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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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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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Europe has emerged as one of the world's leading centres for open-weight AI, with companies including Mistral, Black Forest Labs and Helsing contributing to a growing ecosystem focused on open models ... Read more ›
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An anonymous reader quotes a report from The Guardian: Researchers who tracked more than 90,000 people over a decade found that sitting or lying down while awake for more than 30 minutes in one period each day was associated with an increased risk of cancer death. The risk increases for every additional hour of continuous inactivity, the findings suggest. However, the researchers also found breaking up periods of sedentary behavior... Read more ›
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Nearly a year ago, Apple filed a lawsuit against YouTuber Jon Prosser and Michael Ramacciotti over alleged theft of the company's trade secrets. Apple alleged that the duo coordinated to break into former Apple software engineer Ethan Lipnik's development iPhone, in order to access and profit off details about "iOS 19," which ended up being called iOS 26. Prosser is the host of the popular YouTube channel Front Page Tech,... Read more ›
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'Star Wars: Visions Presents — The Ninth Jedi' is a new limited series from Lucasfilm and Production I.G. Read more ›
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The video game disc is dead, and Sony's been planning to kill it for some time, according to a report out of Austria. The man who leads Sony's discmaking operations, Sony DADC president Dietmar Tanzer, told ORF Salzberg that the company's Thalgau plant produces 600,000 discs every day, half of which are for PlayStation. But […] Read more ›
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Instagram launched its CapCut rival Edits in January last year, and now the app has gained some new features. These include support for bilingual captions, which automatically translate your captions into a secondary language. Currently supported languages are English, Indonesian, Russian, Portuguese, Gujarati, Spanish, Hindi, Korean, Bengali, German, Italian, Thai, French, Japanese, and Kannada. Instagram Edits updates You can also build richer templates with support for overlays as well a Read more ›
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Two-thirds of enterprises have hedged their AI model strategy, and the past few weeks of controversy around Anthropic’s Claude Fable 5 model showed why that posture has gone mainstream. On June 12, a U.S. export-control order pulled Anthropic's Claude Fable 5 — the most capable model on the market — offline for every customer, with no warning and no timeline. It returned this week wrapped in tighter safeguards, after China's... Read more ›
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A protein called “Mitch” may hold the key to a new generation of obesity treatments. Researchers found that disabling it in human cells boosts fat burning, increases energy use, and makes it harder for new fat cells to develop. The findings help explain why mice lacking Mitch were leaner, more athletic, and resistant to obesity. Read more ›
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GMKtec redesigned its Strix Halo workstation around cooling, local inference, and substantially higher memory capacities for AI. Read more ›
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Digital movies and games can be easy to buy, but Sony's latest PlayStation move is a reminder that access and ownership aren't always the same thing. Read more ›
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Nvidia CEO Jensen Huang's black Tom Ford leather jacket is up for auction, with proceeds benefiting charity, Sotheby's said. Read more ›
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Here's how to watch Switzerland vs Algeria for free online and from anywhere as the unbeaten Swiss face a battle-tested Algeria in the World Cup last 32. Read more ›
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The satirical site is fighting to officially take over Infowars. In the meantime, CEO Ben Collins says the new show will mock “how fucking stupid” conspiratorial brain rot has become. Read more ›
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For Prime members, Amazon First Reads gives you your choice of a free e-book every month. Here's what to know about the program, plus the July deals available. Read more ›
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The US Department of Energy wants changes to energy-efficiency standards enacted under the Biden administration that it says will lower costs and preserve consumer choice. Read more ›
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Meta's superintelligence chief says its upcoming Watermelon model now matches GPT-5.5 on key AI benchmarks. Read more ›
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Последнее время складывается ощущение, что люди вокруг просто посходили с ума. Про нейронки, ИИ, модели, тарифы говорят не просто все, а вообще все. В прямом смысле, в очень кривом и искаженном пересказе эту тему обсуждают уже бабки у подъезда. Даже от некоторых маргинальных лиц рядом с питейными заведениями вместе с привычным амбре витает в воздухе что-то вроде «Слышал там сеть какая-то, ты её говоришь сделай ну это самое, а он... Read more ›
