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To create coherent images or videos, generative AI diffusion models like Stable Diffusion or FLUX have typically relied on external "teachers"—frozen encoders like CLIP or DINOv2—to provide the semantic understanding they couldn't learn on their own. But this reliance has come at a cost: a "bottleneck" where scaling up the model no longer yields better results because the external teacher has hit its limit.Today, German AI startup Black Forest Labs (maker of the FLUX series of AI image models) has announced
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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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Beyond Phone and Messages, the iPhone includes several overlooked Apple apps that can help with passwords, gaming, journaling, invites, and measuring. Read more ›
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Смертность бизнеса превышает рождаемость на 26%. Три фактора наложились друг на друга и уничтожили то, что строилось десятилетиями. Читать далее Read more ›
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You may need hundreds of dollars to give your bedroom a full makeover, but some improvements are quite affordable, thanks to these five gadgets. Read more ›
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OpenAI's Fidji Simo focuses on profitability, shutting down Sora AI video app due to compute constraints in favor of ChatGPT's growth. Read more ›
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Jurist expresses scepticism about Trump administration’s position and calls defence department’s actions ‘troubling’ Read more ›
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SpaceX is aiming to file its initial public offering prospectus with regulators later this week or next week, according to a person with direct knowledge of the plans. The confidential filing will formalize the IPO plans for Elon Musk’s rocket and telecom company as it targets a June public listing. The offering will test investor appetite for what is gearing up to be the biggest U.S. IPO of all time—by... Read more ›
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Fancy new screen tech — an innovative take on VRR — is going to mean better battery life, starting with the new Dell XPS. Read more ›
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Walt Disney Co. must be so glad it committed to investing $1 billion in OpenAI and becoming a customer of the ChatGPT creator. The theme park and entertainment firm agreed to both steps as part of a deal struck last December in which it licensed its characters for use on OpenAI’s Sora video-generation tool. On Tuesday, OpenAI decided to shut down Sora. In response, Disney abandoned the entire deal, including... Read more ›
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Covers and bags to keep your 15-inch MacBook protected from bumps and scratches, with spaces to stash your cables and peripherals too. Read more ›
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Apple is testing a new Siri app that looks and works like a chatbot, letting you manage conversations, upload files, and switch between voice and text in one place. Read more ›
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DeWalt's newest 2026 releases span outdoor equipment, carpentry gear, and shop tools, with several strong additions worth adding to your kit this year. Read more ›
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Apple is testing a standalone Siri app, a new interface and deeper AI features for this year's software update, Bloomberg reports. Read more ›
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Я ненавижу писать фронтовые тесты. Не потому что я против тестирования, а потому что в какой-то момент они превращаются в бессмысленный ритуал. Особенно когда от тебя требуют покрыть ими вообще всё. Читать далее Read more ›
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It's about to get a lot easier for creators on Facebook and Instagram to push products to their followers. Meta will now allow creators to include clickable shopping links for products directly in their Reels.Brand partnerships and affiliate links, in which creators earn a portion of sales generated by their recommendations, are central to how creators earn money from Facebook and Instagram. But Meta has limited the ways in which... Read more ›
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Meta unveiled a slew of new shopping and advertising updates to woo brands and creators. Influencers can soon earn a commission from affiliate links. Read more ›
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Linux gamers are seeing massive performance gains with Wine's new NTSYNC support, "which is a feature that has been years in the making and rewrites how Wine handles one of the most performance-sensitive operations in modern gaming," reports XDA Developers. Not every game will see a night-and-day difference, but for the games that do benefit from these changes, "the improvements range from noticeable to absurd." Combined with improvements to Wayland,... Read more ›
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Instagram and Facebook content will soon have shopping links baked into posts, essentially cutting out third-party "link in bio"-style tools. Meta announced Tuesday that it's adding commerce features on the two platforms, though the functionality will be slightly different for each. On Facebook, content creators will be able to link their affiliate accounts they have […] Read more ›
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VentureBeat
In 2026, data engineers working with multi-agent systems are hitting a familiar problem: Agents built on different platforms don’t operate from a shared understanding of the business. The result isn’t model failure — it’s hallucination driven by fragmented context.The problem is that agents built on different platforms, by different teams, do not share a common understanding of how the business actually operates. Each one carries its own interpretation of what... Read more ›
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In the last few years, Chinese AI startup MiniMax has become one of the most exciting in the crowded global AI marketplace, carving out a reputation for delivering frontier-level large language models (LLMs) with open source licenses and before that, high-quality AI video generation models (Hailuo). The release of MiniMax M2.7 today — a new proprietary LLM designed to perform well powering AI agents and as the backend to third-party... Read more ›
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Chinese electronics and car manufacturer Xiaomi surprised the global AI community today with the release of MiMo-V2-Pro, a new 1-trillion parameter foundation model with benchmarks approaching those of U.S. AI giants OpenAI and Anthropic, but at around a seventh or sixth the cost when accessed over proprietary API — and importantly, sending less than 256,000 tokens-worth of information back and forth.Led by Fuli Luo, a veteran of the disruptive DeepSeek... Read more ›
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A rogue AI agent at Meta took action without approval and exposed sensitive company and user data to employees who were not authorized to access it. Meta confirmed the incident to The Information on March 18 but said no user data was ultimately mishandled. The exposure still triggered a major security alert internally.The available evidence suggests the failure occurred after authentication, not during it. The agent held valid credentials, operated... Read more ›
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Cursor, a San Francisco AI coding platform from startup Anysphere valued at $29.3 billion, has launched Composer 2, a new in-house coding model now available inside its agentic AI coding environment, and it offers drastically improved benchmarks from its prior in-house model.It's also launching and making Composer 2 Fast, a higher-priced but faster variant, the default experience for users.Here's the cost breakdown:Composer 2 Standard: $0.50/$2.50 per 1 million input/output tokens... Read more ›
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The future of AI isn’t just agentic; it’s deep personalization. Rather than simple recommender systems that correlate user behavior to identify patterns and apply those to individual workflows, large language models (LLMs) and AI agents can analyze users directly to create deeply personalized experiences. It’s this kind of aggressive customization users are increasingly demanding — and the savviest enterprises who provide it (and soon) will win. The goal is: “Don't... Read more ›
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The hit open source autonomous AI agent OpenClaw may have just gotten mogged by Anthropic. Today, Anthropic announced Claude Code Channels, a way to hook up its own powerful Claude Code AI agentic harness to a human user's Discord or Telegram messaging applications, letting them message Claude Code directly whenever they want while on the go and instruct it to write code for them. Official documentation is here.This isn't just... Read more ›
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Enterprises that have been juggling separate models for reasoning, multimodal tasks, and agentic coding may be able to simplify their stack: Mistral’s new Small 4 brings all three into a single open-source model, with adjustable reasoning levels under the hood.Small 4 enters a crowded field of small models — including Qwen and Claude Haiku — that are competing on inference cost and benchmark performance. Mistral’s pitch: shorter outputs that translate... Read more ›
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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... 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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24.03.2026 20:50
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