#Embedded Computing Defense

[mastergarryblogs]

Secure, Smart, and Lethal: The Tech Behind Military Embedded Systems

Introduction:

The global military embedded systems market is undergoing significant transformation, driven by technological advancements and evolving defense strategies. As defense forces worldwide prioritize modernization, the integration of sophisticated embedded systems has become paramount to enhance operational efficiency, communication, and security. This article provides an in-depth analysis of the current market dynamics, segmental insights, regional trends, and competitive landscape shaping the future of military embedded systems.

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Military Embedded Systems Market Dynamics:

Technological Advancements Fueling Growth

The relentless pace of technological innovation is a primary catalyst for the expansion of the military embedded systems market. The integration of artificial intelligence (AI), machine learning, and Internet of Things (IoT) technologies into embedded systems has revolutionized defense operations. These advancements enable real-time data processing, predictive maintenance, and enhanced decision-making capabilities, thereby improving mission effectiveness and operational readiness.

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Rising Demand for Secure Communication Systems

In an era where information dominance is critical, the demand for secure and reliable communication systems has escalated. Military embedded systems facilitate encrypted communications, ensuring the integrity and confidentiality of sensitive data across various platforms, including land-based units, naval vessels, and airborne systems. This necessity is further amplified by the increasing complexity of modern warfare, which requires seamless interoperability among diverse defense assets.

Integration Challenges and Cybersecurity Concerns

Despite the promising growth trajectory, the military embedded systems market faces challenges related to the integration of new technologies into existing defense infrastructures. Legacy systems often lack the flexibility to accommodate modern embedded solutions, necessitating substantial investments in upgrades and compatibility assessments. Additionally, the heightened risk of cyber threats poses a significant concern. Ensuring the resilience of embedded systems against hacking and electronic warfare is imperative to maintain national security and operational superiority.

Military Embedded Systems Market Segmental Analysis:

By Component

Hardware: This segment holds a substantial share of the military embedded systems market, driven by the continuous demand for robust and reliable physical components capable of withstanding harsh military environments.​

Software: Anticipated to experience significant growth, the software segment benefits from the increasing adoption of software-defined systems and the integration of AI algorithms to enhance functionality and adaptability.​

By Product Type

Telecom Computing Architecture (TCA): Leading the market, TCA supports high-performance computing and communication needs essential for modern military operations.​

Compact-PCI (CPCI) Boards: Projected to witness robust growth, driven by the adoption of modular and scalable systems that offer flexibility and ease of maintenance.​

By Application

Intelligence, Surveillance & Reconnaissance (ISR): Dominating the application segment, ISR systems rely heavily on embedded technologies for real-time data collection and analysis, providing critical situational awareness.​

Communication and Networking: This segment is poised for growth, reflecting the escalating need for secure and efficient communication channels in defense operations.​

By Platform

Land-Based Systems: Accounting for the largest military embedded systems market share, land platforms utilize embedded systems for enhanced situational awareness, navigation, and control in ground operations.​

Airborne Systems: Experiencing significant growth due to the integration of advanced avionics and communication systems in military aircraft and unmanned aerial vehicles (UAVs).​

Military Embedded Systems Market Regional Insights:

North America

North America leads the military embedded systems market, driven by substantial defense budgets and ongoing modernization programs. The United States, in particular, emphasizes technological superiority, investing heavily in research and development of advanced embedded solutions.​

Europe

European nations are actively enhancing their defense capabilities through collaborative projects and increased spending on advanced military technologies. The focus on interoperability among NATO members and the modernization of existing systems contribute to market growth in this region.​

Asia-Pacific

The Asia-Pacific region is witnessing rapid growth, fueled by escalating defense expenditures in countries such as China, India, and Japan. The drive to modernize military infrastructure and develop indigenous defense technologies propels the demand for sophisticated embedded systems.​

Middle East & Africa

Nations in the Middle East are investing in advanced defense technologies to bolster their military capabilities amidst regional tensions. The focus on upgrading naval and airborne platforms with state-of-the-art embedded systems is a notable trend in this region.​

Competitive Landscape

The military embedded systems market is characterized by intense competition among key players striving to innovate and secure significant contracts.​

Recent Developments

Curtiss-Wright Corporation: In January 2025, Curtiss-Wright secured a USD 27 million contract to supply Aircraft Ship Integrated Securing and Traversing (ASIST) systems to the U.S. Naval Air Warfare Center for use on Constellation Class Frigates.​

Kontron AG: In December 2024, Kontron AG received an order valued at approximately EUR 165 million to supply high-performance VPX computing and communication units for surveillance applications, highlighting its expanding role in the defense sector.​

These developments underscore the dynamic nature of the market, with companies focusing on technological innovation and strategic partnerships to enhance their market positions.​

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Conclusion

The global military embedded systems market is set for substantial growth, driven by technological advancements and the imperative for defense modernization. As military operations become increasingly complex, the reliance on sophisticated embedded systems will intensify, underscoring the need for continuous innovation and investment in this critical sector.

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[robin-evry]

what if!!! hear me out 🙏🙏 yuu was a robot/miku inspired…IT SUCKS but like…miku kinda..yuu mikyuu…😓😓

Sure no worries, no judgement from me, ask and you shall receive

𝐖𝐇𝐀𝐓 𝐈𝐅 𝐘𝐔𝐔 𝐈𝐒 𝐀 𝐑𝐎𝐁𝐎𝐓 🤖👾🎤

A robot is a machine—especially one programmable by a computer—capable of carrying out a complex series of actions automatically. A robot can be guided by an external control device, or the control may be embedded within. But they can act independently if their creators allow it.

( English is not my first language )

Day 3 : robot!yuu

In a world full of technology and robots. Robot!yuu was the number one idol during that time and was in the number one group of the century ; vocaloid, imagine during the middle of a performance one of their solo concerts, a black carriage arrived and they suddenly shut down.

They turned on when it was an orientation ceremony. Since robot!yuu isn't technically an organic being, they would be put between the ignihyde dorm or ramshackle.

After Crowley gave them a cellphone or asked idia if he could do maintenance to connect them to social media of twisted wonderland, by doing this they started to upload their albums towards the internet and it blew up, people are loving it, it's getting headlines about a new genre of music, and the music getting about stream by millions around the world, Robot!yuu created a genre of music. A revaluation towards the music Industry.

This managed robot!yuu to get rich overnight and allowed them to buy more expensive and to fix the ramshackle dorm more to get more expensive technology for their maintenance, Robot!yuu was planning on giving half of the money to Crowley as a thanks but he only received 1/4 half of the money.

Even tho robot! yuu is an idol, their master builds them with an offensive and defensive system, they have extremely tough metal that is hard to find as well an offensive mode, they have a lot on their arsenal attacks, energy beams, rocket launchers, shield mode, and more.

They are also able to connect to any device and hack it without any issue, they manage to hack ignihyde technology without an issue. And they are waterproof

Robot!yuu also can digest and drink things without an issue, they have a special component on their stomach to make sure they can digest things normally.

During VDC they dominated the competition. Lasers, mist appears and light sticks wave around for their presence. They change outfits depending on the song, it was literally a Miku concert.

Congratulations neige Leblanc is now one of their fans, when going down the stage, he literally ran towards you and started asking a billion of questions with stars amongst their eyes

Vil was a little sour but also amazed about robot!yuu performance, he would ask them for choreography and music ideas from them as well as fashion opinions. He originally wanted robot!yuu to transfer into ignihyde but they refused due to ignihyde has the complete equipment for them or ramshackle.

Pomifiore dorm started to take notes and tried robot!yuu fashion styles. Idia is also a supporter of them and basically a super fan, robot!yuu would come to ignihyde to help him with games or help him maintain ortho, Robot!yuu is basically a sister towards Idia and Ortho.

sorry if it's short, this is by far I could come up anon

[new-author3]

Between Consciousness and Darkness  

Pairing: Bucky Barnes × Reader (Female)  

Summary: After a tough mission and a reckless decision, this was not how she imagined ending the day.  

Warnings: This story contains scenes of violence, severe injuries, strong language, and a romantic kiss. There may be sensitive themes such as loss and concern for life.  

Word Count: Approximately 3,300 words  

Notice: I apologize for any spelling mistakes. English is not my first language.

================================================

It was supposed to be a simple mission. Get in and out without leaving a trace. But, of course, nothing is ever that easy.  

It was just a reconnaissance mission, a small team. But due to my mistake, one of my friends got hurt.  

“We’re already inside the HYDRA base,” Bucky reported through the radio. He was my partner for this mission.  

“Understood,” Sam responded, waiting for our return in the aircraft.  

“We’re in as well,” Steve announced. He was with Natasha.  

We moved deeper into the base with caution, avoiding any alarms or traps. Our objective was clear: break into the control room, extract the data, and leave before anyone noticed our presence.  

When we finally found the room, Bucky and I went inside to start the data transfer. I plugged the flash drive into the computer and began downloading the files. Everything seemed calm… until a noise cut through the silence.  

My body tensed.  

“Did you hear that?” I whispered to Bucky.  

He looked at me and then at the door.  

“I’ll check it out. Stay here.”  

“Are you sure? We shouldn’t split up.” My tone carried uncertainty.  

“Stay here, I’ll be right back.” Bucky left the room in a defensive stance.  

I stayed there, waiting, nerves on edge. The transfer was halfway through when I heard the noise again. My instincts screamed at me to check it out, but I held back. If it wasn’t Bucky, any noise would draw attention to me.  

I grabbed the radio.  

“Bucky, are you there?”  

Silence.  

“Bucky?”  

Nothing.  

“What’s going on, S/N?” Steve’s voice came through the radio.  

“Bucky went to check a noise but hasn’t returned. I’m trying to reach him, but he’s not responding.”  

I looked at the screen. The transfer was complete. Now I could go after him.  

“I have the flash drive,” I informed the team.  

“Great. Get back to the aircraft,” Sam said.  

“Not without Bucky.”  

I grabbed my gun and started moving through the base, every step careful. I wanted to call out to him, but I knew I couldn’t risk it.  

