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Why manage the model's reasoning at the end of 2026?AI in legal functions: the gap between potential and real implementation In March 2026, Anthropic published a study on the impact of AI on the labor market. The authors compared two metrics for each profession category: the percentage of tasks that language models theoretically can perform, and the percentage of tasks in which Claude is already used in professional work—observed exposure. In particular, t

«Create an exact copy of this image, don't change anything» 101 times in a row. Author: u/Foreign_Builder_2238, r/ChatGPT, April 2025A person asked ChatGPT to create an exact copy of an image and not change anything. He provided a real photo of Dwayne Johnson. With each iteration, the image changed beyond recognition until it became a cartoon mess. On every step, he kept asking not to change anything.The same goes for code. You told the AI which fonts to u

Letter of Happiness from Claude

Developed policy Launching Age of Poleis to check a small detail. Did I successfully convey during onboarding the meaning to continue exploration or not. And here I am already exploring the entire island in search of the artifact needed to start. Strange feeling. I designed the game. I know which buildings will unlock next, where the economy will start to squeak and where everything is heading. I have more spoilers than anyone else. And yet, sometimes I cl

Such frames were placed in living rooms or set aside separate rooms, often on the upper floor, with large windows to let in daylight. There were also workshops in attached buildings or separate structures in the yard, but in general, housing was adapted to this kind of production: the work area occupied part of the house. The sizes of the machines varied and, by today's standards, were enormous, ranging from one to two meters in each dimension.A costly kni

In the first episode, we placed KVN directly into an old LG television. There were root, routing, ARMv7, sing-box, and a black YouTube screen. After such an experience, the new task seemed almost like a break.On the holidays, the child brought a photo of a geography homework assignment. To be honest, he naturally did this at the end of the holidays, as all children do. On a two-column sheet, there were listed the Volga, Amazon, Baikal, Baskunchak, Gulf Str

Habr, hello, my name is Nikita, I'm a Rust developer.Recently, I read an article on Habr titled «Go made boring — and after neural networks, it took off». In it, Go's intentional simplicity is presented as a successful solution that also proved useful when working with neural networks. And I started thinking: some features that Go doesn't have, I actually really like in Rust.I'm willing to spend time learning the language if it makes understanding the code

The hydraulic fracturing crew is already on site: equipment is set up, fluid and proppant have been delivered. The engineer checks the calculation one last time: how much to inject and at what rate. If the calculation is wrong, it will become clear after injection, when the fracture in the rock can no longer be reworked.My name is Anton Sokolov, an independent industry analyst. I write about how Russian industrial companies are replacing foreign software.

In November 2022, .NET 7 and ChatGPT were released with a three-week gap. It became a convenient reference point: .NET 7 was the last release written before ChatGPT. In May 2025, the Copilot coding agent arrived in dotnet/runtime, and by the end of October 2026, it had opened 1734 pull requests, 1207 of which were merged.Does AI break code? You can argue for a long time, but performance can be simply measured. I measured DI, configuration, logging, cache,

Everything about Artificial Intelligence view more Meta's smart glasses have come under the scrutiny of governments, courts, and companies around the world. The concern is that built-in cameras and microphones in the Ray-Ban models may record confidential people or materials without them realizing.With the popularization of the technology, different countries have started to evaluate whether current rules are sufficient to deal with devices capable of disc

Everything about Artificial Intelligence view more Everything about OpenAI view more OpenAI admitted they were wrong in their response after AI agents accessed Australian government websites without authorization during internal testing. The company took three months to inform the authorities about the incident and acknowledged that it should have directly contacted the responsible parties.The case was discussed in a parliamentary investigation on artifici

Everything about Artificial Intelligence view more Anthropic expanded access for cybersecurity professionals to its more advanced artificial intelligence (AI) models, allowing previously verified teams to work with less protections against certain uses of digital security.The change is part of a revamped version of the Cyber Verification Program (CVP), created to allow specialized organizations to use powerful Anthropic models for identifying vulnerabiliti

Everything about Artificial Intelligence view more Artificial intelligence can help the global economy grow, but it can also increase inflation and inequality between countries. The warning was issued by Kristalina Georgieva, Managing Director of the International Monetary Fund (IMF), during an event in Singapore.According to her, technological advancement occurs while governments deal with more expensive energy and high debt. The combination leaves less r

Everything about Artificial Intelligence view more Artificial intelligence (AI) has become part of more moments in the work routine of Brazilian companies in 2026. A survey by Luria, based on the aggregated and anonymized use of its platform by client companies, points out that the user base of people using AI at work grew 183% between January and August, compared to the same period in 2025.The study considers companies in sectors such as energy, pharmaceu

Everything about Google view more Everything about Artificial Intelligence view more Google has opened the SynthID website to the general public, its tool for checking AI-generated content. The service analyzes images, audio, and video in search of digital watermarks that help verify if that material was created by a compatible tool.Previously restricted to researchers, journalists, and other selected professionals for testing, the platform is now availabl

Everything about ChatGPT see more Everything about Artificial Intelligence see more Everything about OpenAI see more OpenAI is changing the way ChatGPT presents answers. With the arrival of GPT-6, the company began to release a new interface called Intelligent UI, capable of combining text, images, and interactive elements within the conversations themselves.Instead of responding only with text or static images, ChatGPT could create resources such as inter

Everything about Artificial Intelligence view more Anthropic launched, on this Wednesday (7), the Claude Haiku 5.5, a new artificial intelligence (AI) model from the company aimed at tasks that require speed, high volume processing, and low cost.The launch updates the Haiku 4.5 version and completes the new Claude 5.5 family, which also includes the models Opus 5.5 and Sonnet 5.5. According to Anthropic, the Haiku 5.5 is their fastest, cheapest, and most c

Everything about Artificial Intelligence view more Everything about OpenAI view more Three former employees dismissed from OpenAI are pressuring the company to preserve the ability to monitor how increasingly advanced AI systems think. In a letter sent to the board of directors and to the company's security committees, they also advocated for the participation of external auditors in monitoring technology risks.The researchers Jasmine Wang, Tomek Korbak, a

Everything about Artificial Intelligence view more The race to build artificial intelligence (AI) infrastructure is leading some of the largest companies in the sector to seek a new source of capital: financing in the tens of billions of dollars aimed exclusively at purchasing chips.In recent weeks, Broadcom has started structuring over US$ 50 billion (about R$ 265 billion) in financing for the custom AI chips it is developing with OpenAI, according to peo