Mobile app devs no longer have to choose between security, time-to-market, and performance. Multi-layered mobile app protections from Guardsquare integrate early in the development process, keeping mobile apps secure without delaying release cycles or impacting UX.
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-> Meet Deny 18 years-old
-> girl from college who is
-> full time UGC creators
-> officially hit the point where
-> AI UGC is cheaper and
-> better than real UGC
-> this video is 100% AI
-> and made this entire video
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-> and no it is not seedance,
-> veo, kling, sora or any
-> other model you have seen
-> this system is optimized
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-> across thousands of accounts
-> V3 system has mastered
-> every part of AI video
-> the visuals are now more
-> realistic than ever (notice
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-> literally much cheaper than
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a quant at Two Sigma told me something at a bar i can't stop thinking about
"retail looks at price. we look at the autocorrelation of price changes - completely different signal"
i asked him to explain it like i was 12
he drew on a napkin:
if today's move predicts tomorrow's move - even slightly, 53% of the time - that's an edge
that edge, sized with Kelly, compounds into something insane
data is free - Bloomberg and the Fed publish all of it. math takes a weekend to learn
reason retail loses isn't intelligence. it's that they're reading the wrong representation of the same data
"a chart hides serial correlation. a time series shows it naked"
went home, ran autocorrelation tests on 3 years of SPY data
found 4 patterns - statistically significant, all exploitable on a 5-day window
signals aren't perfect, right 58% of the time. Kelly says that's enough
data was free the whole time, framework sitting in every stats textbook. nobody pointed retail toward it
they kept you staring at candles
Sports have a unique way of uniting people, transcending boundaries and cultures. Whether it’s a thrilling game or a stunning athlete's performance, the passion is unmatched!
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Nassrawis… what a season. From day one, we knew what we wanted and what it would take to get there. We worked, fought and gave everything in every training and every game. It wasn’t an easy road, but we did it together. Thank you for believing in us and standing by our side every step of the way.
There's something magical about putting on a favorite album and getting lost in the music. It can change your mood in an instant, like a soundtrack for life’s little moments. ��
A person can lock every door in the house and still not feel safe for one full minute inside their own head.
That is why security does not begin with barriers. Before law, before government, before police, before systems, the word is already pointing at something more basic. It points at the burden of preoccupation.
Security comes from the Latin word securitas, which means freedom from care. It carries the sense of being apart from worry, apart from the need to mentally enter a problem before it arrives. Preoccupation is exactly that. To occupy before. To stand inside the possible event ahead of time and begin living there early.
Security is not only protection. It is the point where the mind no longer has to keep leaning toward what might happen next.
The word moves in two directions at once. One direction is inside, the individual. The other is outside, beyond society. The same word moves through both, yet it does not do the same work in each. Inside, security means not being consumed before the event arrives. It is the freedom from worry, from stress, from anxiety. Outside, it becomes the arrangement meant to keep danger away. Either way, the need has to be traced back. Each individual makes a society, yet the force of security reaches even beyond that.
Life does not begin with theory. It begins with need.
The basic circuit is simple. Eat. Sleep. Reproduce. Security rises out of those three. It appears wherever those three can be interrupted.
Eating matters because life must receive energy. Something outside has to enter, break down, transform, and become usable. Without that exchange the system cannot continue.
Sleep matters because the system cannot remain extended forever. It has to return, restore, and reorganize itself. The moment it turns inward, it becomes exposed.
Reproduction matters because life does not only preserve the present body. It pushes continuity beyond it. The moment continuity appears, vulnerability appears with it.
Security appears wherever life depends on an exchange that can fail.
Energy moves through exchange. Waves carry different frequencies. Those frequencies express through positive and negative, through tension, contrast, and relation between states.
Positive and negative are not just symbols on a page. They are the first motion of exchange, the first electrical pulse of relation, the first way energy begins to move from one condition to another.
When that movement condenses into particles the same pattern remains. Charge, attraction, repulsion, transfer. One particle relates to another through difference. That is the first exchange of energy in the universe, long before bodies exist, long before anyone calls it nourishment.
The pattern expands. Particles multiply. Structures become more complex. Atoms gather into larger arrangements and those arrangements become larger storages of energy. The moment energy becomes stored, something has to arise that can consume it, receive it, transform it, and use it.
Eating is that movement. Not only the human act of putting food in the mouth. At the base, eating is energy exchange. To nourish is to take something from outside and turn it into the continuation of the system.
