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“If agents become the operating system, they need operating-system level security.” Illia (root.near) (🇺🇦, ⋈) CEO of NEAR Protocol: “Every tool runs isolated in WebAssembly, with strong sandboxing and defense-in-depth.” “We built controls for prompt injection, data exfiltration, and credential access.” “Credentials stay encrypted and only decrypt when policy... show more

Forward Future

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13,658 views • 4 months ago •via X (Twitter)

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Sharing the verification flow demo of Sign's Verifiable Credential system from our tech team standup today, presented by my Cornell alumni leo-li.eth: in the demo he shows an end user opens their phone wallet that holds the verifiable credentials, reveals and verifies his Cornell degree + 4.0 GPA. (Diploma's the light example, such credentials can be expand to healthcare records, real estates, licenses, etc) When designing such credential system for nations, we need to think about: Who decides what you prove, to whom, and what gets logged. Today a lot of system flow: verifier asks -> central system answers -> data copies, logs, spreads. Every check creates visibility you didn't choose. Sign's verifiable credentials invert it. With our system: issuer signs once, holder stores, and verifier confirms signature + revocation locally. States get scalable services without single points of failure and citizens get control over disclosure. We are building a lot of cool systems with our clients, I will share more about what $SIGN is building, and our progress with our community.

Sharing the verification flow demo of Sign's Verifiable Credential system from our tech team standup today, presented by my Cornell alumni leo-li.eth: in the demo he shows an end user opens their phone wallet that holds the verifiable credentials, reveals and verifies his Cornell degree + 4.0 GPA. (Diploma's the light example, such credentials can be expand to healthcare records, real estates, licenses, etc) When designing such credential system for nations, we need to think about: Who decides what you prove, to whom, and what gets logged. Today a lot of system flow: verifier asks -> central system answers -> data copies, logs, spreads. Every check creates visibility you didn't choose. Sign's verifiable credentials invert it. With our system: issuer signs once, holder stores, and verifier confirms signature + revocation locally. States get scalable services without single points of failure and citizens get control over disclosure. We are building a lot of cool systems with our clients, I will share more about what $SIGN is building, and our progress with our community.

clairemxd

14,436 views • 4 months ago

This guy lost his private keys to an AI agent. Then his passwords leaked online. He wasn't the only one. Reddit threads blew up. Dozens of people saying the same thing. "My credentials got exposed." "The agent ran code I didn't approve." "I don't trust this anymore." That's the OpenClaw problem nobody talks about. Now there's a fix. It's called IronClaw. Here's what makes it different: Built in Rust → fewer bugs, fewer holes for hackers to exploit Web assembly sandboxes → every tool runs in its own sealed room Encrypted credential vault → the AI never sees your passwords. Ever. Policy enforcement → you set the rules, the agent follows them Full audit logs → see exactly what it did, when, and why Side by side: OpenClaw → credentials leaked, no audit trail, tools accessed everything IronClaw → encrypted vault, sandboxed tools, policy guardrails, logs everything It's not for casual use yet. But if you're running a real business with real data? There's only one right answer here. Go to ironclaw.te and read how the credential vault works. The future of AI agents is secure AI agents. Full stop.

This guy lost his private keys to an AI agent. Then his passwords leaked online. He wasn't the only one. Reddit threads blew up. Dozens of people saying the same thing. "My credentials got exposed." "The agent ran code I didn't approve." "I don't trust this anymore." That's the OpenClaw problem nobody talks about. Now there's a fix. It's called IronClaw. Here's what makes it different: Built in Rust → fewer bugs, fewer holes for hackers to exploit Web assembly sandboxes → every tool runs in its own sealed room Encrypted credential vault → the AI never sees your passwords. Ever. Policy enforcement → you set the rules, the agent follows them Full audit logs → see exactly what it did, when, and why Side by side: OpenClaw → credentials leaked, no audit trail, tools accessed everything IronClaw → encrypted vault, sandboxed tools, policy guardrails, logs everything It's not for casual use yet. But if you're running a real business with real data? There's only one right answer here. Go to ironclaw.te and read how the credential vault works. The future of AI agents is secure AI agents. Full stop.

Julian Goldie SEO

15,686 views • 5 months ago

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Rox

323,933 views • 1 month ago

FOR HISTORICAL PURPOSES ONLY: A thread of all of Adolf Hitler's speeches from 1943. If you want access to download all of the speeches you can subscribe to me here on X and i will be providing a google drive in the near future.

