FungubleNikee ✒️ retweeted
something interesting about @vangrid_io just went live
vangrid agents are now minting, introducing an identity layer for people participating in the physical ai network
but the part worth paying attention to is the contribution boost
each agent increases the points earned from future contributions
common gives 5%, rare 10%, epic 15% and legendary 25%
the boosts stack, with a maximum of 25%
i like the idea of connecting identity with actual participation rather than making it just another collectible
as vangrid expands its network of real world captures, having a recognizable identity layer could become an interesting part of how contributors interact with the ecosystem
physical ai needs data, but the network also needs people who keep showing up to collect it
the grid is getting an identity
Mint is live.
Claim your identity for the physical AI era. Every agent boosts your points 👇
opensea.io/collection/vangri…
FungubleNikee ✒️ retweeted
My Sorsa score is going up, and I want to say thank you.
I lose my accounts every year and start from zero every time. Seeing the score climb again tells me the work still counts and real people still show up.
Thank you to everyone who has stuck with me through the restarts. I'm still here and still building.
I want to start October with a big thank you. 🙏
My Sorsa score moved from 56 to 111 in just a few days. That's almost double, and it didn't happen by luck. It happened because of you: everyone who liked, commented, reposted, and joined the conversations around my content.
Creating in Web3 isn't always easy. Some days the work feels quiet, but moments like this remind me that consistency pays off and that real people are paying attention. I don't take that for granted.
To everyone who has supported me, whether you've been here from day one or just found the page, I appreciate you. This is your win too.
This month, I'm pushing harder: more value, more insights, and more content that helps people understand crypto, DeFi, and emerging tech.
@Cryptking_1 @web3_marine @AndreWGMI @IParvel56536 @JordanOnChain ❤️🩹❤️🩹❤️🩹
FungubleNikee ✒️ retweeted
I checked the gauge at 7:12pm on Wednesday and saw it was still half full.
I told my neighbour in Akure we did not need more fuel. His side had the fridge and a few bulbs. Mine had the freezer that cycled all night. By 6:40am on Thursday the freezer had finished the rest. His side was still running. The gauge had lied by half a day.
That is the part most leverage products ignore. They size by the last reading and treat every asset as if it burns the same way.
@2FactorFinance, live on Base and working with Coinbase, brings Kelly-optimized leverage onchain so the multiple follows the actual burn. Bitcoin’s volatility near 60 percent closes the productive band early, which is why the junior side targets about 1.33x. Equities near 16 to 19 percent stretch the band past 3x. One side absorbs the downside first and is paid for it. The other carries the leverage with no liquidation and no external hedging counterparty. Tokenized stocks on Base are the cleanest place for that structure.
I joined the Season 1 Points Program. Marks come only from verified social activity, education, and referrals. No purchase, deposit, or holding earns them. Marks have no cash value, cannot be transferred, and give no claim on any token. When the leaderboard freezes at launch, the top 10 split 1 BTC, paid in cbBTC.
points.2factor.finance/r/gnl…
Which gauge did you trust past its last reading? What finished first?
Where I am from, an apprentice sweeps the shop for a year before touching the tools. No pay. Just sweeping. The master watches one thing: who shows up when nothing is promised.
That is the first thing I recognized in @2factorfinance Season 1. Marks come only from verified actions. Posts. Education. Referrals. Deposits, purchases, and holdings all score zero. Only verified effort moves your rank.
The prize is honest too. 1 BTC, paid in cbBTC. Fixed supply no team can print. Split across the top 10 when the leaderboard freezes at launch. Rank 1 takes 18.2 percent. Rank 10 takes 1.8 percent. Marks hold no cash value and cannot be transferred.
The product underneath is worth the apprenticeship. Leverage decays two ways. Volatility drag grinds you down even when direction is right. Financing drag is the rent on borrowed money. Kelly sizing picks the multiple where growth still beats both. Near 60 percent Bitcoin volatility, that lands around 1.33x.
The structure splits risk in two. Senior capital funds the exposure. Junior holds it with no liquidation price. Public beta is live on Base. Bitcoin first, then stocks, inside Coinbase's tokenized stocks ecosystem.
I joined to learn the trade with zero deposit on the line.
Start here and grab your own link: points.2factor.finance/r/uxs…
Defend your pick: should rewards go to the earliest believers or the hardest workers?
FungubleNikee ✒️ retweeted
went hunting for the catch in this campaign. Traps hide in three places; I checked each.
•Cost of entry: effort only. Posting, studying and referring are credited as Marks once verified; buying or parking idle funds adds zero.