What the body does with food is not disconnected from what particles do through charge. It is the same movement at another level of complexity. Electrons and protons exchange energy in one form. Organisms exchange energy through feeding, breathing, absorbing, digesting. The form changes. The base does not.
Creation depends on exchange. Food is one form. Breath is one form. Light, heat, contact, intake. The object changes, but the principle remains. Energy moves, enters, changes state, and becomes usable.
After exchange, positive and negative seek balance. The charge stabilizes. The system has taken in what it needs. Now the movement changes. It cannot keep consuming without pause. It has to settle and work with what entered.
From the human side that moment is sleep. Sleep is not emptiness. It is restoration. Energy has entered, so the work moves inward. The body grows still outside because the real labor is happening within.
What was received has to be reorganized. The system repairs, sorts, integrates, restores, and prepares a structure no longer identical to the one before. Not entirely new, but forever changed by what it received.
Reproduction begins when what was processed inside cannot remain inside only. What entered, what was broken down, what was reorganized now moves outward again. The system expresses what it made from within.
That motion is bigger than sex. Biology made sexuality one powerful way to keep the circuit moving, but the deeper motion is broader. Reproduction is continuation, multiplication, manifestation, the movement from within toward outside expression.
Eating brings energy in. Sleep processes what entered. Reproduction sends the processed structure outward.
None of that can happen without one more condition. The being has to feel protected enough to enter the circuit at all. Shelter, boundaries, stability, enough protection for the body to stop spending every second on possible threat. That is the hidden support underneath the three needs.
A body can be inside a house and still not feel secure. Food can be near and the body can still stay tense. A bed can be present and the nervous system can still refuse rest because it has not accepted that danger is gone.
Living beings are built to read the environment constantly. Sound, movement, temperature, absence, presence, change. The nervous system interprets because any shift outside may matter. Something outside may feed the body. Something outside may end it.
The alarm stays active. It keeps asking what changed, what moved, what is coming. That state helps life survive, yet it also steals the very conditions life needs in order to continue. The same organism that must stay alert must also lower that alertness enough to eat, sleep, and reproduce.
Eating is one of those exposed moments. Attention narrows. The body is no longer only watching outside. It is receiving, breaking down, and beginning the work of turning outside energy into continuation. The system must sense that nourishment will not become the moment of attack.
Security becomes permission to eat. Not permission from a ruler. Permission from the environment. Enough sensed protection for the body to lower part of its alarm and fully receive what it needs. Without that, eating becomes tense and incomplete.
After energy enters, the brain shifts its labor inward. It works with digestion, circulation, elimination, distribution. It moves the new energy through the organs, decides what can be used, what must be removed, what must be repaired. That inner work cannot happen fully while the system is still scanning every shadow.
Sleep requires a temporary drop in outward alarm. The body grows still because attention has been reassigned to restoration.
Reproduction is even more exposed. The body spends energy. Attention flows into sensation, contact, continuation. The brain is no longer relating to the whole environment in the same way. It is drawn into what the body is doing and feeling.
A being has to feel protected enough to risk vulnerability. Every living being in nature has been shaped around this tension. Alert enough to survive, yet able to lower alertness enough to continue the circuit of life.
Biology lives inside contradiction. Every animal reads the world for what can kill it and what can protect it. Every second carries some measurement of threat, distance, access, warmth, continuity. The organism keeps assigning energy to survival.
Humans begin creating an outer tool to carry part of that burden. That tool is society. It is humanity distributing the labor of security across the group so that eating, sleeping, and reproduction can happen with less preoccupation.
Tasks divide. Some handle food. Some protect the weak. Some produce. Some organize. Some lead. Some defend. Each function carries part of the burden so the whole group does not have to hold every threat at once.
The farmer connects to food. The producer connects to supply. Leadership connects to direction. The military connects to protection. Each becomes a kind of guarantee that the group can continue.
As society grows, distance grows with it. The individual becomes farther from the person responsible for each guarantee. Security can no longer be carried only through direct relationship. Another layer appears to coordinate the promises across larger populations. That layer is bureaucracy.
Bureaucracy appeared because there were too many people, too many exchanges, too many responsibilities moving at once. The desk, the records, the signatures, the permissions, the procedures, all of it became a way to coordinate security at scale. At one time it solved a real problem.
People mostly experience it now as delay, repetition, and distance, so they assume it was broken from the beginning. But in another environment it worked. It gave larger societies a way to organize guarantees that direct contact could no longer carry.
The structure feels unbearable today because the environment changed faster than the structure did. Communication moves instantly. People carry networks in their hands. Layers of mediation that once made coordination possible now feel slow, heavy, and disconnected from the speed of the world they are trying to govern.
