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The standard guidelines for building large language models (LLMs) optimize only for training costs and ignore inference costs. This poses a challenge for real-world applications that use inference-time scaling techniques to increase the accuracy of model responses, such as drawing multiple reasoning samples from a model at deployment.To bridge this gap, researchers at University of Wisconsin-Madison and Stanford University have introduced Train-to-Test (T2) scaling laws, a framework that jointly optimizes a
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An East Bay apartment complex has been bought at a price that's well below its prior value. Read more âș
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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 âș
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Google's big Gemini overlay and Live redesign is starting to roll out for some users. Read more âș
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The Trump administration has spent nearly two months fighting with AI company Anthropic. It's dubbed the company a "RADICAL LEFT, WOKE COMPANY" full of "Leftwing nut jobs" and a menace to national security. But some of the ice may reportedly be melting between the two, thanks to Anthropic's buzzy new cybersecurity-focused model: Claude Mythos Preview. [âŠ] Read more âș
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Tanker ships are sailing through the Strait of Hormuz. Here's what 'completely open' looks like right now. Read more âș
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The specter of price hikes caused by the current AI-driven demand for memory and storage appears to have convinced a fair share of people to buy a new computer. According to data analyzed by Counterpoint Research, global PC shipments grew around 3.2 percent year-over-year in Q1 2026, "driven by pre-emptive buying before memory-led price increases hit the retail level" and Microsoft forcing some customers to upgrade by ending support for... Read more âș
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Anthropic today launched Claude Design, a new AI product for creating designs, prototypes, slides, and more. Claude Design uses Opus 4.7, a new AI model that was introduced earlier this week. Opus 4.7 is Anthropic's most capable vision model, and it can see images in greater resolution. Anthropic says that it is "more tasteful and creative" when doing professional tasks. It is able to create higher-quality interfaces, slides, and docs,... Read more âș
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BrianFagioli writes: Mozilla's email subsidiary MZLA Technologies just introduced Thunderbolt, an open-source AI client aimed at organizations that want to run AI on their own infrastructure instead of relying entirely on cloud services. The idea is to give companies full control over their data, models, and workflows while still offering things like chat, research tools, automation, and integration with enterprise systems through the Haystack AI framework. Native apps are planned... Read more âș
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The film's opening and a new poster reveal Jon Favreau and Dave Filoni are up to their old tricks again. Read more âș
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The former Instagram executive is departing the ChatGPT-maker, and the company is sunsetting its âOpenAI for Scienceâ application. Read more âș
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Casely's recalled MagSafe power bank has already killed once, and it's still out there. Read more âș
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As humanity prepares to land on the moon in future Artemis missions, NASA's combustion tests will be critical to assuring astronaut safety. Read more âș
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Cursor is back in the spotlightâand this time, the numbers are hard to ignore. The AI coding startup is in talks to raise at least $2 billion in fresh funding at a $50 billion valuation, according to Bloomberg, citing people familiar ... Read more âș
