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Over the past two decades, technical debt meant outdated architecture, messy code, and poorly maintained documentation. That definition is no longer sufficient in the AI era, where failure modes are more subtle and often non-linear. AI systems are introducing new layers of technical debt that live across prompts, models, and data dependencies — making these layers less visible, harder to measure, and often more dangerous than traditional debt.A crisis hiding in plain sightThe complexities of AI systems and.
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VentureBeat
An East Bay apartment complex has been bought at a price that's well below its prior value. Read more ›
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A PG&E Corp. unit has bought a San Jose building in a move to bolster the utility's South Bay operations. Read more ›
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The founder of a superluxury travel agency said clients have access to superior logistics and accommodation, but you can have amazing adventures without a billionaire's budget. Read more ›
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GoPro’s New Mission 1 cameras bring action cameras to a higher level with a larger sensor and more cinematic footage. Read more ›
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Я предметно занимаюсь защитой персональных данных с 2013 года. За это время я возвращался к тексту 152-ФЗ несколько сотен раз и многие его положения могу цитировать до запятой.Ещё задолго до появления статьи 10.1, исходя из принципов обработки персональных данных и требований статей 5 и 6, я рекомендовал оформлять согласие на распространение отдельным документом. Это было в те времена, когда многие юристы предлагали включать в согласия на обработку формулу: «Я согласен... Read more ›
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A software engineer says AI could reduce junior engineering jobs, but experienced engineers who adapt will still be needed. Read more ›
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«Это же бюрократия, у нас и так всё работает!» / «Документация — это отлично, но у нас есть задачи поважнее» / «Катя, я пришла на проект, а у них ничего, а у нас аудит». Эти фразы и еще много подобного я слышала так много раз, что кажется, время этой статьи пришло).Мой путь от скептика к как меня в шутку называют коллеги «документатору‑злодею» и мысли о том, зачем же нам все... Read more ›
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Когда говорят о древней письменности, большинству из нас первым делом приходит в голову египетская иероглифика: загадочные знаки в виде людей, животных и разнообразных фигур, умело вырезанные в камне или нарисованные на стенах храмов, пирамид и обелисков. Эта система письма сейчас считается второй по древности после шумерской клинописи, которую мы обсуждали в прошлый раз. При этом сами египтяне несравнимо чаще использовали не столько иероглифику в строгом смысле слова, сколько куда менее... Read more ›
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Scientists trick AI into spotting fake alien life, exposing risks as NASA plans to use machine learning on real space missions. Read more ›
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Mashable got to play with the Lego Pokémon Smart Play sets ahead of their Aug. 1 launch. We're officially in love. Read more ›
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Are you single? We tested the best hookup apps to help you find a summer fling, situationship, or whatever else you wanna call it. Read more ›
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Mashable reporters tested and reviewed the best laptops for college students going back to school, including Mac and Windows PCs. Read more ›
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Get ChatPlayground AI Unlimited Lifetime for $57.97 through tomorrow, July 26, and compare 20+ leading AI models from one workspace. Read more ›
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Get 1min.AI Advanced Business Plan Lifetime for $79.97 through tomorrow, July 26, and access writing, image, PDF, audio, and video AI tools from one platform. Read more ›
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What do you get when you cross a group of dead bodies, an unhinged psychologist, a vulnerable detective, and the mother of all unforeseen twists? The Crow Girl season 2, of course. Read more ›
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Bellum Entertainment head Mary Carole McDonnell told people she was an heiress. Then she vanished, leaving a trail of lawsuits behind. The FBI believes she's in Dubai. Read more ›
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Привет, Хабр! Я рассказывал, как в 50–60-е советские спецэффекты на голову опережали Голливуд. В комментариях закономерно обсуждали, почему тогда «Планету бурь» никто не помнит, а «Звездные войны» смотрит уже третье поколение.Причин, конечно же, много, но я со своей редакторской колокольни вижу основную: не хватало такой модной хипстерской штуки, как трансмедийный сторителлинг. Это когда события вымышленной вселенной рассказывают в нескольких медиа: книгах, фильмах, сериалах, настолках, комиксах и так далее Read more ›
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There was a lot of top-tier tech content published on TechRadar this week, and these are the highlights. Read more ›
