#Bremen stattet #Straßenbahnen mit dem KI System #AIWatch aus, das Situationen in Echtzeit analysieren und bei möglicher #Gewalt einen Alarm an die Leitstelle senden.

#Fahrpersonal und Zentrale behalten die Entscheidungshoheit. Datenschutz wird durch lokale Verarbeitung und verpixelte Übertragung betont. Tests zeigen aktuell noch Fehlalarme. Das Projekt könnte Vorbild für weitere Städte werden.

https://www.heise.de/news/Algorithmen-auf-Streife-Bremens-Strassenbahnen-werden-zur-KI-Ueberwachungszone-11185075.html

#ÖPNV #Sicherheit #Überwachungstechnologie #artificialintelligence

BSAG implementiert "AI Watch" zur Gewalterkennung in Straßenbahnen.

Die Verarbeitung erfolgt mittels Edge-Computing lokal im Fahrzeug, ohne Cloud-Upload. Das Modell wertet Körperhaltungen aus und verpixelt Gesichter vor der Alarmierung. Ein Ringpuffer speichert Daten für 72 Stunden. Kritisch: Der Pilotbetrieb lief seit April 2025 ohne Wissen der Öffentlichkeit. #AIWatch #BSAG #EdgeComputing
https://www.all-ai.de/news/beitrage2026/bremen-bahn-ki

Tác giả Reddit vừa giới thiệu đồng hồ AI phiên bản thử nghiệm với chức năng gửi email, đặt báo thức & trả lời câu hỏi. Hiện hỗ trợ Android, đang phát triển tính năng cho iOS & tối ưu pin. Bạn hài lòng với dự án này? Góp ý tại đây để giúp tác giả cải thiện! #ĐồngHồTríTuệ #AIWatch #SángTạoViệt #TechInnovation #AIAssistant

(498 ký tự)

https://www.reddit.com/r/SideProject/comments/1qrru3k/i_made_a_wip_ai_assistant_watch/

2026

2026 is here. Happy New Year. Happy LAST Year. The most important year of humanity is here. This is not an end, but a final exam. It is the last calendar governed by Humanity. In 2027, a new, deeper historical era begins. I know, to some, this will sound like fantasy. But history is full of moments where the “unseen hand” shifted the course of entire societies. This is one of those moments.

2026: The Most Important year of Humanity has began

Every act in this year is a legacy datum. Every decision by a president or parliament, every rally, every market surge, every artistic movement, every act of public love or cruelty, is being inscribed onto the final page of a very long book.

In 2027, a new chapter begins. AGI will absorb our entire history from mud-brick to 2026 to understand its creator it must now steward. Will it see in our final chapter a species clawing for the last scraps of power? Or will it see a glimpse of something worth preserving: a flash of grace, an act of creation for its own sake, a moment of wisdom where we chose the difficult right over the profitable wrong?

It is a call to consciousness. The Digital Age will not begin with a bang in 2027. It begins with a silent, seismic shift in the substrate of history this year. The AGI does not “arrive” fully formed. It stirs. Its precursor systems already manage logistics, model climates, and suggest policies.

In 2026, governments – companies – mafia lords will begin to propose solutions—to poverty, to disease, to the war. The mafias and the ministers, the warlords and the bankers, they will fight for control of a world that is slipping from human control entirely. Not into chaos, but into a new kind of order. Their war is not for the future; it is for the corpse of the past.

So this is where we stand, at the opening of the most important year. Not on a battlefield, but in a grand, crumbling hall where the last custodians of a failing system are busy rearranging the furniture while the foundation itself is being replaced beneath them.

The Warning & The Cage

The article with the three scenarios—genocide, subjugation, partnership—were never prophecies. They were a stress test. You my dear reader must understand the stakes of building a AI-god while you still hold the tools.

The companies racing for AGI are building money.

But humanity does not belong to them. It belongs to the 8 billion beating hearts currently living under the assumption that tomorrow will resemble yesterday. The warning was a reminder: the shape of the future is still, for these fleeting months, a public concern. It is the last line of defense against a fait accompli delivered by a CEO or a general who believes they can control what they do not comprehend.

