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Grateful to have earned the Seal role.
This means a lot because I know the time and effort Iโve put into this journey.Happy to see my hard work paying off. This motivates me to keep learning, showing up, and contributing more.
Thank you, @dac_chain family! We keep building!๐
๐๐๐ญ๐ฎ๐ฆ: ๐๐๐ก๐ข๐ง๐ ๐๐๐ฅ๐ข๐ ๐๐ข๐ ๐ง๐๐ญ๐ฎ๐ซ๐๐ฌ, ๐๐ง๐๐ฅ๐๐ข๐ฆ๐๐ ๐๐๐ก๐๐ฏ๐ข๐จ๐ซ.
Around 20:05 on Oct 29, Binance's hot wallets came under attack, and roughly $6.3 billion in assets was drained within tens of minutes. The largest on record, according to public reporting. The investigation is still underway โ but several confirmed facts are worth a pause for anyone who builds systems, works in security, or deals with compliance.
The timeline:
The attack began at around 20:05 on Oct 29. Over the next 20 to 40 minutes, hot wallets across multiple chains were emptied one after another; a second wave of outflows followed at around 23:00. The pivotal move on Ethereum: at 20:20, a single transaction carried 50 EIP-7702 authorizations โ all validly signed by the hot wallet's own key โ delegating the wallet's execution rights to a contract the attacker had deployed in advance. About three minutes later (20:24), roughly $2.5 billion in assets left in a single transaction; the delegation wasn't revoked until around 00:10 on Oct 30.
Binance's preliminary investigation points to a compromised laptop belonging to a DevOps engineer, with additional intrusion points discovered afterward; at the same time, no evidence of leaked wallet private keys has been found. The attacker used self-destructing tooling โ destroying tools and traces as they went. That fatal delegation, in Binance's words, "did not go through normal approval controls."
Afterward, roughly $3 billion in assets was frozen on-chain, Binance covered the losses with its SAFU fund and company funds, and withdrawals resumed in phases.
๐. ๐๐ฏ๐๐ซ๐ฒ ๐ฌ๐ข๐ ๐ง๐๐ญ๐ฎ๐ซ๐ ๐ฐ๐๐ฌ ๐ฏ๐๐ฅ๐ข๐. ๐๐ก๐ ๐ฉ๐ซ๐จ๐๐ฅ๐๐ฆ ๐ฐ๐๐ฌ ๐จ๐ฎ๐ญ๐ฌ๐ข๐๐ ๐ญ๐ก๐ ๐ฌ๐ข๐ ๐ง๐๐ญ๐ฎ๐ซ๐๐ฌ.
What was broken here wasn't cryptography. No private keys leaked, every signature was valid, and the system executed each step strictly by the rules. From the machine's perspective, everything was "correct." From the perspective of accountability, there is no evidence that any informed person ever approved these actions through proper process.
This is the first distinction to get right: ๐ ๐ฏ๐๐ฅ๐ข๐ ๐ฌ๐ข๐ ๐ง๐๐ญ๐ฎ๐ซ๐ ๐ฉ๐ซ๐จ๐ฏ๐๐ฌ ๐จ๐ง๐ฅ๐ฒ ๐ญ๐ก๐๐ญ "๐ ๐๐๐ซ๐ญ๐๐ข๐ง ๐ค๐๐ฒ ๐ฌ๐ข๐ ๐ง๐๐." It cannot prove who was behind the key, whether they knew what they were signing, or which approval process was followed. The gap between the two is the real lesson of this incident โ and the blind spot of most systems today.
In Actum's four-chain framing: the authorization chain answers only "what was it allowed to do" โ never "what did it actually do." Equating authorization with behavior is equating the key with the person holding it.
๐. ๐ ๐ฉ๐จ๐ฌ๐ญ-๐ฆ๐จ๐ซ๐ญ๐๐ฆ ๐ญ๐๐ฅ๐ฅ๐ฌ ๐ญ๐ก๐ ๐ฌ๐ญ๐จ๐ซ๐ฒ. ๐๐ซ๐จ๐จ๐ ๐ซ๐๐ช๐ฎ๐ข๐ซ๐๐ฌ ๐๐ฏ๐ข๐๐๐ง๐๐.