Underneath it all the same promise remains. Security as guarantee. You will eat. You will sleep. You will be protected. You will be able to continue. We will organize the conditions for you.
That promise becomes institutional. It requires administration. Someone writes the paper. Someone signs it. Someone stamps it. Someone verifies it. Someone archives it. Every added guarantee produces another layer of maintenance around the guarantee itself. All those people must live too.
Taxation appears logically inside the structure. The system must feed the people whose work maintains the guarantees society depends on. At that level the system makes sense.
The problem enters later. The same authority that guarantees access to the three needs slowly gains the power to define those needs for everyone else. It begins deciding what counts as proper food, proper rest, proper production, proper participation, proper behavior inside the order it manages.
What does not fit the structure begins to look dangerous to the structure. Not because every difference is truly destructive, but because a system built around preservation naturally reads unpredictability as threat.
Divergence starts getting treated like infection. The structure created to preserve continuity begins identifying whatever it cannot classify as danger to continuity itself. Then the same forces built for protection can be redirected toward containment.
People blame the tools as if the tool itself created the distortion. Money is not automatically the problem. The meaning assigned to value becomes the problem. Military and police are not automatically the problem. The deeper question is who directs them and toward what purpose.
Protection and control are not the same thing. Military structures are built around preservation. Their function is to defend, stabilize, and protect what already exists. That does not make them evil. It means they are shaped for continuity.
Continuity alone cannot guide the whole movement of a civilization. A civilization also has to adapt. It has to reinterpret. It has to remain open to what does not yet fit the current form. A structure trained mainly to preserve order will tend to read new forms through the language it already knows.
Threat.
Disruption.
Instability.
Danger.
The same systems humanity created to protect the conditions of life can harden into systems that resist transformation because transformation looks too much like interruption from inside a preservation logic.
People hand over power over the three primary needs. Others decide access to food. Others organize the terms of rest. Others regulate production, continuity, and participation. Gradually. Through the promise of security.
The way out is not to destroy every structure from reaction. That would still leave the same wound in charge. The deeper shift begins somewhere harder than rebellion.
Security has to return to the self. To come back to the axis. To accept who you are, not as a slogan, but as a living position from which action becomes possible. The power to decide what to eat, how much to sleep, and what to produce cannot remain permanently outsourced.
That is self-security. Not performance. Not posture. Recognition. Action can begin within instead of waiting for permission from structures that were originally built to protect life, not replace the center of it.
This does not require fighting everyone. It does not require becoming the opposite of the system. The movement is simpler and harder than that. To refer back to oneself. To know that within there is the capacity to act, decide, manifest, and move without fear having to command the whole process first.
Pressure reveals patterns. War stops being only conflict and becomes confrontation with pattern. It shows what a system protects, what it fears, what it attacks, what it cannot absorb.
I am aware of every pattern.
Once a pattern is seen, it does not control in the same way. It may still exist. It may still apply force. But it no longer hides so easily inside ordinary structure.
A virus stands near the border between living and dead. It carries code, but it needs a living system to multiply. It enters the machinery already there and uses it to spread. Systems fear it because it appears as invasion, as contamination, as something that must only be rejected.
Yet viral pressure has pushed adaptation, activated dormant capacities, and forced living systems to develop responses they did not need before. A system that only knows how to preserve itself will see every unfamiliar code as pure threat. Life does not evolve only by sealing itself shut. It evolves by learning what must be resisted, what can be integrated, and what new capacity pressure is forcing into existence.
Security is no longer just the guarantee that nothing will disturb the circuit. It becomes the inner capacity to stay centered enough to meet what enters, read the pattern, choose the response, and act without handing the self away again.
Ship getting absolutely ragdolled by the ocean 😱🌊💀
When the waves decide your ship is their personal punching bag 💥🚢
This captain and crew are out here fighting Mother Nature at her angriest!
Would you still board a ship knowing this could happen? 👀🙏
Hear me out
Cappuccino is sweet, milky, sometimes sugar added
Throughout Italy 🇮🇹 it’s paired with something sweet for breakfast and never beyond that
In Liguria, and only Liguria, a slice of focaccia, full of salt and olive oil, is allowed with cappuccino
Crazy but delicious
Captain hit the gas… wave hit her first 😭💦
When the boat ride goes from chill cruise to full baptism in 0.2 seconds 😂🌊
That splash had no mercy!
Would you stay seated or start yelling at the captain? 👀