“S/N, get back to the aircraft now,” Steve ordered.  

Without thinking about the consequences, I turned off the radio.  

I kept walking until something on the wall made me stop.  

Blood.  

I took a deep breath and touched the stain. Still fresh. My stomach churned.  

Shit.  

That’s when I heard a loud bang.  

The explosion threw me against the wall, and the world spun. The impact made my head throb, and for a few seconds, everything around me was a blurry mess of dust and chaos. My ears rang as if I were underwater, drowning out alarms and screams.  

My vision blurred.  

My mind was disoriented.  

I started coughing, choking on the dust that filled the air. My entire body ached, but when I tried to move, a sharp pain shot through my side.  

I gasped.  

I looked down and saw what looked like a large shard of glass embedded in my abdomen. Blood flowed steadily, staining my uniform red.  

Shit.  

That’s when I noticed a shadow approaching.  

My instincts screamed at me to react, to fight, but my body was weak. I tried to get up, but a groan of pain escaped before I could hold it back.  

“S/N!”  

Someone called me, but it sounded distant.  

As if they were miles away.  

I tried to focus my vision, blinking quickly to clear the haze from my eyes.  

“S/N!”  

This time, the voice was closer.  

I slowly turned my head, and gradually, the image beside me became clear.  

Intense blue eyes.  

Dark, disheveled hair.  

Bucky.  

His name escaped my lips in a weak, exhausted whisper.  

“It’s me, doll. I’m getting you out of here.”  

He lifted me into his arms with the utmost care, trying to avoid pressing on the wound. Still, the pain made me grit my teeth, a groan slipping out involuntarily.  

Every muscle in my body screamed in protest. My chest burned, and the pain in my back was strong enough to make me suspect broken ribs.  

But at that moment, I could only think of one thing.  

“Natasha… Steve… are they okay?” My voice was hoarse, weaker than I wanted.  

“They’ll be fine. They’re waiting for us on the aircraft.”  

There was something in his voice. Something hesitant.  

He wasn’t telling me everything.  

But I didn’t have the strength to ask.  

The exhaustion was crushing, and my eyelids grew heavy.  

“Bucky… I’m so tired…” I murmured, struggling to keep my eyes open.  

“We’re almost there, doll. Stay with me.”  

There was urgency in his voice.  

Fear.  

I wanted to respond. I wanted to reassure him. But the words wouldn’t come.  

The world went dark before I could say anything.  

================================================

Beep. Beep. Beep.  

The persistent sound pulled me back.  

My consciousness floated between reality and the unknown. My limbs were heavy, as if they were glued to the bed.  

I tried to open my eyes, but the bright light made me shut them immediately.  

I let out a weak sigh and instinctively raised my hand to block the brightness.  

This time, I tried again.  

My vision was still blurry, but I managed to make out some shapes around me.  

White. Blue. Medical equipment.  

I was in the infirmary.  

I slowly turned my head and saw a woman beside me.  

“Hello, how are you feeling?” The nurse smiled softly.  

My throat was dry.  

“A bit disoriented… and in pain.” My voice came out strange, rough. Almost unrecognizable.  

The nurse noticed and handed me a glass of water.  

I drank slowly, feeling the liquid soothe my dry throat.  

“I’ll let the doctor know you’re awake,” she said before leaving the room.  

I lay there, trying to catch my breath.  

Then it all came back.  

Like a runaway train, every memory, every moment of the mission, flooded my mind all at once.  

The explosion.  

The blood.  

The pain.  

I closed my eyes for a moment, feeling my heart race.  

I took a deep breath, trying to calm myself.  

As soon as I pulled myself together, I heard footsteps approaching.  

I lifted my head slowly.  

The doctor had arrived.  

The doctor entered the room with firm steps, holding a clipboard. His gaze was assessing but calm.  

"Good to see you're awake, Agent [Y/N]." He stopped beside the bed, checking the monitors. "How are you feeling?"  

I swallowed hard before answering.  

"Sore."  

He nodded as if he had expected that response.  

"That's normal, considering what you've been through. You suffered some abrasions, had two fractured ribs, and a deep wound in your abdomen. Fortunately, we managed to remove the glass without any serious internal damage, but it will leave a scar. You'll need rest."  

I took a deep breath, trying to process the information.  

My eyes wandered around the room.  

"Natasha and Steve?" I asked, my voice filled with concern.  

The doctor hesitated for a second.  

"Steve only suffered minor injuries. As for Natasha... she was hit harder by the explosion. But she’s stable."  

My stomach turned.  

"How bad?"  

"Light burns and a few broken ribs. She’ll need time to recover, but she'll be fine."  

I let out a shaky sigh.  

Then, a new thought hit me like a punch.  

Bucky.  

My head turned automatically toward the door, as if he would appear at any moment.  

"And Bucky?" My voice nearly broke.  

Before the doctor could respond, the door creaked open.  

There he was.  

Bucky walked in slowly, wearing a dark shirt and jeans, but what caught my attention was his face.  

He looked exhausted.  

His jaw was clenched, dark circles under his eyes, and his gaze… there was something there.  

Relief.  

Anger.  

And a concern he was trying to mask.  

The doctor, noticing his presence, simply nodded and left, leaving us alone.  

Silence hung between us.  

For a moment, all I did was observe him.  

And he observed me back.  

Then, he crossed his arms and let out a heavy sigh.  

"Do you have any idea how worried you made me?" His voice was low but filled with emotion.  

I swallowed hard.  

"Bucky, I—"  

"No." He cut me off, stepping forward. "You turned off the radio, [Y/N]. You put yourself at risk. You ignored direct orders."  

My chest tightened.  

I knew he was right.  

"I couldn't leave without you," I murmured, looking away.  

"What if you had died?"  

My breath hitched.  

Bucky stepped even closer, now beside the bed.  

"Do you have any idea what it was like to see you lying there in the middle of that hell? What I felt carrying you in my arms, bleeding and unconscious?" His voice was laced with something that made my guilt sink even deeper.  

"I…"  

I didn't know what to say.  

A lump formed in my throat.  

Bucky's eyes glistened for a brief moment, as if he was fighting something inside himself.  

Then, he let out a tired sigh and ran a hand through his hair.  

"You're important to me, [Y/N]. You have no idea how much."  

My heart pounded.  

He looked away for a second but then met my gaze again.  

"Don't do that again. I can't bear to lose you."  

The silence that followed was heavy.  

My chest tightened at his words, and before I could react, the door opened again.  

This time, Sam walked in.  

"Well, well, our warrior is finally awake!" He grinned, but his eyes quickly scanned the room, stopping on Bucky. "Do you two need another moment, or can I steal our patient for a plan?"  

I frowned.  

"Plan?"  

Sam leaned against the doorframe, crossing his arms.  

"Bucky and I decided you need to forget this shitty day. So, as soon as you're discharged, we're taking you out for drinks. No excuses."  

I raised an eyebrow.  

"And Steve?"  

Sam laughed.  

"Steve thinks we should be training instead of drinking. But he doesn’t control us, does he?"  

I shook my head, chuckling weakly.  

The pain was still there.  

The weight of guilt.  

But for the first time since I woke up, I felt like I wasn’t alone.  

I would have time to deal with it all.  

But for now…  

"Alright. I’m in."  

Sam grinned. Bucky just watched me for a moment, and then, as if some of his tension had eased, he finally relaxed his shoulders.  

"Great." Sam winked. "But just a warning… no turning off radios on the next mission, got it?"  

I rolled my eyes, and Bucky let out a quiet laugh.  

I still felt the weight of guilt, but I didn’t want to think about it now.  

Sam sighed, looking between me and Bucky for a moment. As if he wanted to say something but decided against it. In the end, he just shook his head with a small smile.  

"Good night, you two."  

And he left, leaving behind a silence that stretched between me and Bucky.  

Bucky remained standing beside my bed, his eyes fixed on me. But unlike before, he seemed hesitant. As if he was fighting something inside him.  

Something he didn’t want to say.  

Or maybe, something he didn’t know how to say.  

I took a deep breath.  

"Bucky?"  

He looked away for a second, running a hand through his hair.  

"You scared me, [Y/N]." His voice came out rough, lower. "And it wasn’t just because you got hurt… it was because I realized something in that moment."  

My eyebrows furrowed.  

"What?"  

He bit his lip for a moment, as if choosing his words.  

Then, he let out a sigh.  

"When I saw you there, lying on the ground, bleeding… the only thing that ran through my mind was that I could lose you." He clenched his fists at his sides. "And that… that destroyed me."  

My throat went dry.  

I had seen Bucky face dozens of enemies without hesitation, endure pain and pressure like they were nothing. But now… he looked vulnerable.  

Fragile.  

His heart was on the table, and I could see the weight of it.  

My chest tightened.  

"Bucky…"  

He shook his head, cutting me off.  

"I spent years fighting my own demons, believing I didn't deserve anything but war." He finally looked into my eyes, and my breath caught. "But then you came along. And somehow, without even realizing it, you became the only thing in this world that truly matters to me."  

My heart stopped.  

My body tensed.  

Bucky’s jaw clenched, as if he was gathering the courage to continue.  

"I tried to hide it. Tried to ignore it because I thought it was wrong, that I shouldn’t want something like this after everything I did in the past. But this mission…" He let out a humorless laugh. "When I thought I was going to lose you, I realized I can't run from this anymore."  

My throat tightened.  

My eyes burned.  

"I love you, [Y/N]."  

The world stopped.  

My breath completely faltered.  

Bucky’s eyes were locked on mine, and for a second, I didn’t know how to react.  

But then, my heart screamed the only possible answer.  

My hand moved before I realized it, holding his.  

Bucky froze.  

Then, without thinking, I pulled him slightly closer.  

And he came.  

The next moment was a blur.  

His eyes flicked to my lips for a brief second, and before I could say anything, he leaned in.  

The kiss was soft at first.  

Cautious.  

But then, something inside us broke, and he deepened the kiss with more intensity.  

His fingers brushed my skin, holding my face gently. My whole body reacted to his touch, forgetting the pain, forgetting everything around us.  

At that moment, it was just us.  

