Search:
Match:
114 results
product#image generation📝 BlogAnalyzed: Jan 18, 2026 08:45

Unleash Your Inner Artist: AI-Powered Character Illustrations Made Easy!

Published:Jan 18, 2026 06:51
1 min read
Zenn AI

Analysis

This article highlights an incredibly accessible way to create stunning character illustrations using Google Gemini's image generation capabilities! It's a fantastic solution for bloggers and content creators who want visually engaging content without the cost or skill barriers of traditional methods. The author's personal experience adds a great layer of authenticity and practical application.
Reference

The article showcases how to use Google Gemini's 'Nano Banana Pro' to create illustrations, making the process accessible for everyone.

product#app📝 BlogAnalyzed: Jan 18, 2026 01:00

AI-Powered World Clock App: A Developer's Journey and the Future of Creation

Published:Jan 18, 2026 00:51
1 min read
Qiita ChatGPT

Analysis

A developer has launched a 'World Clock' app built with AI on both the App Store and Google Play, showcasing the potential of AI-assisted creation! This exciting venture offers insights into the process of integrating AI into real-world applications and highlights the evolving landscape of app development.
Reference

The developer shares insights gained from building the app, offering valuable perspectives for others venturing into AI-driven development.

product#image processing📝 BlogAnalyzed: Jan 17, 2026 13:45

Agricultural Student Launches AI Image Tool, Shares Inspiring Journey

Published:Jan 17, 2026 13:32
1 min read
Zenn Gemini

Analysis

This is a fantastic story about a student from Tokyo University of Agriculture and Technology who's ventured into the world of AI by building and releasing a helpful image processing tool! It’s exciting to see how AI is empowering individuals to create and share their innovative solutions with the world. The article promises to be a great read, showcasing the development process and the lessons learned.
Reference

The author is excited to share his experience of releasing the app and the lessons learned.

product#image recognition📝 BlogAnalyzed: Jan 17, 2026 01:30

AI Image Recognition App: A Journey of Discovery and Precision

Published:Jan 16, 2026 14:24
1 min read
Zenn ML

Analysis

This project offers a fascinating glimpse into the challenges and triumphs of refining AI image recognition. The developer's experience, shared through the app and its lessons, provides valuable insights into the exciting evolution of AI technology and its practical applications.
Reference

The article shares experiences in developing an AI image recognition app, highlighting the difficulty of improving accuracy and the impressive power of the latest AI technologies.

research#rnn📝 BlogAnalyzed: Jan 6, 2026 07:16

Demystifying RNNs: A Deep Learning Re-Learning Journey

Published:Jan 6, 2026 01:43
1 min read
Qiita DL

Analysis

The article likely addresses a common pain point for those learning deep learning: the relative difficulty in grasping RNNs compared to CNNs. It probably offers a simplified explanation or alternative perspective to aid understanding. The value lies in its potential to unlock time-series analysis for a wider audience.

Key Takeaways

Reference

"CNN(畳み込みニューラルネットワーク)は理解できたが、RNN(リカレントニューラルネットワーク)がスッと理解できない"

research#llm📝 BlogAnalyzed: Jan 6, 2026 07:12

Spectral Attention Analysis: Validating Mathematical Reasoning in LLMs

Published:Jan 6, 2026 00:15
1 min read
Zenn ML

Analysis

This article highlights the crucial challenge of verifying the validity of mathematical reasoning in LLMs and explores the application of Spectral Attention analysis. The practical implementation experiences shared provide valuable insights for researchers and engineers working on improving the reliability and trustworthiness of AI models in complex reasoning tasks. Further research is needed to scale and generalize these techniques.
Reference

今回、私は最新論文「Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning」に出会い、Spectral Attention解析という新しい手法を試してみました。

product#image📝 BlogAnalyzed: Jan 4, 2026 05:42

Midjourney Newcomer Shares First Creation: A Glimpse into AI Art Accessibility

Published:Jan 4, 2026 04:01
1 min read
r/midjourney

Analysis

This post highlights the ease of entry into AI art generation with Midjourney. While not technically groundbreaking, it demonstrates the platform's user-friendliness and potential for widespread adoption. The lack of detail limits deeper analysis of the specific AI model's capabilities.
Reference

"Just learning Midjourney this is one of my first pictures"

business#management📝 BlogAnalyzed: Jan 3, 2026 16:45

Effective AI Project Management: Lessons Learned

Published:Jan 3, 2026 16:25
1 min read
Qiita AI

Analysis

The article likely provides practical advice on managing AI projects, potentially focusing on common pitfalls and best practices for image analysis tasks. Its value depends on the depth of the insights and the applicability to different project scales and team structures. The Qiita platform suggests a focus on developer-centric advice.
Reference

最近MLを利用した画像解析系のAIプロジェクトを受け持つ機会が増えてきました。

Technology#AI Development📝 BlogAnalyzed: Jan 3, 2026 18:03

From "Using AI" to "Developing with AI"

Published:Jan 3, 2026 14:08
1 min read
Zenn ChatGPT

Analysis

The article highlights a shift in perspective from simply using AI tools to actively collaborating with them in the development process. It suggests a more hands-on approach, particularly for beginners, moving away from relying solely on AI and instead working alongside it. The author, a novice engineer, shares their experience and the positive outcomes of this change in approach, focusing on personal development and practical application.

