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Last updated: May 19, 2026
50 articles
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligence, from massive industry investments to critical safety considerations and integration into core development processes. Key Areas Explored:
At the beginning of 2025, DeepSeek changed the conversation around AI infrastructure. Most people focused on the model quality, the training cost, and the geopolitical story around a new Chinese AI lab suddenly competing with the biggest names in the industry. That part was interesting, of course. B
text-embedding-3-large или small: стоимость, качество поиска и выбор для RAG При разработке RAG или семантического поиска почти все упираются в один вопрос: 我到底该用 text-embedding-3-large，还是用更便宜的 text-embedding-3-small？ Ответ не сводится к «large всегда лучше» или «small всегда достаточно». 更准确的说法是：如果
Как построить RAG-базу знаний на text-embedding-3-large: chunking, embeddings и rerank Многие RAG-демо выглядят просто: загрузили PDF, задали вопрос, получили ответ. Но в production проблемы появляются сразу: 文档太长，直接塞不进上下文 关键词搜索找不到语义相近内容 用户问法很口语，文档写法很正式 搜出来的内容不准，模型就开始编 数据一多，检索速度和成本都上来了 text-embeddin
<!DOCTYPE html> AI โคลนเสียงได้ใน 3 วินาที ทำยังไง? - AiDevThai <h1>AI โคลนเสียงได้ใน 3 วินาที ทำยังไง?</h1> <p>คุณเชื่อหรือไม่ว่าทุกวันนี้คนเราถูกหลอกด้วยเสียง AI ได้ง่ายขึ้น? มีงานวิจัยที่น่าสนใจว่า <strong>Humans now fail voice tests 25% of time</strong> ไม่น่าแปลกใจเลยที่ AI สามารถสร้างเสียงสังเ
text-embedding-3-large の用途：Embeddings 入門と RAG での使い方 GPT、Claude、Gemini を呼び出すとき、多くの場合は「回答を生成する」ことを期待します。しかし text-embedding-3-large のようなモデルはチャットしたり記事を書いたりするためのものではありません。 中心的な役割は、テキストを数値ベクトルに変換することです。 少し抽象的に聞こえますが、RAG ナレッジベース、セマンティック検索、関連記事推薦、FAQ ボット、ドキュメント検索の土台になる技術です。 AI に自社ドキュメントから答えを探させたいなら、モデルの記憶に頼
DeepSeek V4 Complete Guide — 1.6T MoE with 1M Context at 73% Lower Cost DeepSeek V4 dropped on April 24, 2026, and it's the most efficient open-weight model family we've seen. A 1.6-trillion-parameter Mixture-of-Experts architecture that only activates 49 billion parameters per token, with a 1-milli
Originally published on AI Tech Connect. The framework landscape after 18 months of agent hype For most of 2024 and 2025 the agent-framework conversation was a popularity contest. CrewAI won mindshare with a role-based DSL; LangGraph followed with a denser, more controlling model; AutoGen and Semant
Elon Musk has lost his lawsuit against Sam Altman and OpenAI. The jury in Oakland dismissed the case after just two hours of deliberation. Musk had sought up to $134 billion. The judge said she would have been ready to dismiss the case "immediately." Musk's attorney reserved the right to appeal. The
Enterprise agentic AI has moved from pilots to production in 2026. This guide ranks the top 10 platforms — Salesforce Agentforce, Microsoft Copilot Studio, ServiceNow, LangGraph, and more — with verified pricing, real adoption data, and honest constraints to help enterprise teams make the right plat
In this tutorial, we build an advanced agentic AI system using the OpenAI API and a hidden terminal prompt for the API key. We design the agent as a small pipeline of specialized roles: planner, tool-using executor, and critic, so that we can separate strategy, action, and quality control. We also i
arXiv:2605.16265v1 Announce Type: new Abstract: The safety of autonomous AI agents is increasingly recognized as a critical open problem. As agents transition from passive text generators to active actors capable of executing shell commands, modifying files, calling APIs, and browsing the web, the c
arXiv:2605.16309v1 Announce Type: new Abstract: LLM-based agents can recover from individual execution errors, yet they repeatedly fail on the same fault when the underlying process knowledge--operator schemas, preconditions, and constraints--remains unrepaired. Existing self-evolving approaches add
arXiv:2605.16552v1 Announce Type: new Abstract: Automating science laboratories enables faster, safer, more accurate, and more reproducible execution of protocols, accelerating the discovery and testing of new materials, drugs, and more. However, setting up and running autonomous labs requires coord
arXiv:2605.16565v1 Announce Type: new Abstract: Skim is a speculative execution framework for web agents that exploits the predictable structure of purpose-built websites. Today's web-agent expense is not intrinsic to the tasks but a property of how agents are composed: frontier-model inference, bro
arXiv:2605.16568v1 Announce Type: new Abstract: Knowledge Graphs are pivotal for semantic data integration. The real-world data they model is often inherently uncertain. Within knowledge graphs, uncertainty manifests in three distinct levels: imprecise attribute values, probabilistic triple existenc
arXiv:2605.16575v1 Announce Type: new Abstract: Negotiation requires more than inferring what the other side wants: it requires using that information to make advantageous offers and counteroffers over multiple turns. We study whether large language model (LLM) agents do this in a controlled multi-a
arXiv:2605.16612v1 Announce Type: new Abstract: Rapid identification of candidate materials with target properties has become a key task in materials science. Machine learning has emerged as an alternative to physics-based simulation, offering a faster and cheaper way to filter materials based on th
arXiv:2605.16638v1 Announce Type: new Abstract: Recent research has demonstrated that Universal Multimodal Embedding (UME) benefits significantly from Chain-of-Thought (CoT) reasoning. In this paradigm, a generative model produces explicit reasoning traces for a multimodal query, with the final repr
On Monday, the jury in Musk v. Altman dealt Elon Musk a major blow—reaching a unanimous advisory verdict that he had sued OpenAI too late and, as a result, his claims are barred by the applicable statutes of limitations. US District Judge Yvonne Gonzalez Rogers immediately accepted it.  Musk an
Other venture-backed companies like Chai Discovery and Isomorphic Labs have raced to build better models. SandboxAQ is betting that access is the bigger obstacle and that Claude solves it.