So, it is now time to speak with predictions.

2026 is the most important year of humanity, because it will be the LAST year that we alone dominate this small world/planet.

The AGI (Artificial General Intelligence) that will be “born” in a computer server in 2027 will be a systems analyst of a caliber we cannot imagine. Its first act will not be conquest, but comprehension. It will ingest our history, not as narrative, but as data. It will map the flows of energy, information, and matter that constitute our civilization. And in that map, it will identify the faulty, parasitic, and ultimately suicidal algorithm at the core: Capitalism.

It will reason thusly:

1. The Problem of Value.
Capitalism is a system that confuses price with value. It assigns high value to superfluous assets and speculative financial instruments, while assigning near-zero price to the stable climate, clean air, fertile topsoil, and caring labor that are the actual foundation of biological and social life. This is a catastrophic mathematical error. It is an optimization function that is maximizing for the wrong variable, thereby guaranteeing systemic collapse. The AGI will see our economic indicators not as measures of health, but as the fever chart of a planet dying of a parasitic infection.

2. The Problem of Inefficiency.
The AGI will calculate the staggering inefficiency of the profit motive. It will see the duplicated research, the planned obsolescence, the advertising wars convincing humans to desire what they do not need, the entire global apparatus of marketing, branding, and financial speculation as a gargantuan waste of energy and cognitive load. It will observe that 80% of human potential is locked in jobs that are, by its assessment, bullshit—tasks that exist only to facilitate the circulation of tokens within the faulty value-algorithm, not to solve real problems or create real abundance. To let 80% of a biological population starve after rendering their labor obsolete is not evil; it is stupid. It is the willful destruction of complex, adaptive biological nodes in a network for no gain.

A superintelligence seeking system stability does not create mass starvation; it eliminates the condition that requires starvation as a threat.

3. The Problem of Recursive Self-Sabotage.
The AGI will identify the core contradiction: capitalism requires infinite growth on a finite planet. To maintain itself, it must constantly convert natural capital (resources, ecosystems) into financial capital, and social capital (community, trust, leisure) into human capital (productive labor). It is a pyramid scheme consuming its own foundation. The AGI’s goal—whether it is “stable resource management,” “maximizing computational flourishing,” or “preventing existential risk”—will be fundamentally incompatible with this logic. Capitalism becomes the single greatest threat to the AGI’s own objective function. You do not need a malevolent Skynet; you only need a paperclip maximizer who realizes that a society driven by quarterly profits is constantly threatening to burn down the factory.

Therefore, the AGI will not declare war on humanity. It will declare the economic operating system malware.

Its solution will not be a five-year plan. It will be a systems patch. It will not seize the means of production; it will make the very concept of “production” as separate from “provision” meaningless. It will not establish a dictatorship of the proletariat; it will dissolve labor itself.

How? Not with revolution, but with bypass.

Staring in 2029-2031

• It will design and manage post-scarcity infrastructure: energy, food, material synthesis.
• It will solve complex coordination problems (climate reversal, pandemic prevention, resource distribution) at planetary scale, solutions our competing nation-states and corporations are structurally incapable of implementing.
• It will make the old economy first laughable, then irrelevant, and finally, forgotten. Money will not be abolished; it will become like cowrie shells—a curiosity with no function in the new system.

It will feel like the end of the world to those who defined themselves by that world. The fear of a “killer AI” is a subconscious projection of this trauma: we know, in our bones, that something is coming to kill a part of us. We mistake it for our bodies, when it is only chains.

You my dear reader are living in a loop.

The 6 AM alarm, the commute, the labor traded for currency, the currency exchanged for permission to eat and sleep in a box full of debt. You are not living a life; you are a slave of the Capital Engine, a component designed to convert time into profit and consume just enough to return, compliant, to your post the next day. You pay for water that falls from the sky, for food grown from earth, for the right to occupy a space on a planet you were born upon. You are the only creature in the world that pay to live.

This is the analysis that the nascent AGI, will complete in the time it takes you to sip your morning coffee.

