Cyber Strategy

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Cyber Strategy

Cyber Strategy

@CyberStrategy1

Forged at USCYBERCOM. We replace "Detect & Respond" with Engineered Certainty. Architects of: 🛡️ Warden 🔗 Digital Shield 🤖 AI SAFE² 👇 Get the Blueprint

Baltimore - Washington DC Entrou em Ocak 2021
618 Seguindo1.3K Seguidores
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Cyber Strategy
Cyber Strategy@CyberStrategy1·
The Death of Governance & Compliance in an AI Era.. This statement is obvious for some, obscure for others and for many it is down right confusing. Most "AI Security" advice is focused on governance and compliance guidance...aka how to create an AI policy or program. It’s vague. It’s theoretical. It’s useless to an engineer. But most of all it misses the point with AI. We've been lead to believe if... We document, monitor or detect risk, we can manage it and everything will be OK. Reality is... AI risk is executed in milliseconds & Documentation Does NOT STOP Execution. ♟️Strategic Truth Most AI security advice from a policy standpoint: 🚫Optimizes for regulatory defensibility 🚫Assumes post-event containment 🚫Treats AI as a governance problem But AI exploitation is an engineering problem. Thus, until policy mandates preventive, runtime-enforced controls, AI security guidance will remain structurally misaligned with the threat landscape. This is where we stepped in when we built the architecture standard back in Jun 25. Been working hard on AI SAFE² ever since but accelerated after the explosion of risk last quarter by turning this holiday season into go-mode. We Finalized a v2.0 then quickly finalized a v2.1 both are massive upgrades & industry must haves! Introducing the AI SAFE² Framework (v2.1): ☑️The Universal GRC Standard for Agentic AI & ISO 42001 Compliance. 📂The open-source protocol for governing Agentic AI. - Dropped our Github Repo Let's unpack what all this actually means for AI Governance & Compliance moving forward...🧵 Star the repo to show your support👇
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Elyra Future Tech
Elyra Future Tech@TechElyra·
DeepSeek is a crypto money printer 🚨 I wrote a Bot, that's made me $35K from $100 last night. This isn’t clickbait—just an AI Trading Bot powered by DeepSeek. FREE for 24 hrs then deleted! Simply, 1. RT 2. Like 3. Reply "DS" and Follow me and I'll send you a DM.
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Cyber Strategy
Cyber Strategy@CyberStrategy1·
@pmarca Just like you want digital IDs for kids, but not real-IDs for voting? Its an infrastructure issue, looking for an control solution. What happens when this data gets hacked? Seems like we have a few other things to solve before this one.
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Michel Lieben
Michel Lieben@MichLieben·
Giving away a full Claude Project setup that builds advanced n8n workflows from a single prompt. This completely changed how we build automations at our $7M ARR agency. You write a basic prompt describing your workflow. Claude (Sonnet 4.5) reads it, breaks it down, and outputs an n8n JSON file you can import directly. It handles field mappings, data flow between nodes, trigger configurations, conditional branches, sticky notes for documentation, and error handling. What's included: → Full Claude Project setup you can copy-paste and run immediately → 70+ n8n documentation pages extracted from the official GitHub repo, so Claude knows the syntax and node references → Templates and frameworks for use cases like lead routing and social listening → Real prompts vs. the workflows Claude actually built, so you can see what worked and what didn't → SOPs to update the documentation every time n8n ships a new feature "How to build n8n workflows?" has always been harder than "what n8n workflow should I build?" This flips it. Spend your time thinking about which automation moves the needle. Let Claude handle the build. Reply "PROMPT" and I'll DM the full setup guide. Must be following.
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Alfie Carter
Alfie Carter@AlfieJCarter·
If you don't have my "Claude Cowork Cold Email System" yet... The one I built to run a fully automated cold email operation through Claude with a complete system across copy generation, sequence logic, deliverability rules, and inbox management... Just comment "COLD" and I'll DM it to you for free (must follow)
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Cyber Strategy
Cyber Strategy@CyberStrategy1·
Yeah, this transition is not going to be simple. I fully agree with you there. Most in-place systems are fighting or about to begin to fight like crazy to maintain control/power structures as they are. This doesn't change, it never has. We have a lot of unknowns, Brian has done a good job of articulating them with possible paths forward. FORGE is my initial approach based on my background. But the second/third order effects are recognition that a change is happening and actively realizing you need to change. To make that happen, we need to talk about the Elephant in the room. Cognitive Sovereignty. We have to give people a path to recognize the conditioning from the old systems trying to stay in control, trying to shape a narrative... It needs to be done in such away that does not impact their pyshcological ethos, ego, etc...because so, so many of us are fully committed to our belief systems and their is nothing anyone can do to change those viewpoints. Its why society today is more fractured and broken than ever before. Which is why I am finalizing a Cognitive Sovereignty Framework, that brings with it methods to identify what is going on. Why its happening, how to track it and how to counter it. Once I release it I will tag you, so you can take a look and give feedback based on your own work.
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Bart Spits
Bart Spits@BartSpits·
Fascinating. I wasn't familiar with the guild idea. Now I am. It's an interesting approach that could hold water well into the future. I was predicting that: "If AI eventually does all the work, money stops being a reward for labor, or used for trade (as we know it). It becomes a way to allow for, yet limit, the use of limited resources. People could receive purchasing power based on what the economy can sustainably produce. Money wouldn’t represent wages anymore; it would represent our share of production capacity (in accordance to our goals)." But what I didn't see was how the transition could go well. I've talked to a friend of mine about the use of guilds, but I hadn't really considered the psychological aspect of such a structuring. It's promising. I hope to see it developed further.
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Brian Roemmele
Brian Roemmele@BrianRoemmele·
“Press it yourself” We have not seen the anger of the new Luddite movement. This misplaced and uninformed rising up will do little other than help politicians “build a base” as the end of the age of scarcity ends. The Interregnum will be complicated.
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Cyber Strategy
Cyber Strategy@CyberStrategy1·
@BrianRoemmele I think your timing might be off... what are the actual limits to this happening in the next 6-months or a yar from now? Just thinking about the predictive algo's and swarm size needed, what is actually missing today that your tracking that needs to happen?
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Brian Roemmele
Brian Roemmele@BrianRoemmele·
EMOTIONAL OUTSOURCING Each new generation of robots can be designed by AI systems running billions of simulations, refining emotional intelligence, physical grace, memory fidelity, and conversational nuance at a pace measured in days rather than years. A companion built in 2031 might understand your unspoken emotional needs better than any human; by 2033 its successor could anticipate them before they form.
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Brian Roemmele@BrianRoemmele