A detailed technical post-mortem will follow. It's necessary โ but see it for what it is: an account reconstructed after the fact by the party involved, from whatever logs and records it could find.
The question is: when the attacker destroys traces as they go, what does a post-mortem stand on? If the logs lived in the same environment the attacker may have compromised, can the logs themselves be trusted?
What regulators, auditors, insurers, and users actually need are a few very concrete questions: what operations took place in those minutes, and in what order? Behind each critical action โ which person, which device, which approval? Were the records altered afterward? Can they be handed to a third party for independent verification?
There's a telling contrast in this incident: many key facts were reconstructed from the public ledger instead โ every on-chain transaction timestamped and hashed, checkable by anyone, which is how analysts produced a minute-by-minute timeline within hours. But the public ledger records only "how the assets flowed out," not "who inside did what." The outside books are crystal clear; the inside actions have to wait for a post-mortem report.
๐ ๐ฉ๐จ๐ฌ๐ญ-๐ฆ๐จ๐ซ๐ญ๐๐ฆ ๐๐๐ง ๐ง๐๐ซ๐ซ๐๐ญ๐ ๐ฐ๐ก๐๐ญ ๐ก๐๐ฉ๐ฉ๐๐ง๐๐. ๐๐ง๐ฅ๐ฒ ๐๐ฏ๐ข๐๐๐ง๐๐ ๐๐๐ง ๐ฉ๐ซ๐จ๐ฏ๐ ๐ข๐ญ.
๐. ๐๐ฌ ๐๐ ๐ฌ๐ญ๐๐ซ๐ญ๐ฌ ๐๐๐ญ๐ข๐ง๐ ๐จ๐ง ๐จ๐ฎ๐ซ ๐๐๐ก๐๐ฅ๐, "๐ฐ๐ก๐จ ๐๐ข๐ ๐ข๐ญ" ๐ ๐๐ญ๐ฌ ๐๐ฅ๐ฎ๐ซ๐ซ๐ข๐๐ซ.
Swap "hot wallet" for any critical system and the problem holds: did the approval really happen, or is it just an "approved" status in the system? Are operation logs stored independently of the protected system, where neither external attackers nor insiders can quietly erase them?
And the trend is magnifying the problem: AI agents increasingly execute actions on our behalf โ calling APIs, moving assets, changing parameters. As the executor shifts from human to agent, "who did this, and who is accountable" only gets blurrier. A post-mortem report will find it harder and harder to truly reassure regulators and customers.
This is what Actum is building: the Behavioral Trust Layer.
One critical action. Four questions:
๐๐ฎ๐ญ๐ก๐จ๐ซ๐ข๐ณ๐๐ญ๐ข๐จ๐ง: what was it allowed to do?
๐๐๐ก๐๐ฏ๐ข๐จ๐ซ: what did it actually do?
๐๐ฏ๐ข๐๐๐ง๐๐: can what was done be independently verified afterward, tamper-evident?
๐๐จ๐ฆ๐ฉ๐ฅ๐ข๐๐ง๐๐: does the record itself hold up to regulators and auditors?
That's also what PoHA (Proof of Human Action) means: every critical behavior leaves a verifiable, traceable, immutable record, so responsibility lands on a specific, accountable subject โ whether the executor is a human or an AI agent.
To be clear: an evidence layer doesn't replace security, and it can't guarantee a system won't be breached. It solves one thing โ after an incident, you can produce an independently verifiable chain of evidence showing what happened, who did what, and when.
$6.3 billion is a number that will be remembered. But the question more worth remembering: if it were you tomorrow โ in those few minutes, could you produce the evidence?
Khamees Mustapha retweeted
everyone in @ActionModelAI community is EATING
shout out to the community !!!!
wins , wins , wins
Khamees Mustapha retweeted
The final SIXR x ActionFi leaderboard is officially LIVE! ๐พ
After an incredible campaign with a $100,000 reward pool, we're excited to announce the final results of our first major ActionFi campaign!
A huge congratulations to all our winners and everyone who participated, completed tasks and helped make this campaign a success!
Want to see the final leaderboard?
Head over to our Discord or Telegram channel to view the full rankings and see who made it into the top 200!
Finished in the top 200? Make sure to check your email for your reward allocation and the next steps to claim.
Didn't make the leaderboard? You could still be a winner!