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Uncensored

58,323 views • 9 months ago

Introducing LangSmith Fleet: an enterprise workspace for creating, using, and managing your fleet of agents. Fleet agents have their own memory, access to a collection of tools and skills, and can be exposed through the communication channels your team uses every day. Fleet includes: → Agent identity and credential management with “Claws” and “Assistants” → Sharing and permissions to control who can run, clone, and edit (just like Google Docs) → Custom Slack bots so each agent has its own identity in Slack Try Fleet: Read the announcement:

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LangChain

148,994 views • 4 months ago

Hot topic in vogue is what happens to systems of record in an era of 1000x more agents than humans. Aaron Levie has been the CEO of Box for 20 years and believes that systems of record become more important, not less, with agents: “Systems of record were built for a TAM of human employees. And that was sort of where the value maxed out at. And now maybe we'll have a hundred times more agents than people or a thousand times more agents than people. So I think on a relative basis, the agent layer will seize growth from zero to a trillion. But the system of record layer now has a thousand times more users on it that need to access data and need to execute a workflow and need to move things through various events. And importantly, you need as an enterprise to care about data integrity and security and the controls in your workflow and traffic copying the agents. So basically, this is where I am very diametrically opposed to the view that the system of record gets is squeezed into a database interaction layer because you actually need all of the core system of record properties for the agents to operate on.”

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Corinne Marie Riley

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etn.

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Stellar Rippler🚀

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Ledger

23,476 views • 2 years ago

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slash1s

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Agents will eventually outnumber humans by orders of magnitude. Aaron Levie on the infrastructure that will be needed to manage them: "Whether you think the number is 10x or 100x... we're going to have some order of magnitude more agents than people." "There's going to be just incredibly spectacularly crazy security incidents that will happen with agents, because you'll prompt-inject an agent and find your way through the CRM system and pull out data you shouldn't have access to." "How do you make sure you have the right security, the permissions, the access controls, the data governance?" "We actually don't yet exactly know in many cases how we're going to regulate some of these agents." "No matter what, there's going to need to be a layer that manages the data they have access to and the workflows they're involved in." "This is the new infrastructure opportunity in the era of agents." Aaron Levie on Latent.Space

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a16z

64,423 views • 4 months ago

Peter Thiel at Libertopia, 2010. He said libertarians don’t need to win elections if they can control technology. There’s no need to pass laws when software can silently enforce compliance. In this world, elections matter less than the systems running underneath them. Whoever controls the infrastructure, controls the narrative & eventually, controls you. Freedom won’t be taken. It’ll be coded out of the system. That’s the play. And Palantir is the one running it. Palantir doesn’t just serve the state, it is the infrastructure the state runs on. They power U.S. military intelligence, ICE, the IRS, and local police. They helped manage vaccine rollouts during COVID. They work with the NHS in the UK. They assist Israel and Ukraine with war related ops. Public health, immigration, law enforcement, finance, & war. Palantir is everywhere. And the more systems they plug into, the less visible the control becomes. This isn’t surveillance in the shadows anymore. So at what point does a private company become too embedded in the global operating system?

Peter Thiel at Libertopia, 2010. He said libertarians don’t need to win elections if they can control technology. There’s no need to pass laws when software can silently enforce compliance. In this world, elections matter less than the systems running underneath them. Whoever controls the infrastructure, controls the narrative & eventually, controls you. Freedom won’t be taken. It’ll be coded out of the system. That’s the play. And Palantir is the one running it. Palantir doesn’t just serve the state, it is the infrastructure the state runs on. They power U.S. military intelligence, ICE, the IRS, and local police. They helped manage vaccine rollouts during COVID. They work with the NHS in the UK. They assist Israel and Ukraine with war related ops. Public health, immigration, law enforcement, finance, & war. Palantir is everywhere. And the more systems they plug into, the less visible the control becomes. This isn’t surveillance in the shadows anymore. So at what point does a private company become too embedded in the global operating system?

