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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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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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Sharp late-session selling and rising leverage suggest a bigger move is coming, with downside risk building. Read more ›
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Chelsea Handler says she sees marriage as "outdated," but would still do it for the irony. Read more ›
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Завершив в прошлой публикации обсуждение этапа развития разума на уровне индивидов, сегодня мы перейдём на следующую ступеньку - интеллект сообщества организмов как целого, то есть, коллективный разум. Мы пробежимся от муравейников и первых небольших коллективов наших далёких предков до ранних цивилизаций шумеров и египтян. Погнали! Read more ›
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It's taken years to get multi-gigabit internet in Australia, but now they're already achieving over 200 gigabits per second! Read more ›
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Every major is red on the day as the war enters its fifth week with no resolution, though ETF inflows of $2.5 billion over the past month and net exchange outflows suggest institutional accumulation beneath the surface. Read more ›
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After years of exhausting myself trying to anticipate everyone's needs while silently keeping score, I discovered the brutal truth: the disappointment I felt when people didn't reciprocate wasn't them failing me — it was the price I paid for never giving them the chance to succeed. Read more ›
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Anthropic is discussing an initial public offering that could happen as soon as the fourth quarter of this year, The Information reported Thursday. Bankers vying to take the company public have said it could raise as much as $60 billion, the report said. Meanwhile, Anthropic on Thursday said it ... Read more ›
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FT identifies KPMG as auditor as stablecoin giant eyes fundraising and expansion under new U.S. rules Read more ›
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Привет. Делаю расширение для VS Code, которое даёт OpenCode CLI полноценный графический интерфейс. Называется PrimeCode.Суть простая: OpenCode — мощный CLI-агент, но работать с ним в терминале на длинных сессиях не всегда удобно. Хотелось нормально видеть, что происходит — tool calls, изменения файлов, контекст, токены. Не форк, не отдельный продукт — именно UI-слой поверх OpenCode, который общается с ним через SDK и SSE-стриминг.Если вы уже работаете с OpenCode и у вас... Read more ›
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Arinjay Jain said he values Chiang Mai's slower rhythm, sense of safety, and what he describes as a patient, non-confrontational culture. Read more ›
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See the Moon phase expected for March 27, 2026 as well as when the next Full Moon is expected. Read more ›
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Навигатор при построении маршрута решает масштабную оптимизационную задачу на графах — он работает с дорогами не как с линиями на карте, а со структурой из миллионов рёбер и вершин. Учитываются ограничения движения, текущие и прогнозные скорости, качество дорог и многое другое. Недавно в дополнение к самому быстрому и оптимальному мы добавили ещё один вид маршрута — «лёгкий маршрут», наименее стрессовый для водителя. Минимум сложных перекрёстков, поворотов налево и перестроений. В... Read more ›
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When it comes to high-speed rails, the United States is way behind other nations around the world. However, there is something cooking in California. Read more ›
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Called 'Priority Charging,' the feature pauses background activity to speed up charging. Read more ›
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An anonymous reader quotes a report from 404 Media: Apple provided the FBI with the real iCloud email address hidden behind Apple's 'Hide My Email' feature, which lets paying iCloud+ users generate anonymous email addresses, according to a recently filed court record. The move isn't surprising but still provides uncommon insight into what data is available to authorities regarding the Apple feature. The data was turned over during an investigation... Read more ›
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VentureBeat
Voice AI is moving faster than the tools we use to measure it. Every major AI lab — OpenAI, Google DeepMind, Anthropic, xAI — is racing to ship voice models capable of natural, real-time conversation. But the benchmarks used to evaluate those models are largely still running on synthetic speech, English-only prompts, and scripted test sets that bear little resemblance to how people actually talk.Scale AI, the large data annotation... Read more ›
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Large language models are running into limits in domains that require an understanding of the physical world — from robotics to autonomous driving to manufacturing. That constraint is pushing investors toward world models, with AMI Labs raising a $1.03 billion seed round shortly after World Labs secured $1 billion.Large language models (LLMs) excel at processing abstract knowledge through next-token prediction, but they fundamentally lack grounding in physical causality. They cannot... Read more ›
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Look, we've spent the last 18 months building production AI systems, and we'll tell you what keeps us up at night — and it's not whether the model can answer questions. That's table stakes now. What haunts us is the mental image of an agent autonomously approving a six-figure vendor contract at 2 a.m. because someone typo'd a config file.We've moved past the era of "ChatGPT wrappers" (thank God), but... Read more ›
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Not long ago, the idea of being a “generalist” in the workplace had a mixed reputation. The stereotype was the “jack of all trades” who could dabble in many disciplines but was a “master of none.” And for years, that was more or less true. Most people simply didn’t have access to the expertise required to do highly cross-functional work. If you needed a new graphic, you waited for a... Read more ›
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The $29.3 billion AI coding tool just got caught with its provenance showing. When Cursor launched Composer 2 last week — calling it "frontier-level coding intelligence" — it presented the model as evidence that the company is a serious AI research lab, not just a forked integrated development environment (IDE) wrapping someone else's foundation model. What the announcement omitted was that Composer 2 was built on top of Kimi K2.5,... Read more ›
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Presented by Tulsa Innovation LabsAs the global energy system evolves, companies are racing to adopt technologies that can deliver real-world solutions, especially in hard-to-abate industries. Oklahoma, long known as the oil capital of the world, is a center for energy innovation, with Rose Rock Bridge at the forefront.A non-profit based in Tulsa, Rose Rock Bridge is a pilot deployment studio that connects early-stage energy startups with corporate energy partners, non-dilutive... Read more ›
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The AI image generation market has had an uncontested leader for months. Google's Nano Banana family of models has set the standard for quality, speed, and commercial adoption, while competitors from OpenAI to Midjourney have jockeyed for second place. That hierarchy shifted on Sunday when Luma AI, a startup better known for its Dream Machine video generation tool, publicly released Uni-1 — a model that doesn't just compete with Google... Read more ›
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The prevailing assumption in AI development has been straightforward: larger models trained on more data produce better results. Nvidia's latest release directly challenges that size assumption — and the training recipe behind it may matter more to enterprise AI teams than the model itself. The open-weight model's Cascade RL post-training pipeline, detailed in Nvidia's technical report, offers a reproducible blueprint for enterprise teams building domain-specific reasoning systems without training from... Read more ›
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Look, we've spent the last 18 months building production AI systems, and we'll tell you what keeps us up at night — and it's not whether the model can answer questions. That's table stakes now. What haunts us is the mental image of an agent autonomously approving a six-figure vendor contract at 2 a.m. because someone typo'd a config file.We've moved past the era of "ChatGPT wrappers" (thank God), but... Read more ›
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Getting AI agents to perform reliably in production — not just in demos — is turning out to be harder than enterprises anticipated. Fragmented data, unclear workflows, and runaway escalation rates are slowing deployments across industries.“The technology itself often works well in demonstrations,” said Sanchit Vir Gogia, chief analyst with Greyhound Research. “The challenge begins when it is asked to operate inside the complexity of a real organization.” Burley Kawasaki,... Read more ›
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27.03.2026 01:08
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