets/rwas like equity and commodities, but it can literally make anything tradable. ICM, when it became a consensus, showed what's truly possible with tokenisation and new asset structures. I mean, trenches were on fire betting on ponzis. That's why we were like - why not make attention - a tradable asset. > Genzs are spending more time on phones/internet. > AI will end labor > speculative assets will rise > people will escape permanent underclass through all means. If you ever truly think about crypto, It will 100x from here - governments will collapse, a new world order will be established and hypergamflication will become a core job - who becomes the beneficiary? crypto. That said - Yolomarkets (rebrand soon) will win. We will win. I will keep writing more. Krate!
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Maddmaxg retweeted
Heya! I just built EarnForge with LI.FI Earn — the missing developer toolkit for 635 vaults across 16 chains. One typed SDK powering 7 surfaces: CLI, React hooks, MCP server, Telegram bot, agent skill, docs site, and a visual studio. 18 API pitfalls handled. 458 tests. All on npm. @lifiprotocol @kenny_io Track: Developer Tooling #DeFiMullet
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this hurts more than toe crushin in door @edendotlol 🥲
Mar 29
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Europe is about to get doomed
🚨🚨| JUST IN: Adolf Hütter is understood to be a serious contender if Igor Tudor is sacked as Tottenham coach. ⚪️👔 [@Telegraph]
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senses an potential bangerrr on tl @tweem ers:

ALT Demon Slayer Muzan GIF

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when u realise these polymarket bot posts are just bs to engage for grocery payouts

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Maddmaxg retweeted
I Saved Injective's $500M. They Pay Me $50K. I like hunting bugs on @immunefi . I'm decent at it. - #1 — Attackathon | Stacks - #2 — Attackathon | Stacks II - #1 — Attackathon | XRPL Lending Protocol - 1 Critical and 1 High from bug bounties (not counting this one) Life was good. Then I found a Critical vulnerability in @injective . This vulnerability allowed any user to directly drain any account on the chain. No special permissions needed. Over $500M in on-chain assets were at risk. I reported it through Immunefi. The next day, a mainnet upgrade to fix the bug went to governance vote. The Injective team clearly understood the severity. Then — silence. For 3 months. No follow up. No technical discussion. Nothing. A few days ago, they notified me of their decision: $50K. The maximum payout for a Critical vulnerability in their bug bounty program is $500K. I disputed it. Silence again. No explanation for the reduced payout. No explanation for the 3 month ghost. No conversation at all. To be clear: the $50K has not been paid either. I've seen others share bad experiences with bug bounty payouts recently. I never thought it would happen to me. I can't force them to do the right thing. But I won't let this be forgotten. I will dedicate 10% of all my future bug bounty earnings to making sure this story stays visible — until Injective pays what I deserve. Full Technical Report: github.com/injective-wall-of…
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红包来了 🧧 Just unsealed my @MezoNetwork Red Envelope (V328PEE). Phase II of the MEZO airdrop is here, and this is where allocations grow. Unseal yours 👇 mezo.org/feature/rewards
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