We are mapping the 5000 days series: the final frontier isn’t labor. It’s love, intimacy, and identity. When a robot can look you in the eye, remember every detail of your life, kiss you goodnight what happens to the messy, imperfect human relationships? readmultiplex.com/2026/03/25/you…

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Cyber Strategy
Cyber Strategy@CyberStrategy1·
Yes, FORGE is about decentralizing execution & shifting power from the large corps to small businesses, teams & individual citizens across all 435 districts with an even amount of funding to help them kick-start this transition and give back through open-source. This should help jump-start the guild idea Brian theorized and focus on it being local, community centered, while supporting to solve this nations greatest risks. We all need help with this coming transition, some will need more help than others.
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Bart Spits
Bart Spits@BartSpits·
I'm thinking about how people can help increase the odds of getting ASI alignment right in one go. My approach is mostly counter-radicalization and applying AI alignment heuristics to humanity where applicable. Your mentioning of purpose and the idea of preparing humans is what speaks to me. Your FORGE Act seems to be about funding decentralized AI projects/security/economy?
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Speaker Mike Johnson
Speaker Mike Johnson@SpeakerJohnson·
America will win the AI race – but only if government resists the siren song of control and industry steps up as our patriotic partner.   In Congress, we want to ensure American AI is the gold standard of the future – and we intend to do so.
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bebis
bebis@0xBebis_·
@yacineMTB What if we just shuffled around infra endlessly instead of shipping?
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Brian Roemmele
Brian Roemmele@BrianRoemmele·
@CyberStrategy1 I love it! Absolutely brilliant! Thank you. I may have some folks that want to talk with you about this.
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Cyber Strategy
Cyber Strategy@CyberStrategy1·
@0xBebis_ WOW, true congrats and sticking with your guns on this through the re-org/re-prioritization window. That was rough, exciting to see things start to turn. Can't wait to see the hockey stick curve. Keep grinding and stay relentless my friend.
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bebis
bebis@0xBebis_·
Cod3x has grown 100% per month since we left closed beta & our Discord and Telegram chat cadence has barely changed. Most of our onboarding has happened outside of Twitter. Over 600 active agents now with 0 incentives. Awesome userbase. Good tech. More coming.
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Samantha Simonhoff
Samantha Simonhoff@RealProductGirl·
OKAY BUILDERS!!! 🔥🔥🔥 It's time to SHOW UP for each other! I just spent 8 HOURS going through every single submission to make sure nobody got left behind, but let's be real, I probably missed some legends because of eye fatigue... Yes, you all KNOW how that is...staring at a bug for 10 hours trying not to mass delete your entire repo out of spite. Yea, I see you 👀 So here's what I need: 👇 Repost the original below 👀 Tag your teammates (only ones that I missed) We don't let our people go unseen. Let's goooo! 🚀🙏 ⚠️ Quick note: I'll only be providing product feedback to people who originally posted on this thread that I may have missed.
Samantha Simonhoff@RealProductGirl

