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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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Many Americans aren't fans of Flock's cameras, but Virginia Police allege that this Air Force engineer took his dislike of the cameras to the next level. Read more ›
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Diane Morgan is back with brand-new comedy Ann Droid on BBC iPlayer this week. But while you're there, why not check out these 3 hidden gems you've definitely missed? Read more ›
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Google disputes a child-safety assessment of AI Overviews and AI Mode, arguing that its testing was unrealistic. The report documents troubling responses and questions whether parents have enough control over Search. Read more ›
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We’ve tested filters from Sawyer, Katadyn, LifeStraw, MSR and more to find the best option for every adventure. Read more ›
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Israel plans to ramp up production of its top ballistic missile interceptor. These kinds of munitions are in high demand globally. Read more ›
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The FCC might soon ban anonymous phone lines in the US, which could help prevent fraud and scams but might also harm lots of innocent people. Read more ›
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Artificial intelligence is transforming the way organisations approach video surveillance, moving it far beyond traditional monitoring. Businesses now rely on smarter, automated solutions to keep pace with evolving security demands and operational challenges. AI-powered analytics can bring efficiency and faster incident response to a sector in need of more than constant streams of footage. The […] Read more ›
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New Horizons may have come and gone, but the mission is still revealing previously unseen features on Pluto. Read more ›
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ВЕБИНАР | 13 августа 2026 года | 16:00 Отсутствие полноценного взаимодействия систем в компании мешает бизнесу работать эффективно. Мы предлагаем не просто настроить очередной инструмент, а выстроить единый управляемый интеграционный контур на базе DATAREON Platform с учётом отраслевой специфики и бизнес-процессов компании. Дмитрий Горгошидзе, ведущий консультант-аналитик направления НСИ и интеграции SOFROS, один из ведущих экспертов компании по внедрению интеграционных решений приглашает на вебинар 13 авг Read more ›
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Life360 is giving its Tile trackers a visual refresh courtesy of its Disney collaboration. Read more ›
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Inside Ukraine's robotics revolution, drones, ground robots, and autonomous weapons are rapidly reshaping the war with Russia. Read more ›
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The Blood of Dawnwalker director Konrad Tomaszkiewicz isn't worried about the impact of what a delayed next-gen could mean for Rebel Wolves. Read more ›
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The newly-convened x402 Foundation is a neutral space where competitors and payment methods can work together to create an open standard for AI agentic commerce. Read more ›
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Gothenburg-based InfiniNode Technologies has secured €2 million in a combination of investment and grant funding to accelerate the development of its semiconductor IP for next-generation compute systems. The round was backed by Nordic deep-tech investors Turbine Capital, PSV Hafnium, Norrsken Evolve, Chalmers Ventures and Almi Invest, alongside public innovation funding. A spin-out from Chalmers University […] Read more ›
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Danish biotechnology startup Visibuilt has raised €3.34 million in seed funding in a round co-led by EIFO and Unconventional Ventures, with participation from Proptechfonden and follow-on backing from existing investor EMDFonden. The company develops visiBINDER, a mycelium-based binder designed to replace carbon-intensive materials such as bitumen and cement in paving and infrastructure applications. The fresh […] Read more ›
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Tired of your portable fan dying halfway through a hot day? Discover the new pocket-sized gadget from Ryobi that delivers an incredible 17 hours of cooling. Read more ›
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Roman Sulzhyk, Founding Partner of Ukrainian investment fund Resist.UA, has a message for the world when it comes to investing in the Ukrainian startup ecosystem: "If you wait until after the war, yo... Read more ›
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VentureBeat
Presented by SAPGenerating code with AI is fast, but getting that code to run reliably inside a large enterprise, integrated with live systems, governed for compliance, and maintainable over years requires foundational work that most organizations underestimate. While 81% of all organizations have a detailed strategy, only 12–16% reach AI‑driven execution, says SAP's Michael Ameling, CPO of SAP Business Technology Platform, and the reasons rarely come down to the quality... Read more ›
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A team routing queries across a coding specialist, a logic specialist, and a generalist model assumes each will cover the others' blind spots. A new study evaluating 67 frontier models from 21 providers shows that assumption is mathematically flawed — and the flaw has a name: the co-failure ceiling.The assumption works like this: as long as two models don't usually fail on the exact same prompts, combining them is supposed... Read more ›
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Share one API key across five AI agents, and a single compromised agent inherits the reach of all five. The attacker immediately benefits from the accumulated permissions of every workflow that the key touches. The forensic trail goes cold at the credential level because five agents on one account leave no record of which agent did what.Sixty-nine percent of enterprises run agents with credential sharing somewhere in their deployments, according... Read more ›
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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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16.07.2026 08:04
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