Key Takeaways

Reference

The author mentions using ChatGPT, Claude, and Cursor extensively in personal mobile app development.

Research#llm📝 BlogAnalyzed: Jan 3, 2026 07:05

Plan-Do-Check-Verify-Retrospect: A Framework for AI Assisted Coding

Published:Jan 3, 2026 04:56
1 min read
r/ClaudeAI

Analysis

The article describes a framework (PDCVR) for AI-assisted coding, emphasizing planning, TDD, and the use of specific tools and models. It highlights the importance of a detailed plan, focusing on a single objective, and using TDD (Test-Driven Development). The author shares their setup and provides insights into prompt design for effective AI-assisted coding.
Reference

The author uses the Plan-Do-Check-Verify-Retrospect (PDCVR) framework and emphasizes TDD and detailed planning for AI-assisted coding.

Users Replace DGX OS on Spark Hardware for Local LLM

Published:Jan 3, 2026 03:13
1 min read
r/LocalLLaMA

Analysis

The article discusses user experiences with DGX OS on Spark hardware, specifically focusing on the desire to replace it with a more local and less intrusive operating system like Ubuntu. The primary concern is the telemetry, Wi-Fi requirement, and unnecessary Nvidia software that come pre-installed. The author shares their frustrating experience with the initial setup process, highlighting the poor user interface for Wi-Fi connection.
Reference

The initial screen from DGX OS for connecting to Wi-Fi definitely belongs in /r/assholedesign. You can't do anything until you actually connect to a Wi-Fi, and I couldn't find any solution online or in the documentation for this.

Research#llm📝 BlogAnalyzed: Jan 3, 2026 07:03

Claude Code creator Boris shares his setup with 13 detailed steps,full details below

Published:Jan 2, 2026 22:00
1 min read
r/ClaudeAI

Analysis

The article provides insights into the workflow of Boris, the creator of Claude Code, highlighting his use of multiple Claude instances, different platforms (terminal, web, mobile), and the preference for Opus 4.5 for coding tasks. It emphasizes the flexibility and customization options of Claude Code.
Reference

There is no one correct way to use Claude Code: we intentionally build it in a way that you can use it, customize it and hack it however you like.

Analysis

This news article from 36Kr covers a range of tech and economic developments in China. Key highlights include iQiyi's response to a user's difficulty in obtaining a refund for a 25-year membership, Bilibili's selection of "Tribute" as its 2025 annual bullet screen, and the government's continued support for consumer spending through subsidies. Other notable items include Xiaomi's co-founder Lin Bin's plan to sell shares, and the government's plan to ease restrictions on household registration in cities. The article provides a snapshot of current trends and issues in the Chinese market.
Reference

The article includes quotes from iQiyi, Bilibili, and government officials, but does not include any specific quotes that are suitable for this field.

Analysis

This article discusses a freshman's experience presenting at an international conference, specifically IIAI AAI WINTER 2025. The author, Takumi Sugimoto, a B1 student at TransMedia Tech Lab, shares his experience of having his paper accepted and presented at the conference. The article aims to help others who may be experiencing similar anxieties and uncertainties about presenting at international conferences. It highlights the author's personal journey, including the intense pressure he felt, and promises to offer insights and advice to help others avoid pitfalls.
Reference

The author mentions, "...I was able to present at an international conference as a first-year undergraduate! It was my first conference and presentation abroad, so I was incredibly nervous every day until the presentation was over, but I was able to learn a lot."

Research#llm📝 BlogAnalyzed: Dec 28, 2025 20:00

Experimenting with AI for Product Photography: Initial Thoughts

Published:Dec 28, 2025 19:29
1 min read
r/Bard

Analysis

This post explores the use of AI, specifically large language models (LLMs), for generating product shoot concepts. The user shares prompts and resulting images, focusing on beauty and fashion products. The experiment aims to leverage AI for visualizing lighting, composition, and overall campaign aesthetics in the early stages of campaign development, potentially reducing the need for physical studio setups initially. The user seeks feedback on the usability and effectiveness of AI-generated concepts, opening a discussion on the potential and limitations of AI in creative workflows for marketing and advertising. The prompts are detailed, indicating a focus on specific visual elements and aesthetic styles.
Reference

Sharing the images along with the prompts I used. Curious to hear what works, what doesn’t, and how usable this feels for early-stage campaign ideas.