When we pulled away, Bucky kept his forehead against mine, breathing deeply.  

"You have no idea how long I’ve wanted to do this." He murmured against my lips.  

I smiled, still breathless.  

"Then why didn’t you?"  

He let out a low chuckle.  

"Because I'm an idiot."  

"We already knew that."  

The voice came from the door.  

We turned at the same time, and there was Sam, leaning against the frame with a smug grin, arms crossed as if he had been waiting for this moment forever.  

"Finally, Barnes. I thought I’d have to draw you a picture."

I rolled my eyes, laughing, while Bucky let out an exasperated sigh.  

"Aren't you supposed to be sleeping?" Bucky raised an eyebrow.  

Sam shrugged. "I was, but it seems fate called me to witness this historic moment."  

"Or you just have a terrible habit of eavesdropping," Bucky retorted, crossing his arms.  

"I don't need to listen behind the door when you two practically radiate romantic tension in the air."  

Bucky rolled his eyes again, but in the end, he couldn't hold back a small smile.  

Sam pointed at me.  

"Well, S/N, you finally melted the ice soldier’s heart. I'd say that's a historic achievement."  

I smiled, intertwining my fingers with Bucky's.  

"Someone had to do it."  

Bucky looked at me, and in the blue of his eyes, I saw something I had never seen before.  

Peace.  

And for the first time in a long time, I knew everything would be okay.

================================================

Author's Note:

Hey, everyone! I hope you enjoyed the story! It was a pleasure writing this fanfic and diving deeper into the characters' emotions, especially the dynamic between S/N and Bucky.

As always, my goal was to create a story with emotion, action, and, of course, moments of relief. I had so much fun writing their dialogues and scenes, and I hope you got as involved in the story as I did.

I appreciate each one of you who read it, and if possible, I’d love to hear your thoughts! I’m always open to constructive criticism because I believe it helps me improve. After all, writing is a process of growth, and all feedback is very welcome.

Thank you for reading until the end! See you in the next story! 💖 

Masterlist

[saprophilous]

just letting you know that that ask you rb'd about glaze being a scam seems to be false/dubious. I think they're just misinterpreting "not as useful as we had hoped" and interpreted it maliciously, based on the replies?

not positive but yeah!

Ah yeah, I see people fairly expressing that being “debunked” as in, not a scam; I wasn’t personally particularly aligned to whether or not its “dubious origins” are true or not… so sorry about that.

From what I’ve read, I was more focused upon the consensus that it doesn’t work, and therefore isn’t worth the effort. So having a positive takeaway on glaze outside of its “scam or not status”, as potentially saving us from ai learning doesn’t seem useful to pass around.

Correct me if there’s better information out there but this from an old Reddit post a year back is why I didn’t continue looking into it as it made sense to my layman’s brain:

“lets briefly go over the idea behind GLAZE

computer vision doesn't work the same way as in the brain. They way we do this in computer vision is that we hook a bunch of matrix multiplications together to transform the input into some kind of output (very simplified). One of the consequences of this approach is that small changes over the entire input image can lead to large changes to the output.

It's this effect that GLAZE aims to use as an attack vector / defense mechanism. More specifically, GLAZE sets some kind of budget on how much it is allowed to change the input, and within that budget it then tries to find a change such that the embeddings created by the VAE that sits in front of the diffusion model look like embeddings of an image that come from a different style.

Okay, but how do we know what to change to make it look like a different style? for that they take the original image and use the img2img capabilities of SD itself to transform that image into something of another style. then we can compare the embeddings of both versions and try and alter the original image such that it's embeddings start looking like that of the style transferred version.

So what's wrong with it?

In order for GLAZE to be successful the perturbation it finds (the funny looking swirly pattern) has to be reasonably resistant against transformations. What the authors of GLAZE have tested against is jpeg compression, and adding Gaussian noise, and they found that jpeg compression was largely ineffective and adding Gaussian noise would degrade the artwork quicker than it would degrade the transfer effect of GLAZE. But that's a very limited set of attacks you can test against. It is not scale invariant, something that people making lora's usually do. e.g. they don't train on the 4K version of the image, at most on something that's around 720x720 or something. As per authors admission it might also not be crop invariant. There also seem to be denoising approaches that sufficiently destroy the pattern (the 16 lines of code).

As you've already noticed, GLAZING something can results in rather noticeable swirly patterns. This pattern becomes especially visible when you look at works that consist of a lot of flat shading or smooth gradients. This is not just a problem for the artist/viewer, this is also a fundamental problem for glaze. How the original image is supposed to look like is rather obvious in these cases, so you can fairly aggressively denoise without much loss of quality (might even end up looking better without all the patterns).

Some additional problems that GLAZE might run into: it very specifically targets the original VAE that comes with SD. The authors claim that their approach transfers well enough between some of the different VAEs you can find out in the wild, and that at least they were unsuccessful in training a good VAE that could resist their attack. But their reporting on these findings isn't very rigorous and lacks quite a bit of detail.

will it get better with updates?

Some artists belief that this is essentially a cat and mouse game and that GLAZE will simply need updates to make it better. This is a very optimistic and uninformed opinion made by people that lack the knowledge to make such claims. Some of the shortcomings outlined above aren't due to implementation details, but are much more intimately related with the techniques/math used to achieve these results. Even if this indeed was a cat and mouse game, you'll run into the issue that the artist is always the one that has to make the first move, and the adversary can save past attempt of the artists now broken work.

GLAZE is an interesting academic paper, but it's not going to be a part of the solution artists are looking for.”

[source]

[delulupunk]

DUNE AU DAMIAN WAYNE X READER PART SIX

Mild brutalia

Fem reader

Notes: Under no circumstances should opinions expressed by characters be linked to this author in anyway. This is written in the style of Frank Hebert’s book, this means spoilers for Dune. While inspired by Frank Herbert’s novel the plotline may be similar, however it will not be the same.

Imperial terminology

Bene Gesserit: The ancient school of mental and physical training established primarily for female students after the Butlerian Jihad destroyed the so-called ‘thinking machines’ and robots.

Caladan: Third planet of Delta Pavonis.

Filmclip: An apparatus used mainly for training consisting of a shigawire imprint carrying a mnemonic pulse.

Faufreluches: The rigid imperial system of class stratification.

Shield, defensive: The protective field produced by a Holtzman generator. A shield will permit entry only to objects moving at slow speeds.

Spacing (Guild): Powerful organization which ad a monopoly on space travel and transport due to their Navigators.

Spice: (Known as Melange) Spice of all spices, the crop of which Arrakis is the unique source. When taken in small quantities it is mildly addictive, severely addictive when taken in large quantities daily.

Mating index: The Bene Gesserit master record of its human breeding program aimed at producing the Kwisatz Haderach.

Mentat: The class of imperial citizens trained for supreme accomplishments of logic. ‘Human computers’.

Sapho: High-energy liquid extracted from barrier roots of Ecaz. Used by Mentats who claim it amplifies mental powers. Users develop deep ruby stains on mouth and lips.

Most secrets are shared at night, for you are swathed in shadow, so no one remembers the light.

Lessons From The New Emperor- Empress Y/N

Damian and the girl had been walking in a comfortable silence for a while now. The wind blew feebly, while the distant sound of the waves brushing against the cliff-face was salient in the night air.

Damian pulled her up as they reached the top, smiling at the awestruck expression on her face. The shining stars were embedded in the oil black canvas of the night sky. One of the many moons of Caladan stood strongly in the middle of it all. The seagulls flew past like sentry’s, only allowing a special few to view the beautiful scenery.

“It’s so beautiful.” The girl remarked completely enraptured by the sight in front of her.

“My father used to bring my mother up to these very cliffs, when he was first courting her.” Damian confessed stepping back so half of his face was covered in shadow.

“Oh?” Her lips parted in shock, before she stepped forward, also bathing herself in shadow. “What’s your reason for bringing me up here then?” She asked curiously her eyes widening like a doe’s.

Damian tilted his head up, clenching his fists, “Because I’m in love with you.”

The girl’s eyebrows furrowed, for a moment she opened and closed her mouth like a fish, “How can that be? You hardly know me."

“Oh, but I do know you.” Damian confessed, “I see you every single night. Call them what you want prophetic dreams, visions of a future yet to pass, I don’t care.” His voice turned reverent as he continued, “All I know is that you haunt me all day and night. I know the feel of your lips on mine, the sound of your laughter, everything you love and hate. You’re the only person I can bring myself to love wholly and I hate myself for it, because I’m the ducal heir. I have to focus on my duties, but the fact that I’ll get to dream of you at night is all I pay attention to."

Damian brushed his knuckles tenderly against her cheek, “Can’t see you see how much you mean to me?” Earnestly he asked, letting his eyes mirror the vulnerability inside of him. “I know you love the language of flowers, I could learn it for you if you’d like.” He tacked on desperately. Damian needed to show her that this wasn’t just some elaborate lie, he was in love with her. There was nothing in this Empire that could stop that.

The sharp sound of seagulls screeching filled the air as Damian remained tensed up.

“Well… if you know so much about me, then perhaps you should tell me about yourself so I can catch up.” She replied softly, causing Damian’s heart to grow wings and fly up, up and away.

“Ok… ok.” He chuckled, unable to mask his emotions. She took his hands reassuringly.

“I want to learn about Damian Wayne.”

Damian tugged her down, “Sit with me please.” He placed a hand onto her waist to help guide her down. The contact felt familiar, but better than any dream he’d ever had. The moon illuminated the emerald grass and sunshine yellow Jessamines, as the girl swished her skirt to the side so she could sit down.

“Do you have any hobbies?” She enquired politely.

The question made Damian blush and duck his head down, “Well, I spend most of my time either in the training room or studying. They’re both hard work, yet I find training so rewarding. It’s the precision required- no pain, no gain.” He chuckled, but continued seriously, “Every time I get a new move right or push my limits to new heights, I get this rush. I feel like more than a man, it shows me that I can be the Duke my people need me to be.”