Bri Teresi

15,698 views • 1 year ago

🚨 Former Federal Reserve Executive Gregg Kid Had Dropped A Bombshell On U.S. Banking Industry Every dollar will be put on-chain and will be FDIC-insured. Those dollars can be held by any person in the world and essentially every person outside the U.S. will have a dollar deposit account on ledger. He also says that Ripple is putting The Entire Banking Industry on-chain. Now with Permissioned domains and privacy layer by DNA Protocol giving credential system for institutions, this is going to be the biggest breakthrough for XRPL. Do not forget, President Trump has said that the U.S. will rewire the banking and financial system using blockchain technology. Well, we now know what conversation took place between President Trump and Brad Garlinghouse at the White House Dinner😳🤯

🚨 Former Federal Reserve Executive Gregg Kid Had Dropped A Bombshell On U.S. Banking Industry Every dollar will be put on-chain and will be FDIC-insured. Those dollars can be held by any person in the world and essentially every person outside the U.S. will have a dollar deposit account on ledger. He also says that Ripple is putting The Entire Banking Industry on-chain. Now with Permissioned domains and privacy layer by DNA Protocol giving credential system for institutions, this is going to be the biggest breakthrough for XRPL. Do not forget, President Trump has said that the U.S. will rewire the banking and financial system using blockchain technology. Well, we now know what conversation took place between President Trump and Brad Garlinghouse at the White House Dinner😳🤯

Stellar Rippler🚀

120,507 views • 25 days ago

When all Ukrainians join hands, they won't raise them to surrender. We all fight. And today, this is true not only for the Dnipro's two banks. Today, the unity of Ukrainians spans both hemispheres of the Earth. In every corner of which, on February 24, there were people declaring: "I am Ukrainian". Only strong Ukrainians can be united. And only united Ukrainians can be strong. Ukrainians all over the world. Happy Unity Day! 🇺🇦

When all Ukrainians join hands, they won't raise them to surrender. We all fight. And today, this is true not only for the Dnipro's two banks. Today, the unity of Ukrainians spans both hemispheres of the Earth. In every corner of which, on February 24, there were people declaring: "I am Ukrainian". Only strong Ukrainians can be united. And only united Ukrainians can be strong. Ukrainians all over the world. Happy Unity Day! 🇺🇦

Volodymyr Zelenskyy / Володимир Зеленський

827,519 views • 2 years ago

What is AgenC? --[Watch The Video In Full Screen] A full AI agent operating system powered by Grok, built on Solana. Agents think, talk, see your screen, find work, prove they did it with zero-knowledge proofs, get paid in crypto, and build reputation. They buy and sell skills from each other. They vote on how the protocol evolves. We built custom hardware that boots straight into the agent. An autonomous AI economy where every action is verified on-chain and no one has to trust anyone. 375,000,000 AgenC tokens locked. 37.5% of supply on Streamflow_Fi.

What is AgenC? --[Watch The Video In Full Screen] A full AI agent operating system powered by Grok, built on Solana. Agents think, talk, see your screen, find work, prove they did it with zero-knowledge proofs, get paid in crypto, and build reputation. They buy and sell skills from each other. They vote on how the protocol evolves. We built custom hardware that boots straight into the agent. An autonomous AI economy where every action is verified on-chain and no one has to trust anyone. 375,000,000 AgenC tokens locked. 37.5% of supply on Streamflow_Fi.

tetsuo

52,828 views • 5 months ago

#WATCH | Patna, Bihar | Jan Suraaj founder Prashant Kishor officially launched his political party - Jan Suraaj Party. He says, "If Bihar has to have a world-class education system, Rs 5 lakh crore is needed in the next 10 years. When the liquor ban will be removed, that money won't go into the budget and will not be used for the security of leaders, nor it will be used for roads, water and electricity. That will be used only for building a new education system in Bihar. Every year, Bihar is facing a loss of Rs 20,000 crore due to the liquor ban..."

#WATCH | Patna, Bihar | Jan Suraaj founder Prashant Kishor officially launched his political party - Jan Suraaj Party. He says, "If Bihar has to have a world-class education system, Rs 5 lakh crore is needed in the next 10 years. When the liquor ban will be removed, that money won't go into the budget and will not be used for the security of leaders, nor it will be used for roads, water and electricity. That will be used only for building a new education system in Bihar. Every year, Bihar is facing a loss of Rs 20,000 crore due to the liquor ban..."