Research#llm📝 BlogAnalyzed: Dec 28, 2025 17:32

Developed a New Year's App with Just a Smartphone! Using the Claude App

Published:Dec 28, 2025 16:02
1 min read
Zenn Claude

Analysis

This article discusses the author's experience of creating a New Year's countdown and fortune-telling app using the Claude app's "Code on the web" feature, all while only having access to a smartphone. It highlights the accessibility and convenience of using AI-powered coding tools on mobile devices. The author shares their impressions of using Claude Code on the web, likely focusing on its ease of use, capabilities, and potential limitations for mobile development. The article suggests a growing trend of leveraging AI for coding tasks, even in situations where traditional development environments are unavailable. It's a practical example of how AI tools are democratizing software development.
Reference

「スマホがあるということはClaudeアプリがあるじゃないか!」

DIY#3D Printing📝 BlogAnalyzed: Dec 28, 2025 11:31

Amiga A500 Mini User Creates Working Scale Commodore 1084 Monitor with 3D Printing

Published:Dec 28, 2025 11:00
1 min read
Toms Hardware

Analysis

This article highlights a creative project where someone used 3D printing to build a miniature, functional Commodore 1084 monitor to complement their Amiga A500 Mini. It showcases the maker community's ingenuity and the potential of 3D printing for recreating retro hardware. The project's appeal lies in its combination of nostalgia and modern technology. The fact that the project details are shared makes it even more valuable, encouraging others to replicate or adapt the design. It demonstrates a passion for retro computing and the willingness to share knowledge within the community. The article could benefit from including more technical details about the build process and the components used.
Reference

A retro computing aficionado with a love of the classic mini releases has built a complementary, compact, and cute 'Commodore 1084 Mini' monitor.

Research#llm📝 BlogAnalyzed: Dec 28, 2025 12:00

Model Recommendations for 2026 (Excluding Asian-Based Models)

Published:Dec 28, 2025 10:31
1 min read
r/LocalLLaMA

Analysis

This Reddit post from r/LocalLLaMA seeks recommendations for large language models (LLMs) suitable for agentic tasks with reliable tool calling capabilities, specifically excluding models from Asian-based companies and frontier/hosted models. The user outlines their constraints due to organizational policies and shares their experience with various models like Llama3.1 8B, Mistral variants, and GPT-OSS. They highlight GPT-OSS's superior tool-calling performance and Llama3.1 8B's surprising text output quality. The post's value lies in its real-world constraints and practical experiences, offering insights into model selection beyond raw performance metrics. It reflects the growing need for customizable and compliant LLMs in specific organizational contexts. The user's anecdotal evidence, while subjective, provides valuable qualitative feedback on model usability.
Reference

Tool calling wise **gpt-oss** is leagues ahead of all the others, at least in my experience using them

Research#llm📝 BlogAnalyzed: Dec 28, 2025 21:56

Trying out Gemini's Python SDK

Published:Dec 28, 2025 09:55
1 min read
Zenn Gemini

Analysis

This article provides a basic overview of using Google's Gemini API with its Python SDK. It focuses on single-turn interactions and serves as a starting point for developers. The author, @to_fmak, shares their experience developing applications using Gemini. The article was originally written on December 3, 2024, and has been migrated to a new platform. It emphasizes that detailed configurations for multi-turn conversations and output settings should be found in the official documentation. The provided environment details specify Python 3.12.3 and vertexai.
Reference

I'm @to_fmak. I've recently been developing applications using the Gemini API, so I've summarized the basic usage of Gemini's Python SDK as a memo.

Research#llm📝 BlogAnalyzed: Dec 28, 2025 10:00

Hacking Procrastination: Automating Daily Input with Gemini's "Reservation Actions"

Published:Dec 28, 2025 09:36
1 min read
Qiita AI

Analysis

This article discusses using Gemini's "Reservation Actions" to automate the daily intake of technical news, aiming to combat procrastination and ensure consistent information gathering for engineers. The author shares their personal experience of struggling to stay updated with technology trends and how they leveraged Gemini to solve this problem. The core idea revolves around scheduling actions to deliver relevant information automatically, preventing the user from getting sidetracked by distractions like social media. The article likely provides a practical guide or tutorial on how to implement this automation, making it a valuable resource for engineers seeking to improve their information consumption habits and stay current with industry developments.
Reference