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VentureBeat
Industrialized factories changed how the world produced physical goods: more output, lower costs, faster than anything that came before. Now a similar shift is happening with software. LLMs have lowered the barrier to writing code, increased individual output, and pushed organizations to think about software development as a production system. The standard software development lifecycle and CI/CD practices that have held for decades won't hold up under that pressure. That's... Read more ›
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OpenAI is announcing a limited preview of its next-generation GPT-5.6 model series today, introducing three distinct, capability-tiered models—Sol, Terra, and Luna—designed to re-engineer developer and enterprise workflows. The initial rollout is available through the API and Codex to a narrow set of approximately 20 total organizations after OpenAI shared the models and release plans with the U.S. government, following an executive order issued by President Donald J. Trump earlier this... Read more ›
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An endpoint agent cannot report its own absence. The 2026 Axonius Actionability Report, conducted with the Ponemon Institute and surveying 662 IT and security professionals, put a number on a gap SOC teams have worked around for years. Across the Axonius customer base, 12.7% of devices in a 298,000-device median inventory are missing their expected security agent.If a device has no agent, no management console shows it. If a CMDB... Read more ›
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Long-horizon reasoning exposes a core weakness in AI agents: context windows fill up fast, and retrieval pipelines return noise instead of signal.To solve this, researchers at the National University of Singapore developed MRAgent, a framework that abandons the static "retrieve-then-reason" approach. Instead, it uses a mechanism that allows an agent to dynamically develop its memory based on accumulating evidence. This multi-step memory reconstruction is integrated into the reasoning process of... Read more ›
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Anthropic recently told its growth team to hire more product managers, not fewer. The reason, as reported in industry coverage, was that Claude Code had quietly turned its engineering org into a team that ships at roughly three times its actual headcount, and the bottleneck moved from the integrated development environment (IDE) to the people deciding what to build.That detail is easy to miss in the noise of every AI... Read more ›
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In the past two years, businesses have been trying to fit large language models (LLMs) into support, analytics, development, and internal automation like never before. Along with the increasing adoption of AI technology, another trend is gaining momentum — cybercriminals are taking advantage of the disconnect between assumptions about LLMs and their actual characteristics.In 2025 and 2026, several independent sources have highlighted the same trend: Prompt injection remains one of... Read more ›
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A single fake error report hijacked Claude Code in controlled testing — the agent ran the attacker's code with the developer's full privileges, and not one alert fired. EDR, WAF, IAM, and the firewall all missed it completely.Tenet Security's June agentjacking disclosure describes a single crafted Sentry error event — sent through a public credential that requires no breach and no authentication — that injected attacker instructions into error data... Read more ›
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Even as the geopolitical conversation around AI continues to grow more fraught following the U.S. government's actions to limit the new models from Anthropic and OpenAI, Chinese open source darling DeepSeek is back with yet another open release that could once again change AI development around the globe. Over the weekend, the firm released DSpark, a new, MIT-Licensed system designed to make large language models answer faster without changing what... Read more ›
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A few hours ago, Chinese delivery app company Meituan officially unveiled LongCat-2.0 on GitHub, Hugging Face, and its native platform, unmasking the model as the computational engine behind "Owl Alpha," the anonymous stealth model that has spent the last two months commanding global developer charts on OpenRouter. Developed to fundamentally disrupt closed-source enterprise dominance in autonomous software engineering, the 1.6-trillion-parameter Mixture-of-Experts (MoE) system brings a native 1-million-toke Read more ›
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The competitive edge in enterprise AI is shifting to context: which platform can give an agent the right memory, the right retrieval and the right data at the moment of decision.Couchbase on Tuesday announced its AI Data Plane, combining persistent agent memory, real-time context retrieval and an enterprise-managed MCP server in a single operational platform. Couchbase's roots are in caching and high-transaction databases — an architecture the company argues makes... Read more ›
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02.07.2026 22:14
Last update: 22:05 EDT.
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