The product of the year is quad 35 or 37. Without this, we have no vibe coding. Without this, we have no lovable, no replet, no cursor that really works, no gamma, none of these products, many of which existed for years, did not work until they worked with Claude 35 at the end of last year, but they didn't real this year.And four changed our lives. And you may use the outputs, you may use agent force, you may use cursor, which is still 90% powered by enthropy. You may use gamma or replet or again lovable.Th ...

编辑｜杜伟 2025 年还有 10 天就要结束，这意味着是时候进行一波年终总结了。 对于人工智能领域而言，2025 年是大语言模型（LLM）快速演进、重磅事件密集出现的一年。 就在昨天，知名 AI 学者 Karpathy 列出了一份清单，记录了他个人认为最重要、也多少有些出乎意料的「范式转变」。 这些真正改变了行业格局、并在概念层面让 Karpathy 印象深刻的变化会落在哪些领域呢？我们接下来一一来看（以第一人称）。 可验证奖励强化学习（RLVR） 2025 年初，几乎所有实验室的 LLM 生产训练流程都像下面这样： 这套流程稳定、可靠，曾长期被视为「工业级 LLM」的标准做法。 预训练（类似 2020 年的 GPT-2/3）； 监督微调（SFT，类似 2022 年的 InstructGPT） 基于人类反馈的强化学习（RLHF，约 2022 年） 但在 2025 年，一种新的阶段浮出水面，并迅速成为事实上的标配： 可验证奖励强化学习（Reinforcement Learning from Verifiable Rewards，RLVR） 。 RLVR 的核心做法是，让模型在可自动验证的环境中接受强化学习训练 ...

Core Insights - Kilo Code, a startup co-founded by former GitLab CEO Sid Sijbrandij, has raised $8 million in seed funding to develop AI tools for software engineers, aiming to enhance coding efficiency [2][5]. Funding and Leadership - Kilo Code secured $8 million in seed funding from investors including Breakers, Cota Capital, General Catalyst, Quiet Capital, and Tokyo Black [2]. - Sijbrandij, who previously led GitLab, is now focused on Kilo Code while managing his health, contributing early capital and maintaining close communication with the team [2][6]. Market Trends - The technology sector is increasingly focused on "vibe coding," where large language models assist in software development, with significant adoption noted at companies like Microsoft [3][4]. - Kilo Code's software integrates with popular coding applications, processing over 3 trillion tokens in the past month, indicating strong usage and demand [7]. User Adoption and Feedback - Kilo Code has gained traction among developers, with 80% of Plug&Pay's developers utilizing the tool, significantly reducing the time required for complex coding tasks [8][9]. - Users appreciate Kilo Code's support for both premium and affordable models, as well as its open-source contributions [8]. Strategic Positioning - GitLab is monitoring Kilo Code's developments, having expressed interest in the startup's offerings, and has secured a right of first refusal for potential acquisition [9][10]. - Kilo Code plans to expand its offerings to cater to less technical users, aiming to create an app builder similar to popular platforms like Lovable and Bolt [11].

One of the biggest names in AI coding or vibe coding. Dear Dbosa has more in tech check. It's they're like open AI these days.Dear I turn around they're making another splashy move. The stocks up. Yep.And Replet. Speaking of vibe coding, it is the $3 billion darling in the space. It lets non-software engineers like hobbyists or marketing employees or your elementary grade kid simply tell AI what it wants and the AI builds the final app or product for you.Now it differs from some of the other players in the ...

Google out with another new announcement as the AI coding space heats up. Deer DBosa breaking the news here exclusively for today's tech check. Dearra, >> hey, morning Sarah.So, Google is topping VI code startup Replet in a multi-year partnership. It means that Replet will lean further into Google Cloud and Google stays Replet's primary cloud provider. Now, for Google, this is all about giving Gemini 3 a front door into how people are actually building software in the AI age.For Replet, this is about going ...

Google out with another new announcement as the AI coding space heats up. Deer DBosa breaking the news here exclusively for today's tech check. Dearra, >> hey, morning Sarah.So, Google is topping VI code startup Replet in a multi-year partnership. It means that Replet will lean further into Google Cloud and Google stays Replet's primary cloud provider. Now, for Google, this is all about giving Gemini 3 a front door into how people are actually building software in the AI age.For Replet, this is about going ...