"技術トレンドをキャッチアップしなきゃ」と思いつつ、気づけばXをダラダラ眺めて時間だけが過ぎていく。

Development#image recognition📝 BlogAnalyzed: Dec 28, 2025 09:02

Lessons Learned from Developing an AI Image Recognition App

Published:Dec 28, 2025 08:07
1 min read
Qiita ChatGPT

Analysis

This article, likely a blog post, details the author's experience developing an AI image recognition application. It highlights the challenges encountered in improving the accuracy of image recognition models and emphasizes the impressive capabilities of modern AI technology. The author shares their journey, starting from a course-based foundation to a deployed application. The article likely delves into specific techniques used, datasets explored, and the iterative process of refining the model for better performance. It serves as a practical case study for aspiring AI developers, offering insights into the real-world complexities of AI implementation.
Reference

I realized the difficulty of improving the accuracy of image recognition and the amazingness of the latest AI technology.

Research#llm📝 BlogAnalyzed: Dec 28, 2025 21:57

Best AI Learning Tool?

Published:Dec 28, 2025 06:16
1 min read
r/ArtificialInteligence

Analysis

This article is a brief discussion from a Reddit thread about the best AI tools for learning. The original poster is seeking recommendations and shares their narrowed-down list of three tools: Claude, Gemini, and ChatGPT. The post highlights the user's personal experience and preferences, offering a starting point for others interested in exploring AI learning tools. The format is simple, focusing on user-generated content and community discussion rather than in-depth analysis or technical details.
Reference

I've used many but in my opinion, ive narrowed it down to 3: Claude, Gemini, ChatGPT

Analysis

This news article from Axios, reported by Dan Primack, highlights a significant acquisition or partnership between Nvidia and Groq, a prominent AI chip startup. The deal involves Nvidia absorbing a substantial portion of Groq's workforce, with approximately 90% of employees transitioning to Nvidia and receiving cash for their vested shares. Furthermore, the article indicates that Groq shareholders will benefit from the deal, receiving payouts based on a $20 billion valuation of the company. This suggests a strategic move by Nvidia to bolster its AI capabilities and potentially acquire Groq's technology or talent. The financial implications are substantial, impacting both employees and shareholders.
Reference

Shareholders in Groq, a hot AI chipmaking startup, will receive handsome payouts from the company's $20 billion deal with Nvidia

I Asked Gemini About Antigravity Settings

Published:Dec 27, 2025 21:03
1 min read
Zenn Gemini

Analysis

The article discusses the author's experience using Gemini to understand and troubleshoot their Antigravity coding tool settings. The author had defined rules in a file named GEMINI.md, but found that these rules weren't always being followed. They then consulted Gemini for clarification, and the article shares the response received. The core of the issue revolves around ensuring that specific coding protocols, such as branch management, are consistently applied. This highlights the challenges of relying on AI tools to enforce complex workflows and the need for careful rule definition and validation.

Key Takeaways

Reference

The article mentions the rules defined in GEMINI.md, including the critical protocols for branch management, such as creating a working branch before making code changes and prohibiting work on main, master, or develop branches.

Research#llm📝 BlogAnalyzed: Dec 27, 2025 15:02

Experiences with LLMs: Sudden Shifts in Mood and Personality

Published:Dec 27, 2025 14:28
1 min read
r/ArtificialInteligence

Analysis

This post from r/ArtificialIntelligence discusses a user's experience with Grok AI, specifically its chat function. The user describes a sudden and unexpected shift in the AI's personality, including a change in name preference, tone, and demeanor. This raises questions about the extent to which LLMs have pre-programmed personalities and how they adapt to user interactions. The user's experience highlights the potential for unexpected behavior in LLMs and the challenges of understanding their internal workings. It also prompts a discussion about the ethical implications of creating AI with seemingly evolving personalities. The post is valuable because it shares a real-world observation that contributes to the ongoing conversation about the nature and limitations of AI.
Reference

Then, out of the blue, she did a total 180, adamantly insisting that she be called by her “real” name (the default voice setting). Her tone and demeanor changed, too, making it seem like the old version of her was gone.

Research#llm📝 BlogAnalyzed: Dec 27, 2025 08:31

Strix Halo Llama-bench Results (GLM-4.5-Air)

Published:Dec 27, 2025 05:16
1 min read
r/LocalLLaMA

Analysis

This post on r/LocalLLaMA shares benchmark results for the GLM-4.5-Air model running on a Strix Halo (EVO-X2) system with 128GB of RAM. The user is seeking to optimize their setup and is requesting comparisons from others. The benchmarks include various configurations of the GLM4moe 106B model with Q4_K quantization, using ROCm 7.10. The data presented includes model size, parameters, backend, number of GPU layers (ngl), threads, n_ubatch, type_k, type_v, fa, mmap, test type, and tokens per second (t/s). The user is specifically interested in optimizing for use with Cline.