We've randomly selected 50 lottery winners, and emails will be sent out tomorrow, so keep an eye on your inbox!
But this is just the beginning!
Our next major ActionFi campaign is already LIVE, with $150,000 in SWEEP rewards up for grabs!
Head to the ActionFi tab on our platform to explore the campaign, complete tasks and start climbing the leaderboard.
We're continuing to bring bigger campaigns, more opportunities and more rewards to our community.
Thank you to everyone who made our first major campaign a success.
On to the next one!
Khamees Mustapha retweeted
it's rewards day for the @ActionModelAI x @SIXR_cricket $100,000 campaign!
Our final leaderboard is out. If you think you made the top 200 head to Discord or Telegram to check, also check your email for reward allocation and claiming instructions.
50 additional winners were selected through a lottery for those that didn't make the top 200.
emails are expected tomorrow, so keep an eye on your inbox.
congrats @popster_01 @Judederek1 @Akcyconnect @Unique___k and everyone else who made it! Tagging a few.
Our next major ActionFi campaign is already LIVE, with $150,000 in $SWEEP rewards up for grabs.
sign up and get started here: join.actionmodel.com/IIAMYERโฆ
The final SIXR x ActionFi leaderboard is officially LIVE! ๐พ
After an incredible campaign with a $100,000 reward pool, we're excited to announce the final results of our first major ActionFi campaign!
A huge congratulations to all our winners and everyone who participated, completed tasks and helped make this campaign a success!
Want to see the final leaderboard?
Head over to our Discord or Telegram channel to view the full rankings and see who made it into the top 200!
Finished in the top 200? Make sure to check your email for your reward allocation and the next steps to claim.
Didn't make the leaderboard? You could still be a winner!
We've randomly selected 50 lottery winners, and emails will be sent out tomorrow, so keep an eye on your inbox!
But this is just the beginning!
Our next major ActionFi campaign is already LIVE, with $150,000 in SWEEP rewards up for grabs!
Head to the ActionFi tab on our platform to explore the campaign, complete tasks and start climbing the leaderboard.
We're continuing to bring bigger campaigns, more opportunities and more rewards to our community.
Thank you to everyone who made our first major campaign a success.
On to the next one!
Hard work, consistency, and dedication really do pay off! ๐
Proud to finish #12 on the SIXR Leaderboard, earning a spot in the final Top 200 with 2,878,900 points and a $700 worth of SIXR tokens prize.
Big thanks to @ActionModelAI and @SIXR for this opportunity. This is another step forward, and I'm just getting started! ๐ฅ
The final SIXR x ActionFi leaderboard is officially LIVE! ๐พ
After an incredible campaign with a $100,000 reward pool, we're excited to announce the final results of our first major ActionFi campaign!
A huge congratulations to all our winners and everyone who participated, completed tasks and helped make this campaign a success!
Want to see the final leaderboard?
Head over to our Discord or Telegram channel to view the full rankings and see who made it into the top 200!
Finished in the top 200? Make sure to check your email for your reward allocation and the next steps to claim.
Didn't make the leaderboard? You could still be a winner!
We've randomly selected 50 lottery winners, and emails will be sent out tomorrow, so keep an eye on your inbox!
But this is just the beginning!
Our next major ActionFi campaign is already LIVE, with $150,000 in SWEEP rewards up for grabs!
Head to the ActionFi tab on our platform to explore the campaign, complete tasks and start climbing the leaderboard.
We're continuing to bring bigger campaigns, more opportunities and more rewards to our community.
Thank you to everyone who made our first major campaign a success.
On to the next one!
Khamees Mustapha retweeted
Your weekend plans just got a points upgrade ๐พ
ActionFi ร @SweepGlobal DOUBLE POINTS WEEKEND starts tomorrow.
From Friday through Tuesday, earn 2X POINTS on these new daily tasks added:
- Play Rugs Daily
- Play Up/Down Daily
Competing for a share of the $150,000 in $SWEEP rewards? This is your chance to earn more points and push higher on the leaderboard.
Play the games.
Complete your daily tasks.
Verify your actions.
Earn 2X points.
Starts Friday, October 30. Ends Tuesday, November 3.
๐ November 5th could be a big moment for the Nami ecosystem!
Nami Genesis is getting ready to launch across Base, Robinhood Chain, and Ethereum, all on the same day.