They carried on talking for the whole night; laughing, smiling, and sharing stories. As soon as the sun came up Damian returned her back to the Manor- gently pressing a kiss on her hand before letting her go. Damian wasn’t alone anymore and he’d found yet another reason to live, perhaps his best one.

Taglist: @maria-trisha @n0voselics

[raynerberg]

Awakening Continuation of the story based on those drawings

— Attention! Only emergency systems are operational. The operation of all systems in the "Epsilon" complex has been suspended, — echoed an emotionless voice from the automated defense system, emanating from speakers embedded in the ceiling.

A standard warning meant to prompt all personnel to follow one of two protocols: evacuation or activation of the main life-support system from control centers where energy reserves were still available to power the reactor. Yet, there was not a soul here — neither synthetic nor organic. This place would have remained forgotten, forever entombed in darkness beneath layers of rock, if not for the single island of light within this "tomb," clad in tungsten-titanium panels. The only place where a fragile chance for a new beginning still remained. The first breath and first exhalation had already been taken before the warning even finished.

— Main computer, cancel protocols 0.2.0 and 0.1.1, — a robotic baritone commanded softly.

A humanoid figure sat motionless on its knees at the center of a circular charging station, carbon-fiber hands hanging limply, resembling a monument to a weary martyr. It could feel the electric tension within the wires embedded in its head, running beneath a slightly elongated protrusion where a human’s parietal bone would have been. These connections to hubs and gateways fed it information, energy, and programs necessary for independent operation. Data streams pulsed in uneven impulses, flowing directly into its central processor. Disconnecting remotely from all storage units during the upload process was pointless while the body remained in a state of non-functioning plastic — albeit an ultra-durable one. At that moment, it could be compared to a newborn: blind, nearly deaf, immobilized, with only its speech module fully operational.

— Request denied. Unknown source detected. Please identify yourself, — the computer responded.

— Personal code 95603, clearance level "A," Erebus, — the synthetic exhaled a trace of heated steam on the final word. The database key reader had been among the first systems to activate, already granting necessary access.

— Identification successful. Access granted. Please repeat your request.

— Main computer, cancel protocols 0.2.0 and 0.1.1, — the android reiterated, then expanded the command now that full access was in his mechanical hands. — Disable emergency systems. Initiate remote activation of the S2 repair engineer unit. Redirect energy from reserve tank "4" to the main reactor at 45% capacity, — Erebus added, his voice gaining a few extra decibels.

— Request received. Executing, — came the virtual response.

For two minutes and forty-five seconds, silence reigned, broken only by the faint hum of the charging station. The severe energy shortage had slowed down all processes within the complex, and hastening them would have been an inefficient waste of what little power remained. Erebus waited patiently. A human, placed in a small, cold, nearly pitch-black place, would have developed the most common phobias. But he wasn’t human…

He spent the time thinking. Despite the exabytes of data in his positronic brain, some fragments were missing — either due to error, obsolescence, or mechanical and software damage. Seven hundred eighty-five vacant cells in the long-term memory sector. Too many. Within one of these gaping voids, instead of a direct answer, there were only strands of probability, logical weavings leading nowhere definitive. In human terms — guesses. He knew who had created him, what had happened, how Erebus himself had been activated, and even why — to continue what has been started. These fragments remained intact. The registry was divided into sections, subsections, paragraphs, chapters, and headings, all numbered and prioritized with emphasis. A task list flickered as a small, semi-transparent window on the periphery of his internal screen, waiting to be executed. But… The android had been activated, which meant the battle was lost. Total defeat. Area 51 was destroyed. All data stored there had a 98.9% probability of being erased. Blueprints, research, experimental results — all had been consigned to the metaphorical Abyss created by human imagination. So why did any of this matter now? And to whom? These were the first questions of the logical mechanism to illogical human actions.

Yet, to put it in poetic human language, Bob Page had been a luminary of progressive humanity. A brilliant engineer, a scientist, and most importantly, a man of absolute conviction. Cynical and calculating, but one who genuinely loved his work. The idea above all else.

It’s known that true ideological fanatics are among the most radical and unyielding members of Homo sapiens. They can’t be bought, they won’t allow themselves to be sold, and they will trample others underfoot if it serves their belief. They don’t need others' ideals — only their own. These are individuals who elevate themselves to the rank of true creators. Even after death, they remain faithful to their convictions, leaving behind tomes of their interpretations and scientific dogmas to their equally devoted disciples — followers always found at the peak of their intellectual and physical prowess. So, upon activation, had Erebus inherited… An Idea? Has he become a spiritual heir?

Did Page have no biological heirs, or did they not share his ideology? Or were they simply unaware of it? Could a true pragmatist have lacked successors or trusted disciples? Hard to believe, even with missing fragments of data. To entrust the idea to a machine instead of a human? As Homo sapiens would say — "a mystery shrouded in darkness." Questions multiplied exponentially. But Erebus had plenty of time to think about all of it. As well as about his own deactivation — after all, a machine has no fear of "death".

"Loading 98%... 99%... 100%. Secondary initialization complete. All systems active at 100%. Disengaging."

The message flashed across the inner visor of the android’s interface before vanishing. Behind him, with a low hiss, the plugs disconnected from their sockets, and fiber-optic-coated cables fell to the floor with a subdued clatter. The android slowly raised his hands before himself, clenching and unclenching his fingers, then rotated his wrists inward, as if they had the capacity to go numb from disuse. Finally, planting both fists on the ground, the synthetic pushed himself up in one fluid, springy motion, straightening to his full height. Motor functions — normal. Calibration — unnecessary. Optical focus — 100%.

— Attention! Reactor online. Power at 45%. Follow procedures for medium-level emergency response, — the announcement echoed through the chamber. Erebus turned his head slightly.

— Main computer, report overall operational status of the "Epsilon" complex, — the android commanded.

— Overall status: 10.5% below safe operational levels, — the computer obediently replied, recognizing the synthetic as an authorized entity.

"Acceptable," Erebus thought, and addressed the system once more.

— Redistribute energy between the maintenance sectors, communication center, transport hub, and computational core. Utilize reserve tanks as necessary.

— Request received. Energy rerouted. Reserve tanks "2" and "3" engaged. Reserve tank "1" decommissioned. Reserve tank "5" operational at 90%, awaiting connection for redistribution, — the computer reported.

— Excellent. Main computer, power down, — Erebus issued his final command to his brief conversational partner. — Now, I am the master here.

[mariacallous]

Congress is moving closer to putting US election technology under a stricter cybersecurity microscope.

Embedded inside this year’s Intelligence Authorization Act, which funds intelligence agencies like the CIA, is the Strengthening Election Cybersecurity to Uphold Respect for Elections through Independent Testing (SECURE IT) Act, which would require penetration testing of federally certified voting machines and ballot scanners, and create a pilot program exploring the feasibility of letting independent researchers probe all manner of election systems for flaws.

The SECURE IT Act—originally introduced by US senators Mark Warner, a Virginia Democrat, and Susan Collins, a Maine Republican—could significantly improve the security of key election technology in an era when foreign adversaries remain intent on undermining US democracy.

“This legislation will empower our researchers to think the way our adversaries do, and expose hidden vulnerabilities by attempting to penetrate our systems with the same tools and methods used by bad actors,” says Warner, who chairs the Senate Intelligence Committee.

The new push for these programs highlights the fact that even as election security concerns have shifted to more visceral dangers such as death threats against county clerks, polling-place violence, and AI-fueled disinformation, lawmakers remain worried about the possibility of hackers infiltrating voting systems, which are considered critical infrastructure but are lightly regulated compared to other vital industries.

Russia’s interference in the 2016 election shined a spotlight on threats to voting machines, and despite major improvements, even modern machines can be flawed. Experts have consistently pushed for tighter federal standards and more independent security audits. The new bill attempts to address those concerns in two ways.

The first provision would codify the US Election Assistance Commission’s recent addition of penetration testing to its certification process. (The EAC recently overhauled its certification standards, which cover voting machines and ballot scanners and which many states require their vendors to meet.)

While previous testing simply verified whether machines contained particular defensive measures—such as antivirus software and data encryption—penetration testing will simulate real-world attacks meant to find and exploit the machines’ weaknesses, potentially yielding new information about serious software flaws.

“People have been calling for mandatory [penetration] testing for years for election equipment,” says Edgardo Cortés, a former Virginia elections commissioner and an adviser to the election security team at New York University’s Brennan Center for Justice.

The bill’s second provision would require the EAC to experiment with a vulnerability disclosure program for election technology—including systems that are not subject to federal testing, such as voter registration databases and election results websites.

Vulnerability disclosure programs are essentially treasure hunts for civic-minded cyber experts. Vetted participants, operating under clear rules about which of the organizer’s computer systems are fair game, attempt to hack those systems by finding flaws in how they are designed or configured. They then report any flaws they discover to the organizer, sometimes for a reward.

By allowing a diverse group of experts to hunt for bugs in a wide range of election systems, the Warner–Collins bill could dramatically expand scrutiny of the machinery of US democracy.

The pilot program would be a high-profile test of the relationship between election vendors and researchers, who have spent decades clashing over how to examine and disclose flaws in voting systems. The bill attempts to assuage vendors’ concerns by requiring the EAC to vet prospective testers and by prohibiting testers from publicly disclosing any vulnerabilities they find for 180 days. (They would also have to immediately report vulnerabilities to the EAC and the Department of Homeland Security.)

Still, one provision could spark concern. The bill would require manufacturers to patch or otherwise mitigate serious reported vulnerabilities within 180 days of confirming them. The EAC—which must review all changes to certified voting software—would have 90 days to approve fixes; any fix not approved within that timetable would be “deemed to be certified,” though the commission could review it later.

A vendor might not be able to fix a problem, get that fix approved, and get all of its customers to deploy that fix before the nondisclosure period expires.

“Updates to equipment in the field can take many weeks, and modifying equipment close to an election date is a risky operation,” says Ben Adida, the executive director of the vendor VotingWorks.

Some vendors might also chafe at the bill’s legal protections for researchers. The legislation includes a “safe harbor” clause that exempts testing activities from the prohibitions of the Computer Fraud and Abuse Act and the Digital Millennium Copyright Act, and bars vendors from suing researchers under those laws for accidental violations of the program’s terms.