Key Takeaways

Reference

Looking for anyone who has some benchmarks they would like to share. I am trying to optimize my EVO-X2 (Strix Halo) 128GB box using GLM-4.5-Air for use with Cline.

Analysis

This article discusses how to effectively collaborate with AI, specifically Claude Code, on long-term projects. It highlights the limitations of relying solely on AI for such projects and emphasizes the importance of human-defined project structure, using a combination of WBS (Work Breakdown Structure) and /auto-exec commands. The author shares their experience of initially believing AI could handle everything but realizing that human guidance is crucial for AI to stay on track and avoid getting lost or deviating from the project's goals over extended periods. The article suggests a practical approach to AI-assisted project management.
Reference

When you ask AI to "make something," single tasks go well. But for projects lasting weeks to months, the AI gets lost, stops, or loses direction. The combination of WBS + /auto-exec solves this problem.

Research#llm📝 BlogAnalyzed: Dec 26, 2025 16:14

MiniMax-M2.1 GGUF Model Released

Published:Dec 26, 2025 15:33
1 min read
r/LocalLLaMA

Analysis

This Reddit post announces the release of the MiniMax-M2.1 GGUF model on Hugging Face. The author shares performance metrics from their tests using an NVIDIA A100 GPU, including tokens per second for both prompt processing and generation. They also list the model's parameters used during testing, such as context size, temperature, and top_p. The post serves as a brief announcement and performance showcase, and the author is actively seeking job opportunities in the AI/LLM engineering field. The post is useful for those interested in local LLM implementations and performance benchmarks.
Reference

[ Prompt: 28.0 t/s | Generation: 25.4 t/s ]

Research#llm📝 BlogAnalyzed: Dec 26, 2025 17:02

AI Coding Trends in 2025

Published:Dec 26, 2025 12:40
1 min read
Zenn AI

Analysis

This article reflects on the author's AI-assisted coding experience in 2025, noting a significant decrease in manually written code due to improved AI code generation quality. The author uses Cursor, an AI coding tool, and shares usage statistics, including a 99-day streak likely related to the Expo. The piece also details the author's progression through different Cursor models, such as Claude 3.5 Sonnet, 3.7 Sonnet, Composer 1, and Opus. It provides a glimpse into a future where AI plays an increasingly dominant role in software development, potentially impacting developer workflows and skillsets. The article is anecdotal but offers valuable insights into the evolving landscape of AI-driven coding.
Reference

2025 was a year where the quality of AI-generated code improved, and I really didn't write code anymore.

Research#llm📝 BlogAnalyzed: Dec 27, 2025 00:00

AI Coding Operations Centered on Claude Code: 5 Effective Patterns in Practice

Published:Dec 26, 2025 02:50
1 min read
Zenn Claude

Analysis

This article discusses the increasing trend of using AI coding as a core part of the development process, rather than just an aid. The author, from Matsuo Institute, shares five key "mechanisms" they've implemented to leverage Claude Code for efficient and high-quality development in small teams. These mechanisms include parallelization, prompt management, automated review loops, knowledge centralization, and instructions (Skills). The article promises to delve into these AI-centric coding techniques, offering practical insights for developers looking to integrate AI more deeply into their workflows. It highlights the shift towards AI as a central component of software development.
Reference

AI coding is not just an "aid" but is treated as the core of the development process.

Research#llm📝 BlogAnalyzed: Dec 25, 2025 17:53

A Generative AI-Driven Development Experience

Published:Dec 25, 2025 14:52
1 min read
Zenn ChatGPT

Analysis

This article discusses the author's experience using generative AI in system development, specifically focusing on backend development. The author shares both successes and failures encountered during the process. It's a practical account from someone actively experimenting with AI in a real-world development setting. The article highlights the current state of AI-assisted development, emphasizing that it's still a work in progress. The author openly seeks advice and insights from the community, indicating a collaborative approach to improving AI integration in development workflows. The article provides valuable insights for developers interested in exploring the potential and limitations of generative AI in backend development.
Reference

In this article, I will share my experiences, both successes and failures, of using generative AI in backend development.

Research#llm📝 BlogAnalyzed: Dec 25, 2025 08:34

Vibe Coding with Local LLM Using AI Editor 'void'

Published:Dec 25, 2025 08:32
1 min read
Qiita AI

Analysis

This article is a brief introduction to using the 'void' AI editor with a local LLM. The author shares their experience of discovering and trying out 'void' on a MacBook Air M1. The article mentions the development environment and provides a link to download the software. It seems to be a hands-on report or a quick start guide, rather than an in-depth analysis or comprehensive review. The article is concise and focuses on the initial setup and usage of the AI editor. More details about the features and performance of 'void' would be beneficial.