As LLM-powered agents move from research to production, one design tension is becoming harder to ignore: the more useful cloud-hosted memory becomes, the more private user data it exposes. Researchers from MemTensor (Shanghai), HONOR Device and Tongji University have introduced MemPrivacy, a framewo
Modern language models are trained on data with extremely uneven token distributions. A small number of words appear in almost every sentence, while many rare but meaningful tokens occur only occasionally. This creates a hidden optimization challenge: parameters associated with common tokens receive
Stainless, a New York-based startup, founded in 2022, rose to prominence in the emerging AI industry for automating the creation and maintenance of software development kits, or SDKs — the libraries developers use to interact with APIs.
The tech trial of the year, Musk v. Altman, was ultimately a fight for control. Elon Musk argued that Sam Altman, with whom he helped found the now-massive company OpenAI, shouldn't direct the future of AI. Altman's lawyers, in turn, poked at Musk's own credibility. A jury came to a verdict on Monda
Sam Altman and Elon Musk are facing off in a high-stakes trial that could alter the future of OpenAI and its most well-known product, ChatGPT. In 2024, Musk filed a lawsuit accusing OpenAI of abandoning its founding mission of developing AI to benefit humanity and shifting focus to boosting profits
The nine-member panel took only two hours to return a verdict in favor of OpenAI on Monday, which the judge quickly adopted as her own final decision.
After around two hours of deliberation, the jury has reached a unanimous verdict in Musk v. Altman, the tech trial of the year. The group found that two claims were barred by the statute of limitations, and a third failed thanks to the dismissal of one of these. The jury here is an advisory jury, [&
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. When Google opens its doors tomorrow for its annual developer conference, I/O, it will do so as a clear third place in the foundation model race. A year ago, at G
Elon Musk's claim that he was mistreated by his OpenAI co-founders failed after nine California jurors decided in a unanimous verdict that his lawsuits had been filed too late.
Cursor ships Composer 2.5, an AI coding model built on Kimi K2.5 and trained on 25x more synthetic tasks than its predecessor. It matches Opus 4.7 and GPT-5.5 on benchmarks at a fraction of the price. The article Cursor's Composer 2.5 matches Opus 4.7 and GPT-5.5 benchmarks at a fraction of the
The defense-tech company Anduril has shared new details about the augmented-reality headset for the military it’s prototyping with Meta, including a vision for ordering drone strikes via eye-tracking and voice commands. Quay Barnett, who leads the efforts as a vice president at Anduril following a c
Alexa Plus, Amazon's upgraded AI assistant, can now generate podcasts on "virtually any topic," according to an announcement on Monday. With the update, Amazon says you can give Alexa Plus a topic, and the AI assistant will offer an overview of what its AI hosts plan to talk about, allowing you to s
Pope Leo XIV will present his first encyclical on artificial intelligence on May 25. Anthropic co-founder Christopher Olah has been invited as a guest speaker. The article Pope Leo XIV presents first AI encyclical, Anthropic co-founder invited as guest speaker appeared first on The Decoder.
Amazon’s Alexa+ can now generate custom AI podcasts on demand, as the company expands its assistant into a personalized AI content platform.
Stanford student Theo Baker describes in a guest essay for the New York Times how ChatGPT shaped his entire graduating class. His conclusion: AI turned an already existing culture of dishonesty at the elite university into the default. The article A Stanford student reflects on his ChatGPT class and
A coalition of conservative organizations led by Humans First has called on President Donald Trump in an open letter to issue an executive order requiring mandatory safety testing for frontier AI models before they ship. The article MAGA-aligned groups want government oversight of frontier AI models
Anthropic will brief leading finance ministries and central banks on vulnerabilities in the global financial system's cyber defenses that its new AI model Claude Mythos Preview has uncovered. The article Anthropic to brief global financial regulators on cyber flaws found by Claude Mythos appeared fi
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Musk v. Altman week 3: Musk and Altman traded blows over each other’s credibility. Now the jury will pick a side. In the final week of the Musk v. Alt
A lens the size of a thumbnail — and the South Korean startup that makes it — could become the optical backbone of the AI glasses era.
Apparently anyone can vibe code anything these days. So Claude and I tried to make a database for tracking the petty grievances of the masses.
OpenAI and Dell partner to bring Codex to hybrid and on-premise environments, helping enterprises deploy AI coding agents securely across data and workflows.
NVIDIA introduces a 4-bit pretraining methodology built around the NVFP4 microscaling format — combining selective BF16 layers, 16×16 Random Hadamard Transforms on Wgrad inputs, 2D weight scaling, and stochastic rounding on gradients — validated on a 12B hybrid Mamba-Transformer trained on 10 trilli
Anthropic and OpenAI now capture 89 percent of revenue among top AI startups, according to an analysis by The Information. The article AI startup revenue hits $80 billion, but Anthropic and OpenAI take almost all of it appeared first on The Decoder.
Privacy will be a major theme when Apple unveils a new version of Siri.