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For AI systems to keep improving in knowledge work, they need either a reliable mechanism for autonomous self-improvement or human evaluators capable of catching errors and generating high-quality feedback. The industry has invested enormously in the first. It's giving almost no thought to what's happening to the second.I’d argue that we need to treat the human evaluation problem with just as much rigor and investment as we put into building the model capabilities themselves. New grad hiring at major tech c
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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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Data from the NCD Risk Factor Collaboration shows average height data from different countries. See which nations came out on top (literally). Read more ›
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Большинство уверены, что аппендицит - один из самых простых диагнозов в медицине: заболело справа - пора к хирургу. На практике все гораздо интереснее. В первые часы заболевание может маскироваться под гастрит, кишечную инфекцию или обычное пищевое отравление, а иногда боль и вовсе возникает не там, где её ждут. В статье разбираем, почему диагноз не всегда очевиден, действительно ли антибиотики могут заменить операцию и какие технологии сегодня стали золотым стандартом в... Read more ›
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В предыдущей части мы разбирали проблему командообразования в ИТ-компании, спровоцированную нестабильностью рынка, павшую на благодатную почву слабой архитектуры социального устройства компании. Продиагностировали проблему исходя из Теории социального конструирования Питера Бергера и Томаса Лукмана. Читать далее Read more ›
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We all knew that GTA 6 was going to be big, but new data from a video game market data analyst group suggests Rockstar's upcoming sandbox game has already earned in excess of $260m for the company. Read more Read more ›
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Coca-Cola confirms ransomware attack on Fairlife in an 8-K form filed with the SEC. Read more ›
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The startup believes its $399 wearable could revolutionize the lives of people with hypertension. Read more ›
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U.S. lawmakers demand Commerce Secretary Howard Lutnick to ban imports of memory chips from China to the U.S., ask allies to do the same. Read more ›
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![[Перевод] Инструкция по секвенированию собственной ДНК в домашних условиях](https://times42.com/media/7/9/7/12739797_640x200.jpg "[Перевод] Инструкция по секвенированию собственной ДНК в домашних условиях")
Я уже пять раз секвенировал свой геном с помощью портативного секвенатора MinION, разработанного Oxford Nanopore Technologies. Этот процесс включает взятие мазка, его подготовку, пропуск через секвенатор и последующий анализ. Для этой задачи хорошо подходит буккальный эпителий (клеточная ткань внутренней поверхности щёк) — он легко доступен и быстро восстанавливается. Однако эти ткани не подходят для диагностики рака, выявления воспалений или оценки экспрессии генов в других частях тела. Например, если у ва Read more ›
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House of the Dragon season 3 enters its back half with this week's chapter — here's when you can watch it. Read more ›
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Delta is focusing international growth out of the West Coast, looking to become the dominant carrier out of LAX. Read more ›
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UK agency warns cheaper open models could leave companies less time to patch critical vulnerabilities Read more ›
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Solflare has launched a wallet-native trading card experience backed by physical graded cards, with a 72-hour buyback window and NFT representation on Solana. Read more ›
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Lava announced a partnership with Flipkart last week for its new Virat smartphone series and said the Virat V1 would launch in India on July 21. Well, the launch has been rescheduled to July 24, and Lava has announced it will unveil the Virat V1 and Virat V1 5G as the first smartphones in the Virat series next Friday. Additionally, Lava and Flipkart revealed the specs of both Virat series... Read more ›
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This week’s UK tech funding deals include sovereign AI infrastructure firm Valarian, construction industry-focused fintech Saible and more. UKTN tracked £107.85m worth of UK tech investment this week (13 July to 17 July), a 55% week-on-week decrease across nine funding rounds. Here’s your weekly roundup of UK tech startup funding deals. Valarian – £37.3m Sector: ... Read more ›
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Esri Ireland, the market leader in Geographic Information Systems (GIS), has announced that Esri’s ArcGIS technology is underpinning the delivery of critical infrastructure projects across Ireland for TLI Group. TLI Group designs, builds and maintains power, renewable energy, smart energy services and telecommunications infrastructure across Ireland. As the business expanded, the company required a digital […] Read more ›
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Today sees the launch of Clean Tech for Clean Air (CT4CA), a coalition launched in Brussels to support the role of small sensors in Europe's clean air framework under the revised EU Air Quality Direct... Read more ›