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The Galaxy Z Flip 8's Snapdragon chip is a weak attempt to justify its price hike. Read more ›
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VentureBeat
The enterprise technology ecosystem is caught in a costly cycle. Over the past two years, millions of dollars have been funneled into generative AI pilots, yet many of these initiatives stall out before ever reaching a live production environment.When a project fails, the immediate instinct of technical leadership is often to blame the model: The context window was too restrictive, the latency was too high, or the reasoning capabilities simply... Read more ›
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Presented by JumpCloudThe organizations losing confidence in AI are the ones most likely to get it right.Six months ago, 40% of IT leaders described their organizations as mature in AI deployment. Today that number is 23%. Before you read that as a setback, consider what it actually reflects.We recently surveyed 800 IT leaders across the U.S. and U.K. for our Q3 2026 trends report, and the data tells a consistent... Read more ›
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Hugging Face’s incident response team first turned to frontier AI models to analyze a breach of the company’s production infrastructure, and the models refused to help. Commercial safety guardrails built to stop attackers blocked every forensic query because they treated the IR team’s real exploit data the same way they would treat a live attack.The attacker, an autonomous AI agent running the campaign end to end, moved laterally across the... Read more ›
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The enterprise technology ecosystem is caught in a costly cycle. Over the past two years, millions of dollars have been funneled into generative AI pilots, yet many of these initiatives stall out before ever reaching a live production environment.When a project fails, the immediate instinct of technical leadership is often to blame the model: The context window was too restrictive, the latency was too high, or the reasoning capabilities simply... Read more ›
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Zillow, the real estate technology company, doesn't get one conversation with its customers. They move from a phone screen to a loan officer to a real estate agent, sometimes over months or years, and expect the context to follow them. A single chatbot could never carry that thread.At VB Transform 2026, Zillow SVP of Engineering Toby Roberts and Glean co-founder and CEO Arvind Jain described how they built AI architecture... Read more ›
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A single AI agent conversation can look flawless scored on its own and still point to a broken product. That gap is driving a shift in how enterprises evaluate agents, away from scoring individual traces and toward comparing cohorts of users against a baseline.At VB Transform 2026, Harrison Chase, CEO of LangChain; Hui Zhang, CTO and co-founder of Conviva; and Emmanuel Turlay, director of engineering at CoreWeave, described that shift,... Read more ›
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Enterprise AI is facing an ROI paradox. While throwing more compute at the strongest foundation model works well in product experiments, the costs become unbearable when the product is deployed in production.A new paper from researchers at Writer provides a solution that is accessible to engineering teams. The study takes a systematic look at optimizing the different components of the orchestration layer that wraps around the foundation model, aka the... Read more ›
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Presented by Atlassian Most companies are approaching AI adoption backwards by optimizing how individuals use AI instead of how teams work together, said Dr. Molly Sands, head of the Teamwork Lab at Atlassian, during a fireside chat with VentureBeat senior technology contributor Sam Witteveen at VB Transform 2026.Sands leads a team of behavioral scientists and psychologists who study how AI is reshaping the way people work together, using those findings... Read more ›
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Presented by Atlassian Most companies are approaching AI adoption backwards by optimizing how individuals use AI instead of how teams work together, said Dr. Molly Sands, head of the Teamwork Lab at Atlassian, during a fireside chat with VentureBeat senior technology contributor Sam Witteveen at VB Transform 2026.Sands leads a team of behavioral scientists and psychologists who study how AI is reshaping the way people work together, using those findings... Read more ›
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“The new PRD are the evals,” Xavi Amatriain, Expedia Group’s first chief AI and data officer, told the VB Transform 2026 audience last week in Menlo Park. “So basically, you encode what you want the product to do through your evals, which might include red teaming evals and all kinds of other things, which already have a bunch of security requirements. So, you already embed that into the PRD and... Read more ›
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25.07.2026 05:43
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