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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 startup whose founder was poached by Meta last year to lead its Superintellig
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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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Real internal work doesn't show up as composure or fluent self-awareness. It shows up as the ability to be misread for a full sentence without panicking — the dropped urgency to correct the record before someone has finished talking. Read more ›
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Google Photos is getting a new wardrobe feature that uses AI to catalog your outfits from past photos, help you mix and match looks, and virtually try them on. Read more ›
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AI-поиск всё сильнее меняет правила игры. Раньше мы боролись за позиции в Google, теперь всё чаще боремся за то, чтобы бренд попал в ответ ChatGPT, Perplexity, Gemini или Google AI Overviews.И здесь у SEO-специалиста возникает неприятный, но важный вопрос: AI-системы действительно выбирают лучшие источники — или просто те, которые чаще, понятнее и удобнее подсовывают им информацию?Два эксперимента SE Ranking дают на это очень интересный ответ.В первом исследовании команда проверяла, как... Read more ›
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Вы уверены, что таблетки - единственный путь? История, которая ломает шаблоныПолтора года назад моей знакомой поставили диагноз «аутоиммунный тиреоидит». Вердикт районного эндокринолога был стандартным: «Пожизненно принимать гормоны. Другого не дано». Щитовидная железа была в плачевном состоянии, уровень антител зашкаливал.Она не послушалась. Вместо аптеки она ушла в топовую клинику Краснодара, где ей прописали… диету и БАДы. Без единой таблетки левотироксина. Жёсткие ограничения, исключение целых групп про Read more ›
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Cursor или его аналоги, здорово облегчают написание кода, когда речь идет о каких‑то не очень больших проектах. Но стоит попробовать применить их к серьезному, сложному проекту, состоящему из нескольких репозиториев, и тут же сталкиваешься с тем, что эти «чудеса» оборачиваются просто огромными счетами за токены. Я в этой статье поделюсь, как мне удалось перестать впустую сжигать миллионы токенов. Для этого пришлось собрать и запустить три MCP‑сервера по протоколу Model Context... Read more ›
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Berlin-based VC firm Earlybird VC has closed its eighth early-stage tech fund at €360 million. This marks the pan-European VC firm’s largest fundraising round to date and maintains its steady fund cadence throughout market cycles. The firm asserts that it has consistently raised a new fund every three to four years, without fail, across both ... Read more ›
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Confidence and assertiveness are public postures. The deeper marker of self-respect is the willingness to end a conversation, a room, or a relationship without first inventing a justification that makes the leaving look polite. Read more ›
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Scientists have finally cracked one of the biggest mysteries in the senses: how smell is organized. By mapping millions of neurons in mice, researchers discovered that smell receptors in the nose aren’t random at all—they’re arranged in neat, overlapping stripes based on receptor type, forming a hidden structure scientists never knew existed. Even more striking, this layout mirrors how smell information is mapped in the brain, revealing a coordinated system... Read more ›
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Iceland might be Europe’s most exciting startup hub (per capita) Read more ›
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Tamara partners with Lean Technologies to expand credit access, boosting approvals by 32% using Open Banking data. Read more ›
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HIP-4 could become a dominant prediction-market venue because Hyperliquid users can get economic exposure to platform usage through HYPE, unlike users of Polymarket or Kalshi. Read more ›
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Утилита резервирования pgBackRest перестала поддерживаться, проект заархивирован, стало актуальным найти замену для pgBackRest. Главными альтернативами называют WAL-G и Barman. Также, можно использовать pg_basebackup+pg_receivewal. Преимущество WAL-G в том, что резервирование возможно по протоколу S3 и WAL-G обеспечивает более высокую скорость резервирования. Кроме протокола S3, WAL-G может резервировать и восстанавливать из директории в файловой системе и работает с Patroni. Директория не обязательно наход Read more ›
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Last month, Renee O'Drobinak moved with her husband from London to Dubai for a marketing job. She says her life is much easier now. Read more ›
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Divine, a Vine reboot backed by Jack Dorsey, is now available on the App Store and Google Play Store, bringing back 500,000 archived Vine videos and letting creators post new ones. Read more ›
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VentureBeat