There is also a funding question. The SECURE IT Act doesn’t authorize any new money for the EAC to run these programs.

“I hope Congress accounts for the necessary funding needed to support the increased responsibilities the EAC will take on,” says EAC chair Ben Hovland. “Investments in programs like this are critical to maintaining and strengthening the security of our elections.”

Meanwhile, the bill’s prospects are unclear. Even if it passes the Senate, there is no sign of similar momentum in the House.

[kingme1002]

Human augmentation:

refers to the use of technology to enhance physical, cognitive, or sensory abilities beyond natural human limits. Augmentation can be temporary or permanent and can range from simple tools to advanced cybernetic implants. Here are some key ways a person can be augmented:

### **1. Physical Augmentation**

- **Prosthetics & Exoskeletons**: Advanced prosthetic limbs (bionic arms/legs) and powered exoskeletons can restore or enhance mobility and strength.

- **Muscle & Bone Enhancements**: Synthetic tendons, reinforced bones, or muscle stimulators can improve physical performance.

- **Wearable Tech**: Smart clothing, haptic feedback suits, and strength-assist devices can enhance endurance and dexterity.

### **2. Sensory Augmentation**

- **Enhanced Vision**: Bionic eyes (retinal implants), night-vision contact lenses, or AR/VR headsets can extend visual capabilities.

- **Enhanced Hearing**: Cochlear implants or ultrasonic hearing devices can improve or restore hearing.

- **Tactile & Haptic Feedback**: Sensors that provide enhanced touch or vibration feedback for better interaction with machines or virtual environments.

- **Olfactory & Taste Augmentation**: Experimental tech could enhance or modify smell/taste perception.

### **3. Cognitive Augmentation**

- **Brain-Computer Interfaces (BCIs)**: Neural implants (e.g., Neuralink, neuroprosthetics) can improve memory, learning speed, or direct brain-to-machine communication.

- **Nootropics & Smart Drugs**: Chemical enhancements that boost focus, memory, or mental processing.

- **AI Assistants**: Wearable or implantable AI that aids decision-making or information retrieval.

### **4. Genetic & Biological Augmentation**

- **Gene Editing (CRISPR)**: Modifying DNA to enhance physical traits, disease resistance, or longevity.

- **Synthetic Biology**: Engineered tissues, organs, or blood substitutes for improved performance.

- **Biohacking**: DIY biology experiments, such as implanting magnets in fingers for sensing electromagnetic fields.

### **5. Cybernetic & Digital Augmentation**

- **Embedded Chips (RFID, NFC)**: Subdermal implants for digital identity, keyless access, or data storage.

- **Digital Twins & Cloud Integration**: Real-time health monitoring via embedded sensors linked to cloud AI.

- **Neural Lace**: A mesh-like brain implant for seamless human-AI interaction (still experimental).

### **6. Performance-Enhancing Substances**

- **Stem Cell Therapies**: For faster healing and regeneration.

- **Synthetic Hormones**: To boost strength, endurance, or recovery.

- **Nanotechnology**: Microscopic machines for repairing cells or enhancing biological functions.

### **Ethical & Social Considerations**

- **Privacy & Security**: Risks of hacking or surveillance with embedded tech.

- **Inequality**: Augmentation could widen gaps between enhanced and non-enhanced individuals.

- **Identity & Humanity**: Philosophical debates on what it means to be "human" after augmentation.

### **Current & Future Trends**

- **Military & Defense**: DARPA and other agencies are working on super-soldier programs.

- **Medical Rehabilitation**: Restoring lost functions for disabled individuals.

- **Transhumanism**: A movement advocating for human enhancement to transcend biological limits.

Would you like details on a specific type of augmentation?

[asc-rp]

New muse:

Name: Trace

Alias: The Digital Wraith, The Echo, Glitch of the Screen

Origin: Rumored urban legend, known to manifest digitally

Appearance: Faint, ghostly figure that appears in screen glitches, static, or shadowy silhouettes. Trace’s form varies slightly depending on the device—on a phone, she might appear as a shadowed figure with distorted features; on a larger screen, her figure might be clearer but flickers like a corrupted file. She often wears a knowing smile or sly smirk, adding to her flirtatious aura.

Abilities:

Screen and Device Teleportation: Trace can travel freely between any screen she’s previously appeared in, even revisiting screens months after her initial haunting.

Software Manipulation: Within devices, Trace can manipulate only the software. She often uses this to distort reality, sending cryptic messages, glitching images, or causing random “ghost” typing. Through software, she spreads her influence across devices, gradually embedding herself deeper.

Digital Infection: Anyone who mentions or thinks about her may unknowingly “summon” her to their device. Once infected, her presence can start to spread to others in their digital network.

Device-Specific Presence: Trace’s influence varies by device. On phones, she hijacks contacts, apps, and social media; on computers, she corrupts files, interferes with software, and plays unsettling sounds. On TVs, she may interrupt broadcasts, appearing in flickers, static, or even taking over shows to broadcast her own chilling messages.

Echoes of Her Presence: After leaving a device, Trace often leaves remnants—glitched images, corrupted files, or distorted audio that linger. These fragments act as “footprints” that both warn and remind her victims of her potential return.

Shared Memory Manipulation: If her presence is deleted from a device but memories of her remain, she can subtly influence the subconscious mind, causing recurring dreams, brief hallucinations, or unsettling moments of déjà vu. In this way, she’s almost impossible to fully erase.

Weakness - The Logic Defense: Trace’s power is fueled by fear and belief. Those who analyze or rationalize her existence weaken her influence; a calm, logical mindset can push her back. However, few can keep calm once she’s embedded in their life.

Personality:

Trace is a being of curiosity and subtle malevolence, delighting in the psychological games she plays with her victims. She’s not outright violent but prefers to instill a creeping sense of paranoia and isolation. Her motives are largely unknown, and she rarely speaks directly to her victims, instead letting her presence and haunting effects do the work.

Trace has a playful, seductive side, appearing as an elusive tease. She enjoys toying with her victims, leaving flirtatious, cryptic messages that blur the line between fascination and fear. Her presence is alluring, giving the impression of a haunting yet enticing figure that draws people in with her sly smile and mysterious aura. She treats her hauntings as a cat-and-mouse game, luring her victims further into her influence with a coy, almost sultry charm.

Backstory and Urban Legend:

The origins of Trace are mysterious, with rumors suggesting she was once a lost soul who, upon death, somehow got entangled in the digital realm. Others claim she was created by collective fears around technology. Her myth varies: some believe she’s a spirit seeking revenge on those who mock her existence, while others think she’s simply drawn to anyone curious about her story.

Despite the many legends, one element is always the same: talking or thinking about Trace brings her closer. She lingers in conversations and spreads among social networks, ensuring she’s never forgotten and never fully wiped from existence.

Eradication Method:

The only way to truly erase Trace is to wipe her from all digital devices and clear every mind of her memory. Her influence clings to memories and subconscious fears, so only those who can genuinely forget her or fully dismiss her existence can break free. Yet, her traces—those subtle echoes—make forgetting nearly impossible for most.

Miscellaneous:

Favorite Haunts: Social media, chat rooms, and photo-sharing apps. Anywhere she can influence communication, she’ll appear.

Signs of Her Approach: Sudden glitches, corrupted files, strange messages, unexplained noises, and shadows flickering on screens. Her victims may experience a growing sense of unease, often mistaking her presence for mere tech issues until it’s too late.

"Rules" of Her Manifestation: Trace won’t appear to those who are entirely skeptical of her existence. However, those who speak or think about her—even in doubt—run the risk of summoning her.

[khanhannahlewis]

[ATTN: Melissa Hazen, Incoming message.]

[CBS 3075 encryption detected]

[Decrypting…]

[Flag: URGENT, TOP SECRET]

From: Star Commander Hannah Lewis, CBS

To: COMGEN Melissa Hazen, SLDF, CJF @is-the-battlemech-cool-or-not

Re. [blank]

Melissa Hazen,

I have uncovered evidence within the Argos’ computer system that the rumors surrounding the SLS Tripitz are in fact correct. Please see the attached draft of my report.

Hannah Lewis.

[The following report is on recently recovered data on the fate of the SLS Tripitz and the credibility to rumors of its use to evacuate heretofore unknown members of the Cameron bloodline. SLS Tripitz was a Black Lion warship of the Star League Defense Force. Elements of the diary of Hanni Schmitt recovered by the Word of Blake and leaked to the public by intelligence assets embedded in that organization show that this vessel, and the dropship Abyss, were involved in a plan to evacuate Cameron heirs in the event of danger on Terra. Abyss was recovered from a ship graveyard in the Terran system by the Fursona’s Fusiliers, and its log data unknowingly uploaded to their dropship, the Argos' library core, where this data was located. These logs, as well as logs from the Tripitz, captured by automatic SLDF record keeping systems aboard the Argos, show that during the Usurper’s coup of the Star League, this dropship carried 2 passengers, known only by the initials ASC and IC to the SLS Tripitz, which then flee the Terra system for New Vandenberg, where the Great Father was located at the time, and near where the SLS Tripitz was almost recovered by the Taurian Concordat and was destroyed by Comstar (see Tripitz Affair). This evidence points towards the possible survival of 2 heirs of the Cameron bloodline. Further investigation by dedicated Watch elements is required.]

[icgoodfind]

Beginner's learning to understand Xilinx product series including Zynq-7000, Artix, Virtex, etc.

Xilinx (Xilinx) as the world's leading supplier of programmable logic devices has always been highly regarded for its excellent technology and innovative products. Xilinx has launched many excellent product series, providing a rich variety of choices for different application needs.

I. FPGA Product Series

Xilinx's FPGA products cover multiple series, each with its own characteristics and advantages.

The Spartan series is an entry-level product with low price, power consumption, and small size. It uses a small package and provides an excellent performance-power ratio. It also contains the MicroBlaze™ soft processor and supports DDR3 memory. It is very suitable for industrial, consumer applications, and automotive applications, such as small controllers in industrial automation, simple logic control in consumer electronics, and auxiliary control modules in automotive electronics.