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VentureBeat
The vast majority of business data is tabular — living in data warehouses, CRMs, and financial ledgers — yet building a reliable model from it still means training a new one from scratch for every dataset, then maintaining hyperparameter tuning loops, feature engineering, and retraining pipelines to fight data drift. Google Research is proposing a way around that: a new foundation model called TabFM that treats tabular prediction as an... Read more ›
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Enterprise AI teams are giving agents more freedom at the same moment their confidence in automated testing is collapsing.Half of enterprises have deployed an AI agent or LLM feature that passed internal evaluations and yet still caused a customer-facing failure — one in four more than once — according to the June 2026 VB Pulse survey of 157 qualified enterprise respondents at companies with 100 or more employees.The sample is... Read more ›
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Enterprise companies are running AI agents ahead of the controls needed to manage them — and they deployed that way knowingly. That is the central finding from VentureBeat Research's June survey of 573 technical leaders at companies with 100 or more employees, fielded across five parallel surveys of the agentic stack. Enterprises are now retrofitting to catch up with their own standards, and they are budgeting for it: Roughly six... Read more ›
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OpenAI on Thursday launched ChatGPT Work, a new AI agent embedded inside its flagship chatbot that aims to transform ChatGPT from a question-and-answer tool into an autonomous work platform capable of executing complex, multi-step tasks across users' email, calendars, code repositories, and messaging apps.The product is powered by OpenAI's latest flagship model, GPT-5.6, and is designed to go far beyond generating text. ChatGPT Work can gather context from connected apps,... Read more ›
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An enterprise AI agent answers with total confidence, but the number is wrong. Nobody catches it until someone traces it back to a stale metric definition or a document the retrieval system never pulled. The model did not fail. The context it was given did.In the past six months, 57% of enterprises traced a confident but wrong AI agent answer to missing or inconsistent business context, and 31% said it... Read more ›
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Slopsquatting represents an emerging supply chain threat made possible by AI hallucinations. As developers increasingly rely on AI coding assistants, they unknowingly grant cybercriminals access to their software from day one. Understanding what slopsquatting isSlopsquatting is a new type of supply chain attack that uses large language model (LLM) hallucinations to inject malicious code into development workflows. The term combines "AI slop" and "typosquatting," a deceptive practice where attackers register Read more ›
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DeepSeek's recent decision to drastically cut pricing on its V4-Pro model by 75% should have been unequivocally good news for enterprise AI vendors and developers. Instead, many are discovering that cheaper models don’t automatically translate into healthier margins.The reason is simple: While inference costs plummet, agent systems are voraciously consuming tokens faster than prices are declining. For the last 2 decades, software economics was dictated by the same rule. Infra... Read more ›
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Presented by Kasm TechnologiesEnterprise infrastructure teams have spent the better part of a decade pushing workloads into Kubernetes. Applications, APIs, batch jobs, data pipelines — if it runs in a container, it belongs in the cluster. The operational benefits are well-established: declarative configuration, horizontal scaling, self-healing, native integration with CI/CD pipelines and observability tooling. Kubernetes has become the default operating model for production workloads.Except for desktops.Sec Read more ›
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Slopsquatting represents an emerging supply chain threat made possible by AI hallucinations. As developers increasingly rely on AI coding assistants, they unknowingly grant cybercriminals access to their software from day one. Understanding what slopsquatting isSlopsquatting is a new type of supply chain attack that uses large language model (LLM) hallucinations to inject malicious code into development workflows. The term combines "AI slop" and "typosquatting," a deceptive practice where attackers register Read more ›
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Model routing is becoming a key component of the enterprise AI stack, dynamically sending prompts to the right AI model to optimize speed and costs. However, current frameworks mostly treat routing as a static classification problem, which severely limits their potential.A new open-source framework called Agent-as-a-Router tackles this bottleneck, treating the router as a dynamic, memory-building agent. It uses a Context-Action-Feedback (C-A-F) loop to track model successes and failures and... Read more ›
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17.07.2026 09:22
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