For the past eighteen months, the corporate world has been obsessed with the "builder" phase of the generative AI revolution. Enterprises have raced to deploy autonomous agents to handle everything from customer support to complex codebase refactoring. However, as these digital workers proliferate, a new, more structural problem has emerged: fragmentation. Agents built on LangChain cannot easily hand off tasks to those built on CrewAI; a Salesforce-embedded agent has no... Read more ›
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After months of rumors and reports that OpenAI was developing a new, more powerful AI large language model for use in ChatGPT and through its application programming interface (API), allegedly codenamed "Spud" internally, the company has today unveiled its latest offering under the more formal name GPT-5.5.And to likely no one's surprise, it's hardly a "potato" in the disparaging sense of the word: GPT-5.5 retakes the lead for OpenAI in... Read more ›
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For several weeks, a growing chorus of developers and AI power users claimed that Anthropic’s flagship models were losing their edge. Users across GitHub, X, and Reddit reported a phenomenon they described as "AI shrinkflation"—a perceived degradation where Claude seemed less capable of sustained reasoning, more prone to hallucinations, and increasingly wasteful with tokens. Critics pointed to a measurable shift in behavior, alleging that the model had moved from a... Read more ›
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Eighty-five percent of enterprises are running AI agent pilots, but only 5% have moved those agents into production. In an exclusive interview at RSA Conference 2026, Cisco President and Chief Product Officer Jeetu Patel said that the gap comes down to one thing: trust — and that closing it separates market dominance from bankruptcy. He also disclosed a mandate that will reshape Cisco's 90,000-person engineering organization.The problem is not rogue... Read more ›
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The whale has resurfaced. DeepSeek, the Chinese AI startup offshoot of High-Flyer Capital Management quantitative analysis firm, became a near-overnight sensation globally in January 2025 with the release of its open source R1 model that matched proprietary U.S. giants.It's been an epoch in AI since then, and while DeepSeek has released several updates to that model and its other V3 series, the international AI and business community has been largely... Read more ›
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During Operation Lunar Peek in November 2024, attackers gained unauthenticated remote admin access — and eventual root — across more than 13,000 exposed Palo Alto Networks management interfaces. Palo Alto Networks scored CVE-2024-0012 at 9.3 and CVE-2024-9474 at 6.9 under CVSS v4.0. NVD scored the same pair 9.8 and 7.2 under CVSS v3.1. Two scoring systems. Two different answers for the same vulnerabilities. The 6.9 fell below patch thresholds. Admin... Read more ›
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The stochastic challengeTraditional software is predictable: Input A plus function B always equals output C. This determinism allows engineers to develop robust tests. On the other hand, generative AI is stochastic and unpredictable. The exact same prompt often yields different results on Monday versus Tuesday, breaking the traditional unit testing that engineers know and love.To ship enterprise-ready AI, engineers cannot rely on mere “vibe checks” that pass today but fail... Read more ›
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The most expensive AI failure I have seen in enterprise deployments did not produce an error. No alert fired. No dashboard turned red. The system was fully operational, it was just consistently, confidently wrong. That is the reliability gap. And it is the problem most enterprise AI programs are not built to catch.We have spent the last two years getting very good at evaluating models: benchmarks, accuracy scores, red-team exercises,... Read more ›
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There is a war brewing between AI and consulting. Akin to an armies slow march towards the castle, a new technology is coming to dethrone the expert guessers of Mckinsey, Nielsen, Gartner, Publicis and the rest. Any consulting that involves analyzing people (think all of marketing, research, polling, etc.) will have to reckon with the technology of “synthetic audiences”.Synthetic audiences aim to generate digital versions of people that can then... Read more ›
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The stochastic challengeTraditional software is predictable: Input A plus function B always equals output C. This determinism allows engineers to develop robust tests. On the other hand, generative AI is stochastic and unpredictable. The exact same prompt often yields different results on Monday versus Tuesday, breaking the traditional unit testing that engineers know and love.To ship enterprise-ready AI, engineers cannot rely on mere “vibe checks” that pass today but fail... Read more ›
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30.04.2026 01:57
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