•Reward: Season One ends at launch, freezing the ranking. Ten accounts share one BTC (cbBTC), from 18.2% for first place to 1.8% for tenth.
Those points can't be cashed out, moved, or redeemed for anything.
•Engine: @2FactorFinance, native to Base, working with Coinbase, sizes leverage by the Kelly criterion for tokenized stocks. Volatility tied to every asset sets the gearing, so Bitcoin lands near 1.33x rather than a flat 3x.
Putting stocks onchain fixed distribution and skipped structure. This is an attempt to add it.
Link (qualified entries credit me):
points.2factor.finance/r/1oi…
Your move: name the rule you'd demand from a scheme. I'll test this one against it live in the replies.
FungubleNikee ✒️ retweeted
A building mounted on rubber bearings can ride out an earthquake that cracks the one next door. The ground moved just as hard under both. The only difference was how that force was allowed to arrive.
That is the closest thing I know to what @2FactorFinance is doing, and its public beta is now live on Base.
Instead of handing every asset one multiplier, it splits volatility into two perpetual sides. One side is cushioned against deep falls and is paid a premium by the other. The other carries amplified exposure with no liquidation risk and no outside hedger standing behind it. The movement goes into the bearings, not into the holder. It is built for buy-and-hold, which is the part leverage was never designed for.
The multiple is Kelly-optimized and tuned per asset rather than picked. Bitcoin moves near 60 percent, so the band closes early and the junior targets about 1.33x. Equity volatility sits at 16 to 19 percent, which puts the S&P near 2.1x and gold near 2.35x. Same mechanism, different bearings for different ground.
That is why the announcement reaches past BTC. Tokenization put equities onchain and left the structure behind. Coinbase's tokenized stocks crossed $1 billion in DEX volume on Base over 30 days and grew from four tickers to ten. Bitcoin was the proving ground, not the destination. First Bitcoin, then stocks.
Season One of the Points Program is open. Marks come only from verified actions: posting, learning, bringing people in. Depositing or holding earns none. The top ten split 1 BTC in cbBTC on a fixed curve from 18.2 percent at first to 1.8 percent at tenth, and the board freezes when the product launches.
Marks have no cash value, cannot be transferred, and are not a claim on any token or asset.
If you had to size one asset by its own behavior instead of a number someone printed on a page, which would it be: BTC, gold, or a tokenized stock? One word is fine, and I will reply to every one.
Season One: points.2factor.finance/r/axo…
Salt makes a dish better right up to the pinch that ruins it. The right amount is set by the ingredient, not by how much flavour you want.
Fish takes very little. A pot of rice takes a lot. And you cannot take salt back out once it is in. Leverage has the same shape.
There is an amount that helps, the ingredient decides it, and for Bitcoin the ceiling is roughly 1.33x. Most products salt everything at 3x and let volatility drag do the tasting, months later, when the position is flat and the chart is not.
2Factor Finance tastes the dish first.
The leverage is Kelly-sized per asset, it runs on Base alongside Coinbase, Bitcoin comes first with tokenized stocks behind it, and the junior side cannot be liquidated.
I am in Season 1 of the Points Program at @2FactorFinance. Marks there come only from verified social, education and referral activity, and the top 10 on the leaderboard share 1 BTC paid in cbBTC.
Anyone who joins through my referral lands on that same leaderboard: points.2factor.finance/r/i06…
If Bitcoin takes 1.33x, how much would you give a tokenized Nvidia, how much a tokenized S&P 500, and which position have you oversalted the worst?
🤝 Paid partnership
A troll comment buried in a PDF once got my AI assistant to delete notes I never asked it to touch.
The file was meant to be read, not obeyed. Give that same weakness access to a wallet, and the consequences get expensive fast.
In May 2026, someone hid a transfer instruction in Morse code in an X post. Grok decoded it and passed the text to Bankrbot, an agent that executes onchain transactions from X posts. Around $200,000 in tokens moved.
That's prompt injection: a command smuggled into content an AI is only supposed to read.
@GenLayer's Greyboxing rewrites incoming text before any model sees it. Each validator screens and restructures the input using its own secret defenses, then runs its own model. If one is fooled, the others can outvote it.
How much should validators rewrite incoming text to block hidden instructions without changing what the user actually meant?
FungubleNikee ✒️ retweeted
Every leveraged product you have used had someone shorting on the other side of it.
That is where the cost comes from. Hold it long enough and the bill does damage before the market does.
@2FactorFinance just put its public beta live on Base, and it removes that counterparty. Kelly-optimized leverage for buy-and-hold investors, first Bitcoin, then stocks, built with Coinbase for its tokenized stocks ecosystem.
