web

"by mid-2025, ~35% of new websites published since ChatGPT's launch in late 2022 were AI-generated or AI-assisted"

"Cursor's Agent (Composer) was given the prompt: "Using Next.js (App Router), Tailwind CSS, and Lucide React, create a prototype for [my girlfriend's birthday celebration site]. I'll leave the directory structure to you." This alone generated everything from the directory structure to the UI implementation all at once."

"The revised agreement will enable OpenAI to “serve all its products to customers across any cloud provider.”"

""After decades of humans shaping it, a significant portion of the internet has become defined by AI in just three years. We're witnessing, in my opinion, a major transformation of the digital landscape in a fraction of the time it took to build in the first place.""

"AI is not almighty, so it sometimes returns incorrect answers. Whether you can notice those mistakes is the point to utilize it as the best partner, not only in programming but also in general. I think I will try to maintain the awareness to be equal to it, rather than just throwing everything at the AI."

"If you use the newly added Live Artifact in Claude Cowork, you can summarize information along with visualizations that update in real-time at any timing."

"Between Cloudflare Turnstile blocking my headless browsers and the massive raw HTML payloads eating my context window, my data ingestion layer is a financial black hole."

"The voice AI experience is 90% determined by 'speed.' The average human conversational turn is 200ms. Exceeding 300ms creates an awkward feeling, and exceeding 800ms causes the conversation to collapse."

"The llms.txt file is a proposed standard to efficiently convey website information to Large Language Models (LLMs). Creating it offers massive benefits: it costs almost zero, prepares the site for future AI integrations, and helps organize site structure."

"I have zero coding background. I just described what I wanted, Claude built it, I corrected details, and it patched on the fly. The whole thing happened in a single Claude conversation."

"Prophet is characterized by its ability to automatically incorporate seasonality and holiday effects into the model, which means it requires very little parameter tuning. This made it highly compatible with the simple design of taking a CSV and passing it straight to the forecasting engine."

"By simply declaring the return type as AsyncIterable[Item], Pydantic's automatic validation and serialization kicks in, making the code significantly simpler than the traditional StreamingResponse with manual JSON conversion."

"Even without a Mac or programming knowledge, we've entered an era where you can create and publish web apps just by using AI."

"Google banks on AI edge to catch up to cloud rivals Amazon and Microsoft"

"AI搜集信息的能力很强大，“链接做好了还没公布，被AI爬出来了。”"

"OpenAI released Privacy Filter on the Hub this week: an open-source personally-identifiable information (PII) detector that labels text across eight categories in a single forward pass over a 128k context."

"3層構造（拡張 → WebSocket → MCPサーバー）でプロファイル分離を実現し、安定した接続と30個の実用ツールを提供します。"

"The key point is to separate 'acquisition' and 'judgment'. By converting it to Markdown, Claude Code can handle the necessary information more easily, and as a result, token consumption becomes easier to suppress."

"By running inference entirely within the user's browser (locally), there is no need to send confidential data to external servers, thereby minimizing the risk of information leakage to the absolute limit."

"We evolved from 'rules' to 'Harness Engineering,' creating a systemic safety harness where the moment the AI runs out of control, the system physically blocks downstream pollution."

"CPU だけで動く LLM サーバを 1 台構築した。GPU は予算の都合で次のフェーズなので、まずは CPU 推論でどこまでやれるかの検証フェーズだ。 ハードウェアは i9-13900 + 64GB RAM。これで Qwen3.6 35B-A3B と GLM-4.7-Flash の 2 モデルを常駐させて、Open WebUI から LAN 経由でアクセスできるようにした、というのが今回のゴールである。"

"Tier 4: Basic wrapper apps ← Gennai is here API calls, simple UI, basic functions Required: ✓ Basic programming ✓ API understanding ✓ Web development basics Tech level: Beginner to intermediate Development period: A few days to a few weeks"

"To be honest, my impression is that this could be done even with almost no technical knowledge."

"Because Prophet automatically incorporates seasonality and holiday effects into the model, it requires very little Parameter tuning, which perfectly suited our simple design of just receiving a CSV and passing it directly to the forecasting engine."

"The chips are general-purpose processors, not AI accelerators, handling the CPU-intensive inference and orchestration tasks behind real-time reasoning and multi-step agents."

"Processing is completed entirely within the browser, and images are never sent to a server."

"In this phase, the AI is functioning not merely as a 'coder' but as a 'system architect'."

"We got tired of browser frameworks restricting the LLM, so we removed the framework and gave the LLM maximum freedom to do whatever it's trained on."

"Claude modifies the code on my behalf, so I don't have to open my files and rewrite the code myself. It automatically displays the results on the web, and all I have to do is test it and say 'do it over' if it doesn't work."

"The biggest point is that all processing completes within the browser. Because of a design that does not send files to a server, server-side computing resources are completely unnecessary."