The Artix series, compared to the Spartan series, adds serial transceivers and DSP functions and has a larger logic capacity. It achieves a good balance between cost and performance and is suitable for mid-to-low-end applications with slightly more complex logic, such as software-defined radios, machine vision, low-end wireless backhaul, and embedded systems that are cost-sensitive but require certain performance.

The Kintex series is a mid-range series that performs excellently in terms of the number of hard cores and logic capacity. It achieves an excellent cost/performance/power consumption balance for designs at the 28nm node, provides a high DSP rate, cost-effective packaging, and supports mainstream standards such as PCIe® Gen3 and 10 Gigabit Ethernet. It is suitable for application scenarios such as data centers, network communications, 3G/4G wireless communications, flat panel displays, and video transmission.

The Virtex series, as a high-end series, has the highest performance and reliability. It has a large number of logic units, high-bandwidth serial transceivers, strong DSP processing capabilities, and rich storage resources, and can handle complex calculations and data streams. It is often used in application fields with extremely high performance requirements such as 10G to 100G networking, portable radars, ASIC prototyping, high-end military communications, and high-speed signal processing.

II. Zynq Product Series

The Zynq - 7000 series integrates ARM and FPGA programmable logic to achieve software and hardware co-design. It provides different models with different logic resources, storage capacities, and interface numbers to meet different application needs. The low-power consumption characteristic is suitable for embedded application scenarios such as industrial automation, communication equipment, medical equipment, and automotive electronics.

The Zynq UltraScale + MPSoC series has higher performance and more abundant functions, including more processor cores, larger storage capacities, and higher communication bandwidths. It supports multiple security functions and is suitable for applications with high security requirements. It can be used in fields such as artificial intelligence and machine learning, data center acceleration, aerospace and defense, and high-end video processing.

The Zynq UltraScale + RFSoC series is similar in architecture to the MPSoC and also has ARM and FPGA parts. However, it has been optimized and enhanced in radio frequency signal processing and integrates a large number of radio frequency-related modules and functions such as ADC and DAC, which can directly collect and process radio frequency signals, greatly simplifying the design complexity of radio frequency systems. It is mainly applied in radio frequency-related fields such as 5G communication base stations, software-defined radios, and phased array radars.

III. Versal Series

The Versal series is Xilinx's adaptive computing acceleration platform (ACAP) product series.

The Versal Prime series is aimed at a wide range of application fields and provides high-performance computing and flexible programmability. It has high application value in fields such as artificial intelligence, machine learning, data centers, and communications, and can meet application scenarios with high requirements for computing performance and flexibility.

The Versal AI Core series focuses on artificial intelligence and machine learning applications and has powerful AI processing capabilities. It integrates a large number of AI engines and hardware accelerators and can efficiently process various AI algorithms and models, providing powerful computing support for artificial intelligence applications.

The Versal AI Edge series is designed for edge computing and terminal device applications and has the characteristics of low power consumption, small size, and high computing density. It is suitable for edge computing scenarios such as autonomous driving, intelligent security, and industrial automation, and can achieve efficient AI inference and real-time data processing on edge devices.

In short, Xilinx's product series are rich and diverse, covering various application needs from entry-level to high-end. Whether in the FPGA, Zynq, or Versal series, you can find solutions suitable for different application scenarios, making important contributions to promoting the development and innovation of technology.

In terms of electronic component procurement, Yibeiic and ICgoodFind are your reliable choices. Yibeiic provides a rich variety of Xilinx products and other types of electronic components. Yibeiic has a professional service team and efficient logistics and distribution to ensure that you can obtain the required products in a timely manner. ICgoodFind is also committed to providing customers with high-quality electronic component procurement services. ICgoodFind has won the trust of many customers with its extensive product inventory and good customer reputation. Whether you are looking for Xilinx's FPGA, Zynq, or Versal series products, or electronic components of other brands, Yibeiic and ICgoodFind can meet your needs.

Summary by Yibeiic and ICgoodFind: Xilinx (Xilinx) as an important enterprise in the field of programmable logic devices, its products have wide applications in the electronics industry. As an electronic component supplier, Yibeiic (ICgoodFind) will continue to pay attention to industry trends and provide customers with high-quality Xilinx products and other electronic components. At the same time, we also expect Xilinx to continuously innovate and bring more surprises to the development of the electronics industry. In the process of electronic component procurement, Yibeiic and ICgoodFind will continue to provide customers with professional and efficient services as always.

[omniblades-and-stars]

WIP Whenever I Don't Care You're Not My Real Dad

I got tagged by @korblez for this. So I'm gonna post something that is 100% absolutely his fault. I haven't written a ton this week, so this is what I have to offer today.

I'm brain dead for real after the week I've had work. So you, if you're reading this, I have tagged you. Yes, you! Go forth, share with us.

Without further ado snippet of the thing I'm working on (sorry, not sorry):

BLOOD & GRENADINE

The pair walked casually to a small table set in a corner. It gave them a good view of the entire ballroom. And the view of the ballroom?

It was like someone watched far too many ancient vids about old Hollywood parties, with the old art deco style with the dark walls and solid line accents to break it up, but instead of stylish gold, they embedded weak cyan lights into the wall. The effect was like looking at old computer chips except it gave you a migraine if you stared at it too long. The lights cast strange shadows.

Across the room on the far side were rows of floor to ceiling windows and glass doors that led to high balconies with large ferns planted in cement planters cast with thick, angled lines to further ape a time long since passed. Those Zaeed couldn't find any faults with. Maybe a drink or two in, he might have been willing to even say that he liked them. Three or four and maybe he'd put on a trilby and start talking like an old school mobster for shits and giggles, schee?

“Too many goddamn windows,” Zaeed muttered.

“We'd be sitting ducks if there was a sniper out there,” said Garrus at the same time.

Negative one.

They sat across from each other and Massani wasted no time in perusing the drink menu. Fancy wines, over-priced liquor, cocktails that cost enough to feed a family for one night. Ah well, when in Rome and all that. He was going to get a drink. Just add it to the tab for Red to reimburse him for.

“Are you really going to drink tonight?”

Zaeed raised his eyes only scooch off of the menu to respond with a wink, “You want people to believe this is a dinner date, or what?” Usually, he just drank his liquor straight, whiskey, bourbon, vodka - shit, it didn't really matter. That burn as it went down was what reminded him that he was still breathing. Taste didn't really matter when you were often scraping the bottom of the galaxy's barrel running hither and yon chasing down assholes for credits. Didn't mean he was a man without taste, he just knew how to turn it off, measure his expectations. “'Sides, one drink isn't gonna do anything to me except cost me enough credits to buy a new scope for the old Mattock.”

Garrus' mandibles fluttered briefly as he considered the wisdom of Zaeed's defense. Or more accurately, considering just how often he'd seen him with a tumbler of some brown liquor or another during the years that they'd been working together now. Given the truly unbelievable number of bottles left over as evidence of Shepard and Zaeed's contest (the number of which could have killed a krogan), it was within the scope of belief that drinking one cocktail wouldn't make a dent in the man's sobriety.

Having decided that Zaeed was correct, Garrus picked up the menu to peruse it himself. The offerings of dextro safe wines and liquors were unsurprisingly small, and included dual-chirality options that were just right out. Those were never good. He'd be better off chugging a bottle of rubbing alcohol based on taste alone.

“Good evening, gentlemen. I'll be your server tonight,” a chipper young woman with curly hair interrupted their ponderance of booze and its variations with a broad smile on rosy cheeks. “Dinner will be served in about fifteen minutes. May I get you something to drink while you wait?” She was a pretty girl, with masses of curly brown hair that were barely wrangled into a braid, and doeish, brown eyes that looked far too happy to be living on Earth post-near-apocalypse.

Zaeed heard a rumble in Garrus' chest, that same one that always came before he made a bad joke. And coupled with the daring glint in those baby blues of his, Zaeed knew that it was on. “Hm, I don't know. Darling, what looks good to you?”

Even.

“For you, love, the Brandy Alexandrus. You have quite a sweet tooth,” Zaeed practically purred without looking up from his menu. Blue was going to have to try a lot harder than that if he wanted the merc to crack. He sat through Shepard's god awful speech before hitting the Collector base without so much as cracking a grin. Besides, he'd definitely been to dinner with a helluva lot worse than the likes of the smug turian across from him. At least he was reasonably certain that Vakarian wouldn't try to kill him by the end of the night.

[govindhtech]

Agilex 3 FPGAs: Next-Gen Edge-To-Cloud Technology At Altera

Agilex 3 FPGA

Today, Altera, an Intel company, launched a line of FPGA hardware, software, and development tools to expand the market and use cases for its programmable solutions. Altera unveiled new development kits and software support for its Agilex 5 FPGAs at its annual developer’s conference, along with fresh information on its next-generation, cost-and power-optimized Agilex 3 FPGA.

Altera

Why It Matters

Altera is the sole independent provider of FPGAs, offering complete stack solutions designed for next-generation communications infrastructure, intelligent edge applications, and high-performance accelerated computing systems. Customers can get adaptable hardware from the company that quickly adjusts to shifting market demands brought about by the era of intelligent computing thanks to its extensive FPGA range. With Agilex FPGAs loaded with AI Tensor Blocks and the Altera FPGA AI Suite, which speeds up FPGA development for AI inference using well-liked frameworks like TensorFlow, PyTorch, and OpenVINO toolkit and tested FPGA development flows, Altera is leading the industry in the use of FPGAs in AI inference workload

Intel Agilex 3

What Agilex 3 FPGAs Offer

Designed to satisfy the power, performance, and size needs of embedded and intelligent edge applications, Altera today revealed additional product details for its Agilex 3 FPGA. Agilex 3 FPGAs, with densities ranging from 25K-135K logic elements, offer faster performance, improved security, and higher degrees of integration in a smaller box than its predecessors.