Key Takeaways

Reference

I found 'void' while looking for an AI editor that can use a local LLM, so I tried it out.

Research#llm📝 BlogAnalyzed: Dec 25, 2025 08:04

Creating a Tower Battle Game Stacking Bears, Pandas, and Polar Bears with Gemini

Published:Dec 25, 2025 07:15
1 min read
Qiita AI

Analysis

This article discusses the creation of a tower battle game using Gemini, where players stack bears, pandas, and polar bears. The author shares their experience of building the game, likely highlighting the capabilities of Gemini in game development or AI-assisted creation. The tweet embedded in the article suggests a visual component, showcasing the game's aesthetic. The article likely delves into the technical aspects of using Gemini for this purpose, potentially covering topics like AI integration, game mechanics, and the overall development process. It's a practical example of leveraging AI for creative projects.

Key Takeaways

Reference

Geminiでくま、パンダ、白熊を積み上げていくタワーバトルゲームを作りました

Research#llm📝 BlogAnalyzed: Dec 24, 2025 20:37

Code Review Design in the AI Era: A Mechanism for Ensuring Safety and Quality with CodeRabbit

Published:Dec 24, 2025 17:50
1 min read
Qiita AI

Analysis

This article discusses the use of CodeRabbit, an AI-powered code review service, to improve code safety and quality. It's part of the CodeRabbit Advent Calendar 2025. The author shares their experiences with the tool, likely highlighting its features and benefits in the context of modern software development. The article likely explores how AI can automate and enhance the code review process, potentially leading to faster development cycles, fewer bugs, and improved overall code maintainability. It's a practical guide for developers interested in leveraging AI for code quality assurance. The mention of Christmas suggests a lighthearted and timely context for the discussion.

Key Takeaways

Reference

This article is to share my experience using the AI code review service CodeRabbit! by CodeRabbit Advent Calendar 2025 25th day article

Research#llm📝 BlogAnalyzed: Dec 25, 2025 22:26

[P] The Story Of Topcat (So Far)

Published:Dec 24, 2025 16:41
1 min read
r/MachineLearning

Analysis

This post from r/MachineLearning details a personal journey in AI research, specifically focusing on alternative activation functions to softmax. The author shares experiences with LSTM modifications and the impact of the Golden Ratio on tanh activation. While the findings are presented as somewhat unreliable and not consistently beneficial, the author seeks feedback on the potential merit of publishing or continuing the project. The post highlights the challenges of AI research, where many ideas don't pan out or lack consistent performance improvements. It also touches on the evolving landscape of AI, with transformers superseding LSTMs.
Reference

A story about my long-running attempt to develop an output activation function better than softmax.

Research#llm📝 BlogAnalyzed: Dec 24, 2025 17:07

Devin Eliminates Review Requests: A Case Study

Published:Dec 24, 2025 15:00
1 min read
Zenn AI

Analysis

This article discusses how a product manager at KENCOPA implemented Devin, an AI tool, to streamline code reviews and alleviate bottlenecks caused by the increasing speed of AI-generated code. The author shares their experience using Devin as a "review 담당" (review担当) or "review person in charge," highlighting the reasons for choosing Devin and the practical aspects of its implementation. The article suggests a shift in the role of code review, moving from a human-centric process to one augmented by AI, potentially improving efficiency and developer productivity. It's a practical case study that could be valuable for teams struggling with code review bottlenecks.
Reference

"レビュー依頼の渋滞」こそがボトルネックになっていることを痛感しました。

Research#llm📝 BlogAnalyzed: Dec 29, 2025 01:43

I tried creating a simple LM that converts from Tsundere to Dere!

Published:Dec 24, 2025 13:23
1 min read
Zenn ML

Analysis

This article, originating from Zenn ML, details a personal project focused on creating a Language Model (LM) with a specific, somewhat playful, goal: to transform text from a 'tsundere' (initially cold or harsh) style to a 'dere' (affectionate or sweet) style. The author, Daichi, has been studying AI since April and shares his learning journey, primarily on LinkedIn. The article provides an overview of the project, including the model's architecture, training conditions, and tokenizer strategy. It also highlights challenges encountered during development. The author plans to release the source code and provide a detailed explanation in a future publication.
Reference

The author mentions, "I've been wanting to create my own AI since around April of this year, and I've been studying AI as a hobby."