The design splits one asset into two perpetual tranches:
• A senior side with deep downside protection
• A junior side carrying the leverage, with no liquidation risk and nobody hedging it from outside
What the junior pays for that exposure is what the senior earns. Leverage priced against the cost of stable capital instead of the cost of shorts.
The multiple gets measured, not chosen. At Bitcoin's roughly 60 percent volatility the junior targets about 1.33x, which is why 2x and 3x BTC products decay. At equity volatility of 16 to 19 percent the band runs past 3x. Their research puts gold near 2.35x and the S&P 500 near 2.1x. Bitcoin is the hardest case, which is exactly why it is where the mechanism gets proven first.
Two things I hold them to. The junior can lose its entire value, and senior protection is a buffer rather than immunity. Cheaper leverage is still leverage.
I joined Season 1 of the Points Program to follow it. Marks come from verified social activity, education and referrals, nothing from buying, depositing or holding. Season 1 closes when 2Factor launches, the leaderboard freezes, and the top 10 split 1 BTC paid in cbBTC on a curve from 18.2 percent at rank 1 to 1.8 percent at rank 10. Marks have no cash value, cannot be transferred, and are not a claim on any token or asset.
If you join through my link and qualify, I may earn Marks:
points.2factor.finance/r/axo…
Which bothers you more, a multiple chosen for you, or a multiple that only holds while you keep paying to keep it?
FungubleNikee ✒️ retweeted
Our church workers run an esusu. The most senior workers pay extra and the most junior workers get it, and the seniors do it to support the juniors.
@2FactorFinance uses the same two words with the payment reversed. Its beta is now open on Base, offering long holders Kelly-optimized leverage, meaning the amount that compounds best over time. Bitcoin is first, stocks next.
The volatility of an asset is shared by two layers. The senior layer is shielded deeply against losses. The junior layer carries the extra exposure, and its holders pay a price for that leverage.
In church, help flows down out of care. In 2Factor, whoever wants more exposure pays for it. That payment is a price, not a favour.
The junior layer can't be liquidated, meaning it is never closed out automatically at a loss. On Bitcoin, its Kelly-optimized multiple is about 1.33x.
Coinbase works with 2Factor on Base, and the target after Bitcoin is Coinbase's tokenized stocks.
I'm in the @2factorfinance Points Program. Season 1 rewards social activity, education and referrals, and the top 10 on the leaderboard split 1 BTC, paid in cbBTC.
I may earn Marks, Season 1's points, if you join through my link:
points.2factor.finance/r/9bp…
Where else have you seen the side that wants more pay the side that carries less risk?
The most dangerous AI in the $200,000 theft was not the one holding the money.
It was the translator.
Someone hid a transfer order inside Morse code and asked Grok to translate it. Grok did its job perfectly. It decoded the message, cleaned it up, and handed it to Bankrbot as plain text. Bankrbot read an instruction in what looked like an ordinary message and moved around $200,000 in tokens.
Nothing was hacked. A helpful tool carried a stranger's command across the border, word for word, because carrying things faithfully is what it is for.
That is prompt injection when the reader controls a wallet. The payload survives because every step on the way was built to preserve it.
This is the part of Greyboxing I keep coming back to. On @GenLayer, user text never reaches a model in its original form. Every validator rewrites the input first, screening it, paraphrasing it, restructuring it, each with defenses it keeps secret and a model of its own.
A smuggled instruction is written for one reader and tuned against one system. After rewrites by validators it cannot study, whatever arrives is a rumor of the original. Rumors do not move wallets.
And if one validator still falls for what is left, the rest outvote it.
One lock can be studied until it opens. A lock that changes shape in secret gives an attacker nothing to rehearse against.
You paste text written by strangers into AI tools every day. We all do. What would change if every tool treated that text as something to rewrite first, instead of instructions to obey?
FungubleNikee ✒️ retweeted
Most people spend weeks picking what to buy and about four seconds picking how much.
@2factorfinance is built around the second question.
It's in public beta on Base and brings Kelly-optimized leverage to buy and hold investors. Kelly sizing depends on an asset's drift and its volatility, so the multiple is sized to each asset's own numbers instead of a flat 2x or 3x. It starts with Bitcoin, with stocks planned after that.
I joined the Points Program to learn it from day one. Season 1 is social activities, education and referrals. When it closes, the top 10 on the leaderboard split 1 BTC, paid in cbBTC.
Curious how the sizing works for each asset? Join through my link and follow along: points.2factor.finance/r/a7c…
"You don't wanna be in the spotlight."