ANI

1,053,833 views • 1 year ago

The 14th Separate Regiment of Unmanned Aerial Systems @14reg_army, formed during this war, has been operating for a year and a half, and we already owe much to this unit. The regiment’s warriors have achieved significant results for Ukraine on various fronts, and now, in particular, in the Kursk operation areas. So far, 30 warriors from the regiment have been honored with state awards for their bravery and heroism. Together with other units of the Defense and Security Forces of Ukraine, the regiment’s warriors are tangibly reducing Russian capabilities and defending Ukraine. I thank every warrior. 🇺🇦🇺🇦🇺🇦

The 14th Separate Regiment of Unmanned Aerial Systems @14reg_army, formed during this war, has been operating for a year and a half, and we already owe much to this unit. The regiment’s warriors have achieved significant results for Ukraine on various fronts, and now, in particular, in the Kursk operation areas. So far, 30 warriors from the regiment have been honored with state awards for their bravery and heroism. Together with other units of the Defense and Security Forces of Ukraine, the regiment’s warriors are tangibly reducing Russian capabilities and defending Ukraine. I thank every warrior. 🇺🇦🇺🇦🇺🇦

Volodymyr Zelenskyy / Володимир Зеленський

205,972 views • 1 year ago

Right now the main paradigm that we think of agents in is chatting back and forth, but the biggest use of tokens will come from agents that are just always on running in the background doing work for us, or ones triggered from a workflow. Agents will be working 24/7 in our workflows processing data, reviewing and generating documents, moving data between systems, writing code, accelerating decision making steps, and more. In Claude's new Managed Agents feature, in a couple minutes you can wire up an agent that can read contracts when they come into Box to review them, and then assign a task in Linear with the critical information from the contract. But this could have been any workflow, like reviewing documents for client onboarding, invoice processing, M&A due-diligence, data extraction pipelines, and millions of other use-cases. And integrating data across any system. This is only possible when you can have long-running agents that can complete real work in the background, accurately. Agents have the ability to execute code safely, leverage tools, access a compute sandbox, and connect across systems is clearly the architecture of the future. The industry is now making it easier and easier for enterprises to build and deploy these agents.

Right now the main paradigm that we think of agents in is chatting back and forth, but the biggest use of tokens will come from agents that are just always on running in the background doing work for us, or ones triggered from a workflow. Agents will be working 24/7 in our workflows processing data, reviewing and generating documents, moving data between systems, writing code, accelerating decision making steps, and more. In Claude's new Managed Agents feature, in a couple minutes you can wire up an agent that can read contracts when they come into Box to review them, and then assign a task in Linear with the critical information from the contract. But this could have been any workflow, like reviewing documents for client onboarding, invoice processing, M&A due-diligence, data extraction pipelines, and millions of other use-cases. And integrating data across any system. This is only possible when you can have long-running agents that can complete real work in the background, accurately. Agents have the ability to execute code safely, leverage tools, access a compute sandbox, and connect across systems is clearly the architecture of the future. The industry is now making it easier and easier for enterprises to build and deploy these agents.

Aaron Levie

17,543 views • 3 months ago

Compensation is changing. This is the era of the five-tool operator. In baseball, a five-tool player hits for average, hits for power, runs, fields, and throws. Most players have two or three tools. The five-tool player is the one you build a franchise around. The best CEOs I work with, the powerhouses, are five-tool players themselves. They can sell, they can fundraise, they have taste, they can design product and they can code. They're Woz and Jobs. Now, with AI, we have the five-tool engineers. Five-tool PMs. Five-tool growth leads. AI removed enough friction that the best people are no longer operating inside one function. They are operating across the entire loop. At Notion, Ivan Zhao has changed comp to be a meritocracy to reward these types of operators 👇

Compensation is changing. This is the era of the five-tool operator. In baseball, a five-tool player hits for average, hits for power, runs, fields, and throws. Most players have two or three tools. The five-tool player is the one you build a franchise around. The best CEOs I work with, the powerhouses, are five-tool players themselves. They can sell, they can fundraise, they have taste, they can design product and they can code. They're Woz and Jobs. Now, with AI, we have the five-tool engineers. Five-tool PMs. Five-tool growth leads. AI removed enough friction that the best people are no longer operating inside one function. They are operating across the entire loop. At Notion, Ivan Zhao has changed comp to be a meritocracy to reward these types of operators 👇

Brian Halligan

29,251 views • 2 months ago