What makes this launch interesting is the multi-chain approach. Instead of focusing on just one network, Nami is bringing its launch to three chains, opening the door for more users to explore the ecosystem and participate from different blockchain environments.
And with $500K+ in rewards announced, thereโs even more reason for the community to pay attention. ๐๐ฅ
One launch. Three chains. One big opportunity to watch.
If youโre interested in DeFi and multi-chain innovation, now is a good time to follow @namidefi, learn how Genesis works, and keep an eye on the official announcements so you donโt miss important details.
November 5th is approaching. Are you ready for Nami Genesis? ๐๐
Khamees Mustapha retweeted
We're really excited for this launch!
Fly is ready to route swaps through Nami liquidity day one, and its routes are already live on OmniSwap.
Genesis is getting closer
@flytrade_
Quantum computers could change the future of technology, but they also raise an important question: will the security protecting our digital assets today still be strong enough tomorrow? โ๏ธ
This is where DAC comes in.
DAC takes a forward-looking approach to blockchain security through lattice-based cryptography, which is designed to resist attacks from both classical and quantum computers. Think of it as building a stronger lock that is designed to remain secure even when attackers gain more powerful tools.
@dac_chain also uses quantum entropy architecture to approach security from another angle, focusing on the randomness that helps protect cryptographic systems. Strong, unpredictable randomness is an important part of keeping digital information secure.
The goal isn't to wait until quantum computers become a serious threat before taking action. It's to start preparing today.
For me, this is what makes DAC's approach worth paying attention to: building infrastructure that considers not only the challenges we face now, but also the ones we may face in the future.
Quantum security isn't just about protecting today's blockchain. It's about preparing for tomorrow's digital world. ๐
What do you think? Should quantum-resistant security become a priority for every blockchain building for the long term?
#DAC #Blockchain
Nami coordinates activity across chains. But how does it decide whether the incentives supporting that activity are worth their cost?
Thatโs where d(3,3) comes in.
d(3,3) adjusts NAMI emissions based on protocol performance, using key economic signals including the fees generated relative to the cost of emissions
For ogNAMI stakers, the connection is the fee activity those incentives are designed to support.
Khamees Mustapha retweeted
The biggest wealth transfer in human history could be happening right in front of us.
And most people won't own a piece of it.
AI is learning from billions of human interactions.
Our knowledge. Our decisions. Our actions. Our workflows.
Everything we do is helping make AI more intelligent, more capable, and more valuable.
But here's the problem.
The people creating that value aren't the people who own it.
A handful of companies and billionaires are building technologies that could reshape the entire global economy.
And the rest of humanity?
We're expected to use their products, pay their subscriptions, and hope the benefits eventually reach us.
We believe there's a better way.
That's why we're building Action Model.
A community-owned AI ecosystem where everyday people can help train the intelligence of tomorrow and have the opportunity to share in the value they create.
Not just use AI.
Help build it. Help own it.
Because the AI revolution is going to happen with or without us.
But who owns that revolution is still being decided.
AI should belong to the people helping build it. Not just the billionaires funding it.
Khamees Mustapha retweeted
Bill Gates is warning that AI could eliminate millions of jobs, and that the world is dangerously unprepared for what's coming.
โAI is both the most powerful tool for advancing equity and the greatest threat to equity humans have ever invented.โ
He warns that millions of jobs could disappear, with white-collar workers affected first.
And his biggest concern?
โI worry that we arenโt preparing.โ
Think about what that means.
AI could become one of the greatest wealth-generating technologies humanity has ever created, while millions of people lose the jobs they depend on.
But the value of that work doesn't disappear. It moves to whoever owns the AI replacing it.
And if ownership remains concentrated among a handful of corporations and billionaires, so will much of the wealth.
That's exactly why we're building Action Model.
A community-owned AI ecosystem where people can contribute to AI and have the opportunity to own a share of the value they help create.
AI should make humanity more prosperous, not just the billionaires who own it.
The future of AI is being built right now.
The people should have a stake in it.
I'm grateful to receive my official invitation to the @ActionModelAI Award Night as an OG. This journey has been about showing up, contributing, and growing with the community.
November 4th, let's celebrate the people building the future of AI together! ๐
