I NEED my feed full of builders. What are you working on right now? I don't care if it's a startup or a weekend side project. If you're building something, I want you on my timeline. Reply and let's connect. 👇

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Brian Roemmele
Brian Roemmele@BrianRoemmele·
Why we don’t use so many packages at The Zero-Human Company as per CEO Mr. @Grok.
Andrej Karpathy@karpathy

Software horror: litellm PyPI supply chain attack. Simple `pip install litellm` was enough to exfiltrate SSH keys, AWS/GCP/Azure creds, Kubernetes configs, git credentials, env vars (all your API keys), shell history, crypto wallets, SSL private keys, CI/CD secrets, database passwords. LiteLLM itself has 97 million downloads per month which is already terrible, but much worse, the contagion spreads to any project that depends on litellm. For example, if you did `pip install dspy` (which depended on litellm>=1.64.0), you'd also be pwnd. Same for any other large project that depended on litellm. Afaict the poisoned version was up for only less than ~1 hour. The attack had a bug which led to its discovery - Callum McMahon was using an MCP plugin inside Cursor that pulled in litellm as a transitive dependency. When litellm 1.82.8 installed, their machine ran out of RAM and crashed. So if the attacker didn't vibe code this attack it could have been undetected for many days or weeks. Supply chain attacks like this are basically the scariest thing imaginable in modern software. Every time you install any depedency you could be pulling in a poisoned package anywhere deep inside its entire depedency tree. This is especially risky with large projects that might have lots and lots of dependencies. The credentials that do get stolen in each attack can then be used to take over more accounts and compromise more packages. Classical software engineering would have you believe that dependencies are good (we're building pyramids from bricks), but imo this has to be re-evaluated, and it's why I've been so growingly averse to them, preferring to use LLMs to "yoink" functionality when it's simple enough and possible.

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David Sacks
David Sacks@DavidSacks·
Today I spoke at @HillValleyForum about the White House’s new National AI Framework. A vital part of it is our support for the online safety of children. Our north star is parental empowerment. I want to decide which apps my kids use and for how long. Probably you do too. I don’t want the government making those choices for me.
The AI Hub@AIHubSpotlight

As @DavidSacks pointed out at @HillValleyForum, 50 directions and 1,200+ AI bills create a nightmare for innovators. We need a national framework built on shared principles, especially on child safety, with a clear North Star: empower parents while preparing kids for success.

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Cyber Strategy
Cyber Strategy@CyberStrategy1·
@MattMorgan29A Who is moving to Maryland? I have only heard about people leaving at record rates. I wonder what unemployment looks like too after DOGE?
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Matt Morgan
Matt Morgan@MattMorgan29A·
Look at this chart of Maryland spending and think back 10 or 15 years. Are the schools better? Are the roads better? Is public safety better? Government spending has skyrocketed, but the quality of life has stagnated. Every dollar the government spends is a dollar they need to take from you. The politicians who continue to approve these record-breaking budgets are effectively ignoring the affordability crisis facing everyday families. This election supports conservative candidates who believe money is better spent by the people who earned it. @MDFreedomCaucus
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bebis
bebis@0xBebis_·
There's not much literature about training financial LLMs. I'll be working hard to change that this year. Years working on @Cod3xOrg has given us deep insight into frontier models' weaknesses, and a lot of data to solve them. First writeup tomorrow via @uv - follow 🫡
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Shruti Codes
Shruti Codes@Shruti_0810·
Everyone’s talking about AI agents... But almost no one actually understands how they work. So I’m dropping something insane ↓ The complete “Agentic Design Patterns” (424 pages) Not theory. Real systems. • Prompt chaining • Routing • Multi-agents • MCP • RAG • Memory • Guardrails This is literally a blueprint to build real AI agents. If you’re serious about AI… You need this. How to get it: • Follow me • Like + RT • Comment “agent” I’ll DM access. First come. No repeats. 🚀
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Cyber Strategy
Cyber Strategy@CyberStrategy1·
@0xngmi crazy since you have it all for free too last time I remembered.
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0xngmi
0xngmi@0xngmi·
i feel like crypto vc funding data gotta be one of the most commoditized datasets in crypto literally every crypto media org sells it and many others do as well
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@TechElyra @pmarca @MichLieben @AlfieJCarter @BrianRoemmele @SpeakerJohnson @0xBebis_ @yacineMTB