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Large language models continue to struggle with hallucinations, presenting a major roadblock for real-world enterprise applications. Reducing these errors is a messy business, forcing model developers to navigate a strict tradeoff where eliminating factual errors often suppresses valid answers.In a new paper, Google researchers introduce the concept of "faithful uncertainty," a metacognitive technique that aligns a model's response with its internal confidence. This alignment allows the model to offer appro
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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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Augmental has opened public US sales of its tongue-controlled MouthPad and released a beta of Vox, a new device built to handle hands-free dictation. Read more ›
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Эта статья НЕ является ни шпаргалкой по заявленной теме, ни учебником, ни истиной в последней инстанции. Она написана преподавателем, имеющим опыт моделирования бизнес-процессов, на основе опыта преподавания, но не продакшена непосредственно баз данных, и рассказывает прежде всего о том, чего и почему не понимают современные студенты, изучающие программирование баз данных, в чём корень их дальнейших проблем в проектировании баз данных. На примере задачи проектирования приложения для ведения расписания занят Read more ›
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Векторные базы данных в serverless-модели обычно обещают простую вещь: не требуется развёртывание и настройка, а провайдер берёт на себя управление хранилищем, масштабирование и обеспечение доступности. turbopuffer - один из лучших примеров этого класса: быстрый движок векторного поиска, использующий object storage в качестве хранилища, которым пользуются Cursor, Notion, Linear и другие.Такой подход действительно снижает операционную нагрузку на команду, но он не бесплатен. Поэтому возникает закономерный во Read more ›
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Roughly 600 submarine cables — hair-thin glass wrapped in steel and polyethylene, refreshed every 50 kilometres by erbium-doped amplifiers — move more than 99 percent of international data traffic. Inside the engineering, the ownership, and the repair fleet you have never heard of. Read more ›
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When banks start using AI chips as loan collateral, the credit markets face an unprecedented test of what artificial intelligence infrastructure is actually worth. Read more ›
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Security firms said the attacker used enough hot-validator signatures to approve a 24.15 million USDC withdrawal, while Arbitrum said its native bridge was not affected. Read more ›
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Dubai Islamic Bank reported gross revenue of AED 12.4 billion for the first half of 2026, with net financing assets growing 7% and digital Read more ›
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Meet the team helping Yann LeCun build AI startup AMI Labs Read more ›
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История создания GSM-DTMF-MQTT шлюза как замены телеграм (и вообще любых интернет-сервисов) в проектах домашней и не очень автоматизации. Читать далее Read more ›
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Including trade-in bonuses and bundle discounts, there's up AU$1,000 in savings to be had from retailers and telcos across Australia for some of the best Samsung pre-order deals for the 2026 foldables. Read more ›
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Kyiv has said this year that it needs cheap drones to counter Russia's jet-powered drones, the slowest of which already can cruise at 200 mph. Read more ›
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XRP whales accumulate 2.8% more tokens over five weeks as small holders capitulate, sending the price back above $1.16. Read more ›
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Внимание, код помогала писать нейросеть! Как известно, гипотеза Пуанкаре на сегодня является единственной решённой задачей тысячелетия. Её формулировка довольно проста:Всякое односвязное компактное трёхмерное многообразие без края гомеоморфно трёхмерной сфере.В этой статье мы создадим простенькую компьютерную визуализацию основных пунктов упрощённого доказательства. Читать далее Read more ›
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A Google Play Console listing suggests the Pixel Watch 5 will retain familiar Qualcomm CPU and GPU hardware while increasing memory from 2GB to 3GB. Read more ›
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“We think this may help younger orcas feed more easily, or it could also just be for fun.” Read more ›
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VentureBeat
Across 157 enterprises, organizations are granting AI agents more autonomy while trusting the evaluations meant to gate that autonomy less. Half have already shipped an agent that passed their internal evaluations and then failed a customer in production; only one in twenty fully trusts automated evaluation today; and the most-cited weakness is that evaluations do not align with real-world outcomes. Yet two-thirds already allow, or are actively engineering toward, deploying... Read more ›
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Across 101 enterprises, the infrastructure that feeds AI agents their business context is being built faster than it can be trusted. Retrieval-augmented generation is already the default context source, and provider-native retrieval has quietly overtaken the dedicated vector databases that define the category — yet a majority of enterprises have already watched their agents produce confident, wrong answers traced to missing or inconsistent context. A governed semantic layer is emerging... Read more ›
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Presented by Ping Identity Enterprises need to treat zero trust security architecture as an immediate requirement for AI agents rather than a long-term goal, says Andre Durand, CEO and founder of Ping Identity. Zero trust, the security model built on the assumption that no user, device, or system should be automatically trusted, requires continuous verification before every action rather than a single check at login. Agentic AI has profoundly compressed... Read more ›
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Across 107 enterprises, AI infrastructure spending is accelerating well ahead of the ability to see or steer its economics. Most organizations run their AI on a familiar base of hyperscalers and model-provider APIs, yet the next dollar is aimed at specialized compute almost none of them use today; a majority intend to switch or add providers within the year, many within a quarter. Buying decisions turn on integration and total... Read more ›
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Across 107 enterprises, AI agents are being given real access to systems and data while the controls meant to contain them lag behind. More than half have already had a confirmed agent security incident or a near-miss; only about a third give every agent its own scoped identity, and most agents still share credentials; and only three in ten isolate their highest-risk agents. The security stack is overwhelmingly borrowed from... Read more ›
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Moonshot AI, the Beijing-based artificial intelligence startup backed by Alibaba, on Thursday released Kimi K3 — a 2.8-trillion-parameter model that the company says is now the largest open-source AI model in the world, and one that benchmarks show performs neck-and-neck with the most powerful proprietary systems from Anthropic and OpenAI.The release, timed to land just ahead of the 2026 World Artificial Intelligence Conference in Shanghai, is a dramatic escalation in... Read more ›
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OpenClaw has become one of the most widely adopted agentic frameworks, but it has yet to prove itself at enterprise scale. Agents need real credentials — API keys, OAuth tokens, service accounts — to work effectively, and Brex found that traditional guardrails couldn't contain what those agents were doing with them.Brex set out to overcome these limitations by building an internal platform it calls CrabTrap. The open-source HTTP/HTTPS proxy intercepts... Read more ›
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Legacy infrastructure, not the models themselves, is what's actually slowing AI agents down. That was the shared conclusion of three infrastructure leaders — from LinkedIn, Walmart, and Zendesk — at VB Transform 2026.The panel brought together Animesh Singh, senior director of AI platform and infrastructure at LinkedIn, Desiree Gosby, SVP of corporate technology services and technology strategy at Walmart, and Sami Ghoche, VP of applied AI at Zendesk, each describing... Read more ›
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Intuit was an early pioneer in the usage of agentic AI, but its path to success has hardly been a straight line.At VB Transform 2026, Intuit VP of AI Nhung Ho described how the company rebuilt its agent architecture twice in the span of about four months, first moving from a fleet of specialist agents to a central orchestration layer, then abandoning that layer for a skills and tools based... Read more ›
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Capital One on Thursday released VulnHunter, an open-source, agentic AI security tool that scans source code for exploitable vulnerabilities, maps out how an attacker would reach them, and proposes targeted fixes — all before a single line ships to production. The tool, built internally and now available on GitHub under an Apache 2.0 license, is one of the most ambitious attempts by a major financial institution to turn offensive AI... Read more ›
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23.07.2026 01:58
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