Core Insights - Linus Torvalds expresses a generally positive attitude towards vibe coding as a way to introduce newcomers to programming, but emphasizes it is not suitable for production-level code due to maintenance concerns [2][5][31] - The introduction of Rust into the Linux kernel is seen as a significant change, with Torvalds noting that it is becoming a real part of the kernel rather than just an experimental feature, although the process is slower than expected [3][15][21] - AI's impact on the software development landscape is complex, with Torvalds suggesting that while AI tools can enhance productivity, they will not replace the need for skilled programmers [34][36] Group 1: AI and Software Development - Torvalds acknowledges the disruptive influence of AI, particularly the influx of AI-generated bug reports that complicate kernel maintenance, although the impact is less severe compared to other projects [4][23][26] - He has not personally used AI coding tools but recognizes their potential for improving productivity in certain contexts, while cautioning against over-reliance on them for serious projects [5][27][34] - The expectation is that AI will eventually become a standard tool in software development, similar to compilers, enhancing efficiency without eliminating the need for human programmers [34][36] Group 2: Linux Kernel Development - Torvalds has shifted from primarily rejecting new ideas to occasionally endorsing them, indicating a change in his role as a maintainer to encourage innovation within the kernel community [10][13][15] - The Linux kernel development process has remained stable, but recent years have seen significant debates and changes, including the removal of certain components to reduce friction within the community [15][17][21] - The relationship between Nvidia and the Linux community has improved, with Nvidia becoming a more cooperative player in the Linux kernel space due to the importance of Linux in AI cloud applications [4][21][22]

Product Launch & Features - Gemini 3 and AI Studio are launched as a platform for builders to experiment with AI models, offering chat, API access, and code generation capabilities [1] - AI Studio now includes an "Export to Antigravity" option, facilitating the transition from AI Studio to the Antigravity platform for professional developers [11] - Antigravity is introduced as Google's next-generation agentic development platform, designed to handle more complex and longer tasks with advanced models [9] Use Cases & Applications - AI Studio excels in creating one-shot games, demonstrating the creative potential and rapid development capabilities of the platform [1][3] - The platform enables the creation of dynamic applications for educational purposes, such as a chess learning app, showcasing its versatility [13][14] - Users are developing applications like dance formation apps, highlighting the platform's ability to translate real-world activities into digital formats [4][5][6] - A fishing game example illustrates the platform's ability to generate interactive and engaging experiences with minimal input [6][7] Performance & Future Potential - The platform's models demonstrate improved quality and reduced error rates compared to previous versions, enabling more tasks to be completed in fewer attempts [14][15] - The company envisions AI Studio as a breeding ground for the next billion-dollar business, emphasizing its potential for innovation and entrepreneurship [12]

Core Insights - The article discusses the emergence of AI-related vocabulary as a significant trend in language, with "vibe coding" being named the 2025 word of the year by Collins English Dictionary, reflecting the integration of AI into everyday life and programming [4][5][6] AI-Related Vocabulary - "Vibe coding" refers to the use of AI to convert natural language into computer code, allowing users to communicate their needs without writing code line by line [4][5] - The term was popularized by Andrej Karpathy, co-founder of OpenAI, highlighting a shift in programming practices towards a more immersive experience [5] - The adoption rate of AI among software developers has surged to 90%, a 14% increase from the previous year, indicating a significant transformation in the software development landscape [5] - Other AI-related terms that have gained prominence include "agentic," which describes AI that can autonomously execute tasks and make decisions [8][9], "clanker," a derogatory term for AI or robots [10], and "hallucinate," which refers to AI generating false information [16] Societal Trends Reflected in Vocabulary - The article notes that the vocabulary selected by dictionaries also reflects broader societal trends in technology, health, and lifestyle [17] - Dictionary.com selected "67" as its 2025 word of the year, symbolizing a cultural phenomenon among younger generations [17][19] - Other notable terms include "biohacking," which refers to optimizing human biology for better health, and "micro-retirements," describing short breaks between jobs for personal interests [19]

Key Points Wix.com stock fell as much as 21.7% despite beating Q3 earnings expectations and raising full-year guidance. CEO Avishai Abrahami admitted he's "clearly unhappy" about delaying a flagship product from summer 2025 to 2026. Wall Street wanted evidence of accelerating growth from Wix's new initiatives but didn't get it. 10 stocks we like better than Wix.com › Shares of Wix.com (NASDAQ: WIX) took a hard fall on Wednesday, Nov. 19. The Tel Aviv-based company, which provides software-as-a-se ...