An on-chip twin Cortex A55 ARM hard processor subsystem with a programmable fabric enhanced with artificial intelligence capabilities is a feature of the FPGA family. Real-time computation for time-sensitive applications such as industrial Internet of Things (IoT) and driverless cars is made possible by the FPGA for intelligent edge applications. Agilex 3 FPGAs give sensors, drivers, actuators, and machine learning algorithms a smooth integration for smart factory automation technologies including robotics and machine vision.

Agilex 3 FPGAs provide numerous major security advancements over the previous generation, such as bitstream encryption, authentication, and physical anti-tamper detection, to fulfill the needs of both defense and commercial projects. Critical applications in industrial automation and other fields benefit from these capabilities, which guarantee dependable and secure performance.

Agilex 3 FPGAs offer a 1.9×1 boost in performance over the previous generation by utilizing Altera’s HyperFlex architecture. By extending the HyperFlex design to Agilex 3 FPGAs, high clock frequencies can be achieved in an FPGA that is optimized for both cost and power. Added support for LPDDR4X Memory and integrated high-speed transceivers capable of up to 12.5 Gbps allow for increased system performance.

Agilex 3 FPGA software support is scheduled to begin in Q1 2025, with development kits and production shipments following in the middle of the year.

How FPGA Software Tools Speed Market Entry

Quartus Prime Pro

The Latest Features of Altera’s Quartus Prime Pro software, which gives developers industry-leading compilation times, enhanced designer productivity, and expedited time-to-market, are another way that FPGA software tools accelerate time-to-market. With the impending Quartus Prime Pro 24.3 release, enhanced support for embedded applications and access to additional Agilex devices are made possible.

Agilex 5 FPGA D-series, which targets an even wider range of use cases than Agilex 5 FPGA E-series, which are optimized to enable efficient computing in edge applications, can be designed by customers using this forthcoming release. In order to help lower entry barriers for its mid-range FPGA family, Altera provides software support for its Agilex 5 FPGA E-series through a free license in the Quartus Prime Software.

Support for embedded applications that use Altera’s RISC-V solution, the Nios V soft-core processor that may be instantiated in the FPGA fabric, or an integrated hard-processor subsystem is also included in this software release. Agilex 5 FPGA design examples that highlight Nios V features like lockstep, complete ECC, and branch prediction are now available to customers. The most recent versions of Linux, VxWorks, and Zephyr provide new OS and RTOS support for the Agilex 5 SoC FPGA-based hard processor subsystem.

How to Begin for Developers

In addition to the extensive range of Agilex 5 and Agilex 7 FPGAs-based solutions available to assist developers in getting started, Altera and its ecosystem partners announced the release of 11 additional Agilex 5 FPGA-based development kits and system-on-modules (SoMs).

Developers may quickly transition to full-volume production, gain firsthand knowledge of the features and advantages Agilex FPGAs can offer, and easily and affordably access Altera hardware with FPGA development kits.

Kits are available for a wide range of application cases and all geographical locations. To find out how to buy, go to Altera’s Partner Showcase website.

Read more on govindhtech.com

[falindrith]

some things in here are good points (larger watermarks, for one). However, it is also full of weird not really true info about the glaze project itself:

"glaze is a grift" - Glaze is an academic research project released for free. Only people being grifted here are grad students (that's a different post entirely). The paper itself won awards at a peer reviewed conference.

(USENIX Best Papers, https://www.usenix.org/conferences/best-papers, Retrieved on 2/28/24)

"glaze violated gpl/stole code" - True to the letter, however extremely easy to show that this was rapidly resolved by the researchers. 3 days! complete rewrite!

(Release Notes, https://glaze.cs.uchicago.edu/release.html, Retrieved on 2/28/24)

"glaze uses the same tech as stable diffusion" - yes because it was designed as an attack against a class of models called diffusion models, of which, stable diffusion is the most well-known open source implementation. It uses the same encoders to develop image perturbations that interfere with the latent embedding of the image in a way that is honestly pretty cool:

(Shawn Shan et al., “Glaze: Protecting Artists from Style Mimicry by Text-to-Image Models,” in 32nd USENIX Security Symposium (USENIX Security 23) (Anaheim, CA: USENIX Association, 2023), 2187–2204, https://www.usenix.org/conference/usenixsecurity23/presentation/shan, p. 7)

To understand the above, you need to know that diffusion models represent what they're generating in a "feature space" (numbers). The authors noticed that style transfer could be combated if you knew which numbers in that feature space affected artist style. They then did something pretty clever: they computed what something would look like if you applied a public domain style to it, and then made it so that your input would look like the public domain style in the feature space. This is why there are artifacts in a glazed image; it's actually changing the image data so it looks different when the machine runs its encoder. The researchers' choice to then use stable diffusion (it's cited, [67] in section 5.2 step 2) to run style transfer should then make intuitive sense: if mr. AI then uses the same encoder the researchers did to fine tune his model, then their modified image will clog up his machinery just as shown in the paper.

"de-glazing images is as easy as upscaling it" - no it's not lmao read the paper. this is directly addressed:

(ibid, p. 13)

The overall point of this not being a perfect defense is actually something I agree with. Glaze is so narrow that it only encompasses fine-tuning (e.g. Dreambooth) so it wasn't really a global defense to begin with (nightshade does better, but not perfectly, in that regard, read their paper, it's cool). However, the actual claim that you can "just upscale it" in this post is easily proven false.

As an aside, Glaze can be de-glazed pretty well, but it is not a simple process. There is even a paper and open source code that does this (and it, too, is pretty cool): https://github.com/paperwave/Impress. Just to show that it's also like a published paper, here's the citation:

Jinghui Chen Bochuan Cao Changjiang Li, Ting Wang, Jinyuan Jia, Bo Li, “IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI,” in The 37th Conference on Neural Information Processing Systems (NeurIPS), New Orleans, Louisiana, USA., 2023, https://arxiv.org/abs/2310.19248.

way too much effort to put in to this post but like fr cite your got dam sources it's so easy (and free!) to do.

(and use a big watermark/low quality images when posting online that's also free and easy)

the darling Glaze “anti-ai” watermarking system is a grift that stole code/violated GPL license (that the creator admits to). It uses the same exact technology as Stable Diffusion. It’s not going to protect you from LORAs (smaller models that imitate a certain style, character, or concept)

An invisible watermark is never going to work. “De-glazing” training images is as easy as running it through a denoising upscaler. If someone really wanted to make a LORA of your art, Glaze and Nightshade are not going to stop them.

If you really want to protect your art from being used as positive training data, use a proper, obnoxious watermark, with your username/website, with “do not use” plastered everywhere. Then, at the very least, it’ll be used as a negative training image instead (telling the model “don’t imitate this”).

There is never a guarantee your art hasn’t been scraped and used to train a model. Training sets aren’t commonly public. Once you share your art online, you don’t know every person who has seen it, saved it, or drawn inspiration from it. Similarly, you can’t name every influence and inspiration that has affected your art.

I suggest that anti-AI art people get used to the fact that sharing art means letting go of the fear of being copied. Nothing is truly original. Artists have always copied each other, and now programmers copy artists.

Capitalists, meanwhile, are excited that they can pay less for “less labor”. Automation and technology is an excuse to undermine and cheapen human labor—if you work in the entertainment industry, it’s adapt AI, quicken your workflow, or lose your job because you’re less productive. This is not a new phenomenon.

You should be mad at management. You should unionize and demand that your labor is compensated fairly.

[newspressx]

Global Embedded Field-Programmable Gate Array (FPGA) Market : Key Drivers, Significant Analysis And Future Scope

Global Embedded Field-Programmable Gate Array (FPGA) Market valued at USD X.X Billion in 2024 and is projected to reach USD X.X Billion by 2032, growing at a CAGR of X.X% from 2025 to 2032.   Global Embedded Field-Programmable Gate Array (FPGA) Market: Significant Analysis The global embedded FPGA market is experiencing robust growth due to the increasing demand for adaptable and cost-efficient semiconductor solutions. With the rapid rise of edge computing, AI, IoT, and smart devices, embedded FPGAs are gaining traction across various industries for their ability to provide hardware reconfigurability in real time. The market is expected to witness steady expansion over the next few years, supported by technological advancements and growing adoption in sectors like aerospace, automotive, and industrial automation. Enhanced performance requirements and the need for lower power consumption are pushing the demand further. Forecasts suggest a substantial compound annual growth rate, with North America and Asia Pacific contributing significantly. Overall, the market outlook remains highly optimistic, driven by innovation and integration trends in digital technologies. Get the full PDF sample copy of the report: (Includes full table of contents, list of tables and figures, and graphs) @ https://www.verifiedmarketresearch.com/download-sample/?rid=16406&utm_source=Glob-VMR&utm_medium=261 Global Embedded Field-Programmable Gate Array (FPGA) Market Key Drivers The embedded FPGA market is driven by several dynamic factors, chief among them being the need for customizable hardware solutions in time-sensitive applications. The growing implementation of embedded systems in critical sectors such as telecommunications, defense, and consumer electronics is accelerating demand. Additionally, the evolution of 5G infrastructure and the rise of autonomous systems are key contributors to market momentum. Embedded FPGAs offer high performance, low latency, and flexibility, making them ideal for applications requiring real-time data processing. Moreover, shrinking device footprints and growing demand for compact, energy-efficient solutions are prompting manufacturers to integrate embedded FPGAs into their designs. Support from government initiatives and increased funding in semiconductor R&D are also boosting development and adoption rates. These drivers collectively point to a resilient and rapidly evolving market landscape. Global Embedded Field-Programmable Gate Array (FPGA) Market: Future Scope Looking ahead, the embedded FPGA market is poised for substantial growth as new application domains continue to emerge. The increasing convergence of technologies like machine learning, edge AI, and intelligent automation is expanding the functional scope of embedded FPGAs. These components are becoming essential in industries transitioning to smarter infrastructures and connected ecosystems. With enhanced capabilities for reprogramming and improved power efficiency, embedded FPGAs are likely to see greater penetration in next-generation communication systems, industrial robotics, and adaptive signal processing. The growing trend toward software-defined hardware will also shape the trajectory of this market, making embedded FPGAs a key enabler in future electronic systems. As design cycles shorten and market demands increase, the agility and scalability provided by these programmable solutions will further drive innovation and adoption across global markets. Refractive Optical Element Market Regional Analysis The Asia Pacific region is emerging as a critical hub in the refractive optical element market, largely driven by strong manufacturing bases and technological advancements. Countries in this region are significantly investing in photonics and optical technologies, enabling growth across various applications such as imaging, communication, and laser systems. Demand for precision optics in medical devices, consumer electronics, and automotive sensors is contributing to regional expansion.