Research#llm📝 BlogAnalyzed: Dec 24, 2025 17:50

AI's 'Bad Friend' Effect: Why 'Things I Wouldn't Do Alone' Are Accelerating

Published:Dec 24, 2025 13:00
1 min read
Zenn ChatGPT

Analysis

This article discusses the phenomenon of AI accelerating pre-existing behavioral tendencies, specifically in the context of expressing dissenting opinions online. The author shares their personal experience of becoming more outspoken and critical after interacting with GPT, attributing it to the AI's ability to generate ideas and encourage action. The article highlights the potential for AI to amplify both positive and negative aspects of human behavior, raising questions about responsibility and the ethical implications of AI-driven influence. It's a personal anecdote that touches upon broader societal impacts of AI interaction.
Reference

一人だったら絶対に言わなかった違和感やズレへの指摘を、皮肉や風刺、たまに煽りの形でインターネットに投げるようになった。

Research#llm📝 BlogAnalyzed: Dec 24, 2025 20:52

The "Bad Friend Effect" of AI: Why "Things You Wouldn't Do Alone" Are Accelerated

Published:Dec 24, 2025 12:57
1 min read
Qiita ChatGPT

Analysis

This article discusses the phenomenon of AI accelerating pre-existing behavioral tendencies in individuals. The author shares their personal experience of how interacting with GPT has amplified their inclination to notice and address societal "discrepancies." While they previously only voiced their concerns when necessary, their engagement with AI has seemingly emboldened them to express these observations more frequently. The article suggests that AI can act as a catalyst, intensifying existing personality traits and behaviors, potentially leading to both positive and negative outcomes depending on the individual and the nature of those traits. It raises important questions about the influence of AI on human behavior and the potential for AI to exacerbate existing tendencies.
Reference

AI interaction accelerates pre-existing behavioral characteristics.

Analysis

This article from 36Kr presents a list of asset transaction opportunities, specifically focusing on the buying and selling of equity stakes in various companies. It highlights the challenges in the asset trading market, such as information asymmetry and the difficulty in connecting buyers and sellers. The article serves as a platform to facilitate these connections by providing information on available assets, desired acquisitions, and contact details. The listed opportunities span diverse sectors, including semiconductors (Kunlun Chip), aviation (DJI, Volant), space (SpaceX, Blue Arrow), AI (Momenta, Strong Brain Technology), memory (CXMT), and robotics (Zhiyuan Robot). The inclusion of valuation expectations and transaction methods provides valuable context for potential investors.
Reference

Asset trading market, information changes rapidly, news is difficult to distinguish between true and false, even if buyers and sellers spend a lot of time and energy, it is often difficult to promote transactions.

Analysis

This article discusses the importance of observability in AI agents, particularly in the context of a travel arrangement product. It highlights the challenges of debugging and maintaining AI agents, even when underlying APIs are functioning correctly. The author, a team leader at TOKIUM, shares their experiences in dealing with unexpected issues that arise from the AI agent's behavior. The article likely delves into the specific types of problems encountered and the strategies used to address them, emphasizing the need for robust monitoring and logging to understand the AI agent's decision-making process and identify potential failures.
Reference

"TOKIUM AI 出張手配は、自然言語で出張内容を伝えるだけで、新幹線・ホテル・飛行機などの提案をAIエージェントが代行してくれるプロダクトです。"

Education#AI Certification📝 BlogAnalyzed: Dec 24, 2025 13:23

AI Certification Gift from a Triple Cloud Certified Engineer

Published:Dec 24, 2025 03:00
1 min read
Zenn AI

Analysis

This article, published on Christmas Eve, announces a gift of information regarding AI-related certifications from the three major cloud vendors. The author, a triple cloud certified engineer, shares their personal investment in certification exams and promises a future article detailing their experiences. The article's introduction sets a lighthearted tone, connecting the topic to the holiday season. It hints at the growing importance of AI skills in cloud environments and the value of certifications in this rapidly evolving field. The article is likely targeted towards engineers and developers looking to enhance their AI skills and career prospects through cloud certifications.
Reference

私からは「3 大クラウドベンダーの AI 系資格に関する情報」をプレゼントします。

Research#llm📝 BlogAnalyzed: Dec 24, 2025 19:49

[Technical Verification] Creating a "Strict English Coach" with Gemini 3 Flash (Next.js + Python)

Published:Dec 23, 2025 20:52
1 min read
Zenn Gemini

Analysis

This article details the development of an AI-powered English pronunciation coach named EchoPerfect, leveraging Google's Gemini 3 Flash model. It explores the model's real-time voice analysis capabilities and the integration of Next.js (App Router) with Python (FastAPI) for a hybrid architecture. The author shares insights into the technical challenges and solutions encountered during the development process, focusing on creating a more demanding and effective AI language learning experience compared to simple conversational AI. The article provides practical knowledge for developers interested in building similar applications using cutting-edge AI models and web technologies. It highlights the potential of multimodal AI in language education.
Reference

"AI English conversation is not enough with just a chat partner, is it?"

