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As models get smarter and more capable, the "harnesses" around them must also evolve.
This "harness engineering" is an extension of context engineering, says LangChain co-founder and CEO Harrison Chase in a new VentureBeat Beyond the Pilot podcast episode. Whereas traditional AI harnesses have tended to constrain models from running in loops and calling tools, harnesses specifically built for AI agents allow them to interact more independently and effectively perform long-running tasks. Chase also weighe
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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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Tesla's Signature Edition Model S and Model X come with a one-year resale ban, a $50,000 penalty, and strict buyback terms, giving collectors a rare Tesla with far more strings attached than usual. Read more âș
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This story appeared in Today, Explained, a daily newsletter that helps you understand the most compelling news and stories of the day. Subscribe here. Live Nation will have to face the antitrust music, a federal jury in New York ruled this week, declaring that Americaâs preeminent concert middleman is an illegal monopoly. This was not news to those of [âŠ] Read more âș
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The UKâs launch of a ÂŁ500m Sovereign AI fund is a necessary move to avoid reliance on US capital amid the volatile Trump administration, according to British AI founder. The government this week unveiled the fund, which will be state-operated but act as a kind of venture capital vehicle that will directly back UK-based AI ... Read more âș
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By David Stephen There is a recent analysis on Inside Philanthropy, OpenAI Foundation Sheds More Light on Its Grantmaking, But Big Questions Remain, stating that, âThe foundation expects to invest at least $1 billion over the next year. Its areas of investment include: life sciences and curing diseases, jobs and economic impact, AI resiliency and community programs. The foundation [âŠ] Read more âș
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We thought 'The Bear' star Jeremy Allen White voicing Rotta the Hutt in 'Star Wars' was a small role, but, apparently, it's not. Read more âș
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Reed Hastings is stepping down from Netflix's board in June, ending a 29-year run at the company he co-founded and helped transform from a DVD-by-mail business into a global streaming giant. Hastings said in a shareholder (PDF) letter that heĂą(TM)s stepping down to focus on "his philanthropy and other pursuits." Engadget reports: Hastings has served as chairman of Netflix's board since 2023, a role he assumed after stepping down as... Read more âș
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Google is reportedly negotiating with the U.S. Department of Defense to deploy Gemini in classified settings, with the talks covering the addition of GPU racks to Google Distributed Cloud. Read more âș
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Đ ŃĐ°ĐŒĐșĐ°Ń ĐŽĐ°ĐœĐœĐŸĐč ŃŃĐ°ŃŃĐž ĐŒŃ ĐżĐŸĐłĐŸĐČĐŸŃĐžĐŒ ĐœĐ” ŃĐŸĐ»ŃĐșĐŸ ĐŸ ŃОзОĐșĐ”, ĐœĐŸ ŃĐșĐŸŃДД ĐŸ ŃĐŸĐČŃĐ”ĐŒĐ”ĐœĐœĐŸĐč ĐœĐ°ŃŃĐœĐŸĐč ĐșĐ°ŃŃĐžĐœĐ” ĐČ ŃĐ”Đ»ĐŸĐŒ Ń ŃĐŸŃĐșĐž Đ·ŃĐ”ĐœĐžŃ ĐżŃДжЎД ĐČŃĐ”ĐłĐŸ Đ”ŃŃĐ”ŃŃĐČĐ”ĐœĐœŃŃ ĐœĐ°ŃĐș. ĐĐŸ ĐžĐŒĐ”ĐœĐœĐŸ ĐœĐ° ŃОзОĐșŃ ĐŒŃ ŃĐŽĐ”Đ»Đ°Đ”ĐŒ ĐœĐ°ĐžĐ±ĐŸĐ»ŃŃĐžĐč Đ°ĐșŃĐ”ĐœŃ Đž ŃĐżĐŸŃ, ŃĐ°Đș ĐșĐ°Đș ŃОзОĐșĐ° ŃŃĐžŃĐ°Đ”ŃŃŃ ŃŃĐœĐŽĐ°ĐŒĐ”ĐœŃĐ°Đ»ŃĐœĐŸĐč ĐżĐŸ ĐŸŃĐœĐŸŃĐ”ĐœĐžŃ ĐșĐŸ ĐČŃĐ”ĐŒ ĐŸŃŃĐ°Đ»ŃĐœŃĐŒ Đ”ŃŃĐ”ŃŃĐČĐ”ĐœĐœŃĐŒ ĐœĐ°ŃĐșĐ°ĐŒ. ĐĐ°Ń ĐŸĐ±Đ·ĐŸŃ ŃŃĐŸĐč ĐœĐ°ŃŃĐœĐŸĐč ĐșĐ°ŃŃĐžĐœŃ ĐŒĐžŃĐ° ĐŒŃ ĐżĐŸŃŃŃĐŸĐžĐŒ ĐœĐ” ĐżĐŸ ŃĐŸĐŒŃ Đ±ĐŸĐłĐŸĐŒĐ”ŃĐ·ĐșĐŸĐŒŃ ĐżŃĐžĐœŃОпŃ, ĐżĐŸ ĐșĐŸŃĐŸŃĐŸĐŒŃ ŃŃŃĐŸŃŃŃŃ Đ±ĐŸĐ»ŃŃĐžĐœŃŃĐČĐŸ ŃŃĐ°ŃĐ”Đč ĐżĐŸĐŽĐŸĐ±ĐœĐŸĐč ŃĐ”ĐŒĐ°ŃĐžĐșĐž (ŃĐŸ Đ”ŃŃŃ ĐżĐŸŃŃДЎŃŃĐČĐŸĐŒ... Read more âș
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Nearly âŹ80bn of public money is flooding into European VCs and startups. Is it what the market needs? Read more âș
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The bitcoin price is hovering near a key resistance level with $450 million in sell orders overhead as liquidations surge and derivatives data signal caution. Read more âș
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This phenomenon isn't about being a light sleeperâit's your nervous system running a protective protocol it developed when you first learned that trusting anything outside yourself to show up on time was a gamble your survival couldn't afford to take. Read more âș
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Google's March 2026 Pixel Drop brought with it battery woes for many owners. While there isn't a fix yet, there at least seems to be a potential culprit. 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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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 07:19
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