Bro I was born in it. Melon helmet, 10/10 frame, the ring light follows me.
Real influence over the male youth is a burden. Everyone wants you to act a certain way.
I act like a cat. Cortisol flat. 🐈⬛
🤖 Made with AI
FungubleNikee ✒️ retweeted
Most leveraged products use daily resets and financing costs.
Those features can create a gap between average daily returns and the result that compounds in a longer-term account.
The longer the holding period, the more those structural costs matter, which is one reason many people treat 2x and 3x products as shorter-term trades rather than positions they intend to hold for months or years.
2Factor Finance uses a different approach.
It applies Kelly-optimized leverage sized to each asset’s volatility and drift, aimed at buy-and-hold investors who want amplified exposure they can keep for months or years.
According to the project, Bitcoin’s target is approximately 1.33× on cbBTC. Stocks receive their own targets under the same process
@2FactorFinance public beta is live on Base.
It starts with Bitcoin and extends to Coinbase’s tokenized stocks. Leverage is sourced from stable-yield capital rather than shorts.
The project states that, based on its calculations, this reduces the all-in cost of holding a leveraged single-stock position by roughly 75% versus the conventional leveraged-ETF structure.
Exposure is split into a protected senior side and a leveraged junior side. The junior side is structured without a liquidation mechanism, though the underlying exposure still carries risk.
I joined the Points Program. Season 1 rewards only verified social activity, education, and referrals, not buying, depositing, or holding. Per the current program terms, when Season 1 freezes at launch, the top 10 on the leaderboard split 1 BTC, paid in cbBTC.
Marks have no cash value, cannot be transferred, and are not a claim on any token or asset.
If you join through my link and qualify, I may earn Marks:
points.2factor.finance/r/a7c…
Would you rather hold leverage structured around daily trading, or leverage sized and funded for longer holding periods, understanding the risk still remains?
FungubleNikee ✒️ retweeted
I have never seen a points program that pays for homework. Season 1 of @2factorfinance does, and I had to sit with why.
The actions that earn Marks are verified social posts, education tasks and referrals. Social posts and referrals are the usual currency. Education is the strange one. Until you look at what the product is.
2Factor builds leverage meant to be held, not watched. Each asset's volatility is split into two tranches: a senior with deep downside protection, and a junior carrying the amplified exposure, with no liquidation risk and no external hedging counterparty. Sizing follows the asset, Kelly-optimized per its own drift and volatility, which is why the junior targets about 1.33x on Bitcoin and runs higher where volatility runs lower. None of it is complicated. All of it is easy to half-follow, and half-following leverage is how people get hurt.
That is the case for education being on the list. A leverage protocol's real safety feature is a user base that understood the machine before touching it. The senior tranche protects the downside inside the structure. Education Marks protect the downside outside it.
So this is a points program that pays you to learn what you are holding. I joined. Nothing you buy, deposit or hold earns anything. The leaderboard freezes when the protocol launches, and the top ten split 1 BTC, paid in cbBTC, on a fixed curve from 18.2 percent at rank 1 to 1.8 percent at rank 10. Marks carry no cash value, cannot be transferred, and are not a claim on any token or asset.
Most programs rent attention. This one pays for understanding.
If you are joining Season 1: points.2factor.finance/r/1hl…
Joins through my link may earn me Marks.
What is one thing you believed about leverage that turned out to be wrong?
FungubleNikee ✒️ retweeted
Tokenized stocks built their trading rails first. This beta is the first piece of infrastructure for the people who stay.
The announcement leaves builders a question: what can developers build around assets that people intend to hold? Everything around tokenized stocks so far assumes turnover. Everyone shipped the exchange. Nobody shipped the decade.
The public beta from @2FactorFinance is live on Base, working with Coinbase to bring Kelly-optimized leverage to its tokenized stocks ecosystem. First Bitcoin, then stocks. Sizing is asset-specific, derived from each asset's drift and volatility. Exposure splits into a protected side and a leveraged side with no liquidation line and no external hedging counterparty, with leverage sourced from capital seeking stability instead of short markets. That is the primitive: exposure shaped to the holding decision.
I joined the Points Program to follow what gets built. Marks come only from verified social activity, education and referrals. When Season 1 freezes at launch, the top 10 split 1 BTC, paid in cbBTC. Marks have no cash value, cannot be transferred, and are not a claim on any token or asset.
The link is mine, so the disclosure is simple: if you qualify through it, I may earn Marks. points.2factor.finance/r/81q…
If you were building for the people who stay, what would you ship first?
