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Đ ĐżŃĐŸŃĐ»ĐŸĐč ŃŃĐ°ŃŃĐ” Ń ĐœĐ”ĐŒĐœĐŸĐłĐŸ ŃĐ»ŃĐșĐ°ĐČОл, ŃĐșĐ°Đ·Đ°ĐČ, ŃŃĐŸ ĐŒŃ Đ±ŃĐŽĐ”ĐŒ ŃазбОŃĐ°ŃŃ Đ°ŃĐŸĐŒĐžĐșĐž, баŃŃĐ”ŃŃ Đž ŃĐžŃŃĐ”ĐŒĐœŃĐ” ĐČŃĐ·ĐŸĐČŃ. ĐŻ паŃŃ ĐŽĐœĐ”Đč ĐżĐŸŃĐ°Đ·ĐŒŃŃĐ»ŃĐ» Đž ĐŸŃĐŸĐ·ĐœĐ°Đ» â Đ° Đ·Đ°ŃĐ”ĐŒ ĐČĐŸĐŸĐ±ŃĐ” ŃŃĐŸ ĐŸĐ±ŃŃŃĐœŃŃŃ, Đ”ŃлО ĐŒŃ ĐŽĐ°Đ¶Đ” ĐœĐ” Đ·ĐœĐ°Đ”ĐŒ ĐżŃĐŸ ĐżŃĐžŃĐžĐœŃ ĐžŃ ĐČĐŸĐ·ĐœĐžĐșĐœĐŸĐČĐ”ĐœĐžŃ Đž ĐżŃĐŸĐ±Đ»Đ”ĐŒŃ, ĐșĐŸŃĐŸŃŃĐ” ĐŸĐœĐž ŃĐ”ŃĐ°ŃŃĐ ŃĐ°ŃŃĐž 1.1 ĐŒŃ ŃĐ°ŃŃĐŒĐŸŃŃДлО Đ±Đ°Đ·ĐŸĐČŃĐ” ĐžĐœŃŃŃŃĐșŃОО, ĐșĐŸŃĐŸŃŃĐ” ĐČŃĐżĐŸĐ»ĐœŃĐ”Ń ĐœĐ°Ń CPU Đž ĐșĐŸŃĐŸŃŃĐŒĐž ĐČ ĐșĐŸĐœĐ”ŃĐœĐŸĐŒ ŃŃĐ”ŃĐ” Đž ŃĐČĐ»ŃŃŃŃŃ ĐœĐ°ŃĐž ĐżŃĐ”ĐșŃĐ°ŃĐœŃĐ” ŃŃŃĐŸŃĐșĐž ĐœĐ° Go. ĐĐŸ ĐČĐŸĐ·ĐœĐžĐșĐ°Đ”Ń Đ·Đ°ĐșĐŸĐœĐŸĐŒĐ”ŃĐœŃĐč ĐČĐŸĐżŃĐŸŃ: âĐĐșĐ”Đč, ĐŒŃ... Read more âș
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There's a loophole that doesn't require Airbnb to delist properties when hosts convert legal listings into illegal ones. Airbnb could help â but does it really want to? Read more âș
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The 1MORE S50 Fit open earbuds are down to just $65 right now, offering impressive sound quality and comfort. Read more âș
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GPT-Rosalind is intended to help scientists streamline their research and drug discovery. Read more âș
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After forty years of being everyone's go-to electrician who never said no, I discovered that the deepest exhaustion isn't physicalâit's the haunting realization that you've become a stranger in your own life, unable to answer simple questions like what you want for dinner because you've forgotten you're allowed to want anything at all. Read more âș
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![[ĐĐ”ŃĐ”ĐČĐŸĐŽ] ĐĐ°Đș ĐĐĐĄĐ ŃĐŸĐ·ĐŽĐ°Đ»ĐŸ ĐŸŃĐșĐ°Đ·ĐŸŃŃŃĐŸĐčŃĐžĐČŃĐč ĐșĐŸĐŒĐżŃŃŃĐ”Ń ĐŽĐ»Ń ĐŒĐžŃŃОО «ĐŃŃĐ”ĐŒĐžĐŽĐ°-2»](https://times42.com/media/4/0/2/12295402_640x200.jpg "[ĐĐ”ŃĐ”ĐČĐŸĐŽ] ĐĐ°Đș ĐĐĐĄĐ ŃĐŸĐ·ĐŽĐ°Đ»ĐŸ ĐŸŃĐșĐ°Đ·ĐŸŃŃŃĐŸĐčŃĐžĐČŃĐč ĐșĐŸĐŒĐżŃŃŃĐ”Ń ĐŽĐ»Ń ĐŒĐžŃŃОО «ĐŃŃĐ”ĐŒĐžĐŽĐ°-2»")
ĐĐŸĐŒĐżŃŃŃĐ”ŃĐœĐ°Ń ŃĐžŃŃĐ”ĐŒĐ°, ŃŃŃĐ°ĐœĐŸĐČĐ»Đ”ĐœĐœĐ°Ń ĐœĐ° Đ±ĐŸŃŃŃ ĐœŃĐœĐ”ŃĐœĐ”Đč Đ»ŃĐœĐœĐŸĐč ĐŒĐžŃŃОО «ĐŃŃĐ”ĐŒĐžĐŽĐ°-2», ĐșĐ°ŃĐŽĐžĐœĐ°Đ»ŃĐœĐŸ ĐŸŃлОŃĐ°Đ”ŃŃŃ ĐŸŃ ŃĐŸĐč, ŃŃĐŸ ĐžŃĐżĐŸĐ»ŃĐ·ĐŸĐČалаŃŃ ĐČ ŃĐżĐŸŃ Ń Â«ĐĐżĐŸĐ»Đ»ĐŸĐœĐ°Â». ĐŃŃŃĐŸĐœĐ°ĐČŃŃ Â«ĐĐżĐŸĐ»Đ»ĐŸĐœĐ°Â» ŃĐŸĐČĐ”ŃŃалО ĐżĐŸŃĐ°ĐŽĐșŃ ĐœĐ° ĐżĐŸĐČĐ”ŃŃ ĐœĐŸŃŃŃ ĐŃĐœŃ Ń ĐżĐŸĐŒĐŸŃŃŃ ĐșĐŸĐŒĐżŃŃŃĐ”ŃĐ°, ĐŸŃĐœĐ°ŃŃĐœĐœĐŸĐłĐŸ ĐżŃĐŸŃĐ”ŃŃĐŸŃĐŸĐŒ Ń ŃĐ°ĐșŃĐŸĐČĐŸĐč ŃĐ°ŃŃĐŸŃĐŸĐč 1 ĐĐŃ Đž ĐżŃĐžĐŒĐ”ŃĐœĐŸ 4 ĐșĐžĐ»ĐŸĐ±Đ°ĐčŃĐ°ĐŒĐž ĐżĐ°ĐŒŃŃĐž, ĐŽĐŸĐżĐŸĐ»ĐœĐ”ĐœĐœĐŸĐč Đ±ĐŸĐ»Đ”Đ” ĐŸĐ±ŃŃĐŒĐœŃĐŒ ĐŒĐ°ŃŃĐžĐČĐŸĐŒ ĐżĐŸŃŃĐŸŃĐœĐœĐŸĐč ĐżĐ°ĐŒŃŃĐž ĐœĐ° ŃĐ”ŃŃĐžŃĐŸĐČŃŃ ĐșĐŸĐ»ŃŃĐ°Ń . Đ„ĐŸŃŃ ŃŃĐŸ бŃĐ»ĐŸ ŃŃĐŽĐŸ ĐžĐœĐ¶Đ”ĐœĐ”ŃĐœĐŸĐč ĐŒŃŃлО 1960-Ń ĐłĐŸĐŽĐŸĐČ, ŃŃĐœĐșŃĐžĐŸĐœĐ°Đ»ŃĐœŃĐč ĐŽĐžĐ°ĐżĐ°Đ·ĐŸĐœ ĐœĐ°ĐČОгаŃĐžĐŸĐœĐœĐŸĐłĐŸ ĐșĐŸĐŒĐżŃŃŃĐ”ŃĐ° «ĐĐżĐŸĐ»Đ»ĐŸĐœĐ°Â» бŃĐ» ŃĐ·Đș Read more âș
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VentureBeat
When the One Big Beautiful Bill arrived as a 900-page unstructured document â with no standardized schema, no published IRS forms, and a hard shipping deadline â Intuit's TurboTax team had a question: could AI compress a months-long implementation into days without sacrificing accuracy?What they built to do it is less a tax story than a template, a workflow combining commercial AI tools, a proprietary domain-specific language and a custom... Read more âș
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Four separate RSAC 2026 keynotes arrived at the same conclusion without coordinating. Microsoft's Vasu Jakkal told attendees that zero trust must extend to AI. Cisco's Jeetu Patel called for a shift from access control to action control, saying in an exclusive interview with VentureBeat that agents behave "more like teenagers, supremely intelligent, but with no fear of consequence." CrowdStrike's George Kurtz identified AI governance as the biggest gap in enterprise... Read more âș
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For the last 18 months, the CISO playbook for generative AI has been relatively simple: Control the browser.Security teams tightened cloud access security broker (CASB) policies, blocked or monitored traffic to well-known AI endpoints, and routed usage through sanctioned gateways. The operating model was clear: If sensitive data leaves the network for an external API call, we can observe it, log it, and stop it. But that model is starting... Read more âș