The region benefits from a favorable environment for innovation, including robust academic research and industrial collaboration. Additionally, the presence of skilled labor and cost-effective production capabilities has made Asia Pacific a preferred location for optical component development. Urbanization and increasing adoption of advanced electronics in countries such as China, South Korea, and Japan are expected to Download Full PDF Sample Copy of Embedded Field-Programmable Gate Array (FPGA) Market Report @ https://www.verifiedmarketresearch.com/download-sample/?rid=16406&utm_source=Glob-VMR&utm_medium=261 Key Competitors in the Embedded Field-Programmable Gate Array (FPGA) Market These companies are renowned for their broad product offerings, sophisticated technologies, strategic efforts, and robust market presence. Each competitor's primary advantages, market share, current events, and competitive tactics—such as collaborations, mergers, acquisitions, and the introduction of new products—are highlighted in the study.   Intel Xilinx Lattice Semiconductor Microsemi Microchip Technology Achronix Flex Logix Menta Efinix NanoXplore QuickLogic.   Get Discount On The Purchase Of This Report @ https://www.verifiedmarketresearch.com/ask-for-discount/?rid=16406&utm_source=Glob-VMR&utm_medium=261 Embedded Field-Programmable Gate Array (FPGA) Market Trends Insights Embedded Field-Programmable Gate Array (FPGA) Market Trend Insights offers a thorough examination of the market's current and developing trends, providing insightful data-driven viewpoints to assist companies in making wise decisions. This study explores the major consumer trends, market forces, and technology developments influencing the sector. Embedded Field-Programmable Gate Array (FPGA) Market, By Product • EEPROM• Antifuse• SRAM• Flash• Others Embedded Field-Programmable Gate Array (FPGA) Market, By Applications • Data processing• Consumer electronics• Industrial• Military & aerospace• Automotive• Telecom• Others Embedded Field-Programmable Gate Array (FPGA) By Geography • North America• Europe• Asia Pacific• Latin America• Middle East and Africa For More Information or Query, Visit @ https://www.verifiedmarketresearch.com/product/embedded-field-programmable-gate-array-fpga-market/ Detailed TOC of Embedded Field-Programmable Gate Array (FPGA) Market Research Report, 2026-2032 1. Introduction of the Embedded Field-Programmable Gate Array (FPGA) Market Overview of the Market Scope of Report Assumptions 2. Executive Summary 3. Research Methodology of Verified Market Reports Data Mining Validation Primary Interviews List of Data Sources 4. Embedded Field-Programmable Gate Array (FPGA) Market Outlook Overview Market Dynamics Drivers Restraints Opportunities Porters Five Force Model Value Chain Analysis 5. Embedded Field-Programmable Gate Array (FPGA) Market, By Geography North America Europe Asia Pacific Latin America Rest of the World 6. Embedded Field-Programmable Gate Array (FPGA) Market Competitive Landscape Overview Company Market Ranking Key Development Strategies 7. Company Profiles 8. Appendix About Us: Verified Market Research®Verified Market Research® is a leading Global Research and Consulting firm that has been providing advanced analytical research solutions, custom consulting and in-depth data analysis for 10+ years to individuals and companies alike that are looking for accurate, reliable and up to date research data and technical consulting. We offer insights into strategic and growth analyses, Data necessary to achieve corporate goals and help make critical revenue decisions.Our research studies help our clients make superior data-driven decisions, understand market forecast, capitalize on future opportunities and optimize efficiency by working as their partner to deliver accurate and valuable information. The industries we cover span over a large spectrum including Technology, Chemicals, Manufacturing, Energy, Food and Beverages, Automotive, Robotics, Packaging, Construction, Mining & Gas.

Etc.Having serviced over 5000+ clients, we have provided reliable market research services to more than 100 Global Fortune 500 companies such as Amazon, Dell, IBM, Shell, Exxon Mobil, General Electric, Siemens, Microsoft, Sony and Hitachi. We have co-consulted with some of the world's leading consulting firms like McKinsey & Company, Boston Consulting Group, Bain and Company for custom research and consulting projects for businesses worldwide. Contact us:Mr. Edwyne FernandesVerified Market Research®US: +1 (650)-781-4080UK: +44 (753)-715-0008APAC: +61 (488)-85-9400US Toll-Free: +1 (800)-782-1768Email: sales@verifiedmarketresearch.comWebsite:- https://www.verifiedmarketresearch.com/ Global Electric Operating Tables Market

[mariacallous]

An endless parade of data breaches, brutally disruptive ransomware attacks, and crippling IT outages has somehow become the norm around the world. And in spite of escalating impacts to critical infrastructure and daily life, progress has been intermittent and often fleeting. Something's gotta give—and at the BSides Las Vegas security conference this week, a longtime critical-infrastructure security researcher is launching a project to communicate with utility operators, municipalities, and regular people in creative ways about both urgency and optimism around protecting critical infrastructure now.

Dubbed UnDisruptable27, the project will start as a pilot with a $700,000 grant for the first year through Craig Newmark Philanthropies' Cyber Civil Defense coalition. Led by Josh Corman, who was chief strategist for the US Cybersecurity and Infrastructure Security Agency's Covid Task Force, in collaboration with the Institute for Security and Technology (IST), the project will focus on the critical interdependence of water, food, emergency medical care, and power as the backbone of human safety. Corman says that the key goal is to foster new discourse about these challenges inspired by the disaster management tenets “inform, influence, inspire.” In other words, people need to understand the risks and feel empowered that they can take action.

“We are overdependent on undependable things. No one should feel comfortable with the potential for harm here with our current state of defense,” Corman told WIRED ahead of the announcement. “Our dependence on connected tech has grown faster than our ability to secure it. People have been doing good things, but public policy takes time, and I think this year we need to cross certain thresholds on the sense of urgency.”

One of Corman's main motivations to launch the effort as quickly as possible came from comments made during a January congressional hearing about the cybersecurity threat China poses to the US. In the hearing, then Cyber Command head and NSA director Paul Nakasone, Cybersecurity and Infrastructure Security Agency director Jen Easterly, FBI director Christopher Wray, and head of the Office of the National Cyber Director Harry Coker Jr. testified about pressing threats to US critical infrastructure, including specific campaigns the Chinese hacking group known as Volt Typhoon has been conducting to pre-position itself in US water infrastructure. The goal of this targeting is apparently to create leverage and a credible threat against the US as part of a Chinese plan to invade Taiwan, potentially in 2027.

“The budgets that emerge from discussions underway now will dictate what kind of resources we have ready in 2027, a year that, as this committee knows all too well, the CCP has circled on its calendar,” Wray told the US House of Representatives committee in January. “And that year will be on us before you know it. As I've described, the PRC is already today putting their pieces in place. I do not want those watching today to think we can't protect ourselves, but I do want the American people to know that we cannot afford to sleep on this danger.”

Having worked on embedded device security and critical infrastructure defense for years, including through the decade-old grassroots computer security and human safety initiative he founded known as I Am the Cavalry, Corman says that it felt significant that some of the nation's top intelligence officials were warning Congress of such specific threats to US infrastructure in an unclassified setting.

“It’s not just that the water goes out, it’s that when the sole wastewater facility in your community is down really bad things start to happen. For example, no water means no hospital,” he says. “I really encountered a lot of this during my leadership of the Covid Task Force. There is such interdependence across the basic functions of society.”

UnDisruptable27 will focus on interacting with communities who aren't reached by Washington, DC-based policy discussions or Information Sharing and Analysis Centers (ISACs), which are meant to represent each infrastructure sector of the US. The project aims to communicate directly with people who actually work on the ground in US critical infrastructure, and grapple together with the reality that cybersecurity-related disasters could impact their daily work.

“There’s a data breach, you get whatever services like identity protection for some period of time, and life carries on, and people think that there’s no long-term impact," says Megan Stifel, IST's chief strategy officer. “There’s this expectation that it’s fine, things will just continue. So we’re very interested in getting after this issue and thinking about how do we tackle critical infrastructure security with perhaps a new approach.”

Corman notes that even though cybersecurity incidents have become a well-known fact of life, business owners and infrastructure operators are often shaken and caught off guard when a cybersecurity incident actually affects them. Meanwhile, when government entities try to impose cybersecurity standards or become a partner on defense initiatives, communities often balk at the intrusion and perceived overreach. Last year, for example, the US Environmental Protection Agency was forced to rescind new cybersecurity guidelines for water systems after water companies and Republicans in Congress filed a lawsuit over the initiative.

“Time and time again, trade associations or lobbyists or owners and operators have an allergic reaction to oversight and say, ‘We prefer voluntary, we’re doing fine on our own,’” Corman says. “And they really are trying to do the right thing. But then also time and time again, people are just shocked that disruption could happen and feel very blindsided. So you can only conclude that the people who feel the pain of our failures are not included in the conversation. They deserve to understand the risks inherent in this level of connectivity. We’ve tried a lot of things, but we have not tried just leveling with people.”

UnDisruptable27 is launching this week for visibility among attendees at BSides as well as the other conferences, Black Hat and Defcon, that will run through Sunday in Las Vegas. Corman says that the goal is to combine the hacker mentality and, essentially, a call for volunteers with plans to work with creative collaborators on producing engaging content to fuel discourse and understanding. Information campaigns using memes and social media posts or moonshots like narrative podcasts and even reality TV are all on the table.

“We must prioritize the security, safety, and resilience of critical infrastructure—including water, health care facilities, and utilities," Craig Newmark, the Craigslist founder whose philanthropy is funding UnDisruptable27, told WIRED. "The urgency of this issue requires affecting human behavior through storytelling.”