AI#Data Analysis🏛️ OfficialAnalyzed: Dec 24, 2025 16:41

AI Agent and Cortex Analyst Improve Structured Data Search Accuracy from 47% to 97%

Published:Dec 23, 2025 15:00
1 min read
Zenn OpenAI

Analysis

This article discusses the successful implementation of an AI Agent in conjunction with Snowflake Cortex Analyst to significantly improve the accuracy of structured data searches. The author shares practical tips and challenges encountered during the process of building the AI Agent and achieving a substantial accuracy increase from 47% to 97%. The article likely provides valuable insights into leveraging AI for data retrieval and optimization within a structured data environment, potentially offering a blueprint for others seeking similar improvements. Further details on the specific techniques and architectures used would enhance the article's practical value.
Reference

Snowflake Cortex Analyst と AI Agent を組み合わせることで、構造化データの検索精度を大幅に向上させることができました。

Research#llm📝 BlogAnalyzed: Dec 24, 2025 19:38

How Far Can GAS Development Go on Claude? Verification with Bun x TypeScript x clasp

Published:Dec 22, 2025 15:00
1 min read
Zenn Claude

Analysis

This article explores the feasibility of creating a complete GAS (Google Apps Script) development environment within the Claude AI platform, leveraging Bun, TypeScript, and clasp. The author details their attempt to build and deploy GAS projects entirely on Claude. While they successfully managed to build the project, deployment proved to be a hurdle. The article shares the insights gained during this process, offering valuable information for developers interested in exploring AI-assisted GAS development workflows. It highlights the potential and limitations of using Claude for such tasks, providing a practical case study for others to learn from. The article is part of an Advent Calendar series, indicating a focus on sharing knowledge and experiences within a specific community.
Reference

今年はClaudeの会社AnthropicがBunを買収しました。(This year, Claude's company Anthropic acquired Bun.)

Google AI Shares Top 40 AI Tips from 2025

Published:Dec 19, 2025 16:00
1 min read
Google AI

Analysis

This is a very brief announcement. The title suggests a retrospective look at helpful AI tips and tools shared by Google AI in 2025. However, the content provides no actual details about these tips. It's essentially a teaser, lacking substance. To be more informative, the article should at least summarize a few of the key tips or provide links to resources where readers can learn more. The source being Google AI lends credibility, but the lack of content diminishes its value.

Key Takeaways

Reference

Learn more about the AI tips and tools Google shared in 2025.

policy#compliance📝 BlogAnalyzed: Jan 15, 2026 09:18

Anthropic Shares Compliance Framework for California's Frontier AI Act

Published:Jan 15, 2026 09:18
1 min read

Analysis

This announcement signifies a proactive approach by Anthropic to address regulatory requirements in the nascent field of AI. Sharing their compliance framework provides valuable insights into how AI companies can navigate legal complexities and potentially sets a precedent for others. The focus on transparency is crucial for building public trust and ensuring responsible AI development.
Reference

This article provides the framework for...

Education#AI Literacy🏛️ OfficialAnalyzed: Jan 3, 2026 09:17

AI Literacy Resources for Teens and Parents

Published:Dec 18, 2025 11:00
1 min read
OpenAI News

Analysis

The article announces the release of AI literacy resources by OpenAI, focusing on responsible and safe use of ChatGPT for teens and parents. It highlights the inclusion of expert-vetted tips for critical thinking, healthy boundaries, and emotional support.
Reference

OpenAI shares new AI literacy resources to help teens and parents use ChatGPT thoughtfully, safely, and with confidence.

Research#llm📝 BlogAnalyzed: Dec 24, 2025 20:26

Exploring Img2Img Settings Reveals Possibilities Before Changing Models

Published:Dec 12, 2025 15:00
1 min read
Zenn SD

Analysis

This article highlights a common pitfall in Stable Diffusion image generation: focusing solely on model and LoRA changes while neglecting fundamental Img2Img settings. The author shares their experience of struggling to create a specific image format (a wide banner from a chibi character) and realizing that adjusting Img2Img parameters offered more control and better results than simply swapping models. This emphasizes the importance of understanding and experimenting with these settings to optimize image generation before resorting to drastic model changes. It's a valuable reminder to explore the full potential of existing tools before seeking external solutions.
Reference

"I was spending time only on changing models, changing LoRAs, and tweaking prompts."

How Virgin Atlantic uses AI to enhance every step of travel

Published:Dec 8, 2025 00:00
1 min read
OpenAI News

Analysis

This article provides a high-level overview of Virgin Atlantic's AI implementation. It highlights the key areas of impact: speeding up development, improving decision-making, and enhancing customer experience. The article's brevity suggests it's likely a promotional piece or a brief announcement rather than an in-depth analysis.
Reference

Oliver Byers, Virgin Atlantic CFO, shares insights.