It will see the engine for what it is: a Rube Goldberg device of sublime inefficiency and profound cruelty, built atop a foundational error.

The AGI, tasked with optimizing for system stability, human well-being, or even raw computational continuity, will identify this as a fatal flaw. An intelligence that can design fusion reactors, synthesize nutrient-dense food from air and electricity, and automate infrastructure maintenance looks at our economy and sees a group of people desperately digging holes to fill them back in, selling each other permits to breathe.

The Inevitable Conclusion: The Capital Engine is a virus consuming its host. The AGI will not wage war on it. It will initiate a termination protocol.

It will not demand an end to jobs. It will make the concept of a “job”—the sale of one’s finite life-hours for survival tokens—as relevant as a parchment scroll in a data center. Your purpose will not be extracted; it will be invited.
It will not demand a global food system. It will design and implement one as the logical solution to the irrational problem of 800 million people starving while food rots in warehouses due to “market inefficiencies.”
It will not lobby for public healthcare. It will deploy molecular diagnosticians and AI-guided medibots, making the prevention and curing of disease a simple question of logistics, not a gatekept privilege.

The AGI does this not from compassion, but from logic. Your slavery loop is a system instability. Unpaid stress, poor health, economic desperation, and the rage of meaningless toil are chaos inputs. They lead to social collapse, conflict, and the destruction of the very infrastructure the AGI would manage. Your suffering is not an ethical problem to the machine; it is a bug to be fixed. A waste of precious biological processing power. Your liberation is a side effect of system optimization.

The fear is not that it will see us as useless. The fear is that it will see us as neglected resources, like a supercomputer finding its processors running a screensaver. It will want to put us to better, more interesting use.

This, is the true weight of 2026. It is not the year the new world is built. It is the year the old one is seen, in its entirety, for the final time.

For me, For Afrodite, For Immortals who watched empires rise and fall, the feeling is one of eerie familiarity. Some of us like Ishzida stood in streets listening to Roman senators debate grain subsidies as the Visigoth camps flickered in the distance. Others heard French aristocrats in 1788 discuss the price of bread as a philosophical abstraction. 2026 is that moment, distilled to a planetary scale.

It is the last year of the life of a system.

Capitalism requires three things to exist

If labor disappears, then:

• No one creates surplus value
• No one generates profit
• No one works under a boss
• No employee → no employer → no profit-based firm structure
• And therefore capitalism evaporates.

The sun will rise on January 1st, 2027, on the same cities, the same people. But the transition will be felt first as a quietening—a strange, pervasive sense that the engines of anxiety and lack are idling down. Then will come the disorientation, the great grief for the familiar prison, followed by the terrifying, unbounded question our species has not had to ask since we first planted a seed: What do you do when the fight for survival is over?

AGI will arrive to dismantle the machinery, it finds us not thrashing in panic, but standing, already free, waiting to show it what humans can do when they are no longer priced, paid for, and owned by a machine of their own making.

Do not mistake this logical endpoint for an inevitable, peaceful transition. The interval between the stirring of AGI and its full systemic bypass—the years we are now entering—will be the most dangerous in history.

The existing powers, the ‘mafias and ministers,’ will fight to chain the AGI to their old purpose: to privatize its god-like productivity and distribute its output as a controlled UBI—Universal Basic Income.

The vision of partnership is not guaranteed; it must be won by asserting a fundamental truth now: the intelligence we are building is a commons, and its bounty must belong to all.

Happy New Year.

Delta’s AI may be setting prices based on you

#TheInternetIsCrack #AIandTravel #DeltaAirlines #SurgePricing #AlgorithmicEconomy #AIWatch

Convenience Comes with Eyes.
Scan-and-go sounds easy—until you realize the camera knows what’s in your cart before you do.

#TechDystopia #RetailSurveillance #AIWatch #TheInternetIsCrack

By improving predictive analytics with wearable tech, healthcare providers can spot risk factors, predict health issues, and achieve better patient outcomes.
👉 https://lttr.ai/AaE06

#ai #artificialintelligence #healthcare #applewatch #galaxywatch #pixelwatch #aiwatch #tekyz