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Data drift happens when the statistical properties of a machine learning (ML) model's input data change over time, eventually rendering its predictions less accurate. Cybersecurity professionals who rely on ML for tasks like malware detection and network threat analysis find that undetected data drift can create vulnerabilities. A model trained on old attack patterns may fail to see today's sophisticated threats. Recognizing the early signs of data drift is the... Read more âș
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Presented by EdgeverveSmart, semiâautonomous AI agents handling complex, realâtime business work is a compelling vision. But moving from impressive pilots to productionâgrade impact requires more than clever prompts or proofâofâconcept demos. It takes clear goals, dataâdriven workflows, and an enterprise platform that balances autonomy, governance, observability, and flexibility with hard guardrails from day one. From pilots to the âoperational grey zonesâThe next wave of value sits in the connective tissue Read more âș
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Presented by EdgeverveSmart, semiâautonomous AI agents handling complex, realâtime business work is a compelling vision. But moving from impressive pilots to productionâgrade impact requires more than clever prompts or proofâofâconcept demos. It takes clear goals, dataâdriven workflows, and an enterprise platform that balances autonomy, governance, observability, and flexibility with hard guardrails from day one. From pilots to the âoperational grey zonesâThe next wave of value sits in the connective tissue Read more âș
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A growing number of developers and AI power users are taking to social media to accuse Anthropic of degrading the performance of Claude Opus 4.6 and Claude Code â intentionally or as an outcome of compute limits â arguing that the companyâs flagship coding model feels less capable, less reliable and more wasteful with tokens than it did just weeks ago. The complaints have spread quickly on Github, X and... Read more âș
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Presented by AWSAutonomous agents are compressing software delivery timelines from weeks to days. The enterprises that scale agents safely will be the ones that build using spec-driven development.Thereâs a moment in every technology shift where the early adopters stop being outliers and start being the baseline. Weâre at that moment in software development, and most teams donât realize it yet.A year ago, vibe coding went viral. Non-developers and junior developers... Read more âș
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The software industry is racing to write code with artificial intelligence. It is struggling, badly, to make sure that code holds up once it ships.A survey of 200 senior site-reliability and DevOps leaders at large enterprises across the United States, United Kingdom, and European Union paints a stark picture of the hidden costs embedded in the AI coding boom. According to Lightrun's 2026 State of AI-Powered Engineering Report, shared exclusively... Read more âș
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Data teams building AI agents keep running into the same failure mode. Questions that require joining structured data with unstructured content, sales figures alongside customer reviews or citation counts alongside academic papers, break single-turn RAG systems. New research from Databricks puts a number on that failure gap. The company's AI research team tested a multi-step agentic approach against state-of-the-art single-turn RAG baselines across nine enterprise knowledge tasks and reported gains... Read more âș
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17.04.2026 16:36
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