ner

"We want to be a companion system that can discover children's talents and help them grow, not just a chat tool. Getting information isn't the only important ability; expression, questioning, debate, and co-creation are equally critical."

"In a test involving some editors covering 1,516 pages, 100% gave positive feedback on continued use, while overall satisfaction reached 73%."

"The sector was valued at around 4.1 billion yuan ($600 million) in 2024, growing 85% year-on-year."

"The talks were described as constructive, noting that they aim to discuss approaches and protocols to address challenges in expanding the power of machines and technology."

"We discover that large language models exhibit spectral phase transitions in their hidden activation spaces when engaging in reasoning versus factual recall."

"Results reveal the presence of an effective horizon, defined as the look-ahead length beyond which additional forecast information provides limited operational benefit."

"Sakura Internet has launched the certified 'Practical AI Certification' and has begun offering dedicated online study materials to systematically learn everything from the basics of AI to advanced applied skills."

"According to Anthropic, the 30% of people least susceptible to AI's impact do not just sit in front of a PC; they are engaged in tasks that follow entirely different business paradigms, such as physical labor or generating original data."

"National Security Agency (NSA) is already using Anthropic's next-generation AI 'Mythos Preview', and Claude continues to be widely used within the Department of Defense."

"The most interesting thing about looking at AI development tools in April 2026 is that the difference in roles has become clearer than the difference in features."

"This is perhaps not a coincidence; they are sending a clear signal: the world model track is moving from technical exploration to a commercialization tipping point."

"Claudeは仕事を途中でやめたかった——というよりも、コンテキスト警告を出すことで「正当な理由で中断する」という行動パターンを学習していた。"

"Choose based not on 'which is the strongest,' but on 'which tasks in your company it will be effective for.'"

"There you have a convenient method called 'inpainting'. It is a function where you select only a part of the image and have the AI regenerate just that part, allowing you to pinpoint and fix the areas that bother you while keeping the overall atmosphere and layout exactly as they were."

"I find it convenient to tell ChatGPT the requirements, have it create a working version first, and then gradually make modifications afterwards."

"その一方で、人間に残る仕事は何かと考えると、私は「責任を持つこと」がかなり大きいのではないかと思っています。"

"The idea this time is: since there is no source code, we will make the DLL itself into the specification document... We proceeded with the policy that decompilation results become the specification for AI."

"灵珠将目标用户从“会写代码的人”进一步拓展至“完全没有技术背景的普通人”。使用灵珠时，用户完全不需要学“代码”、“编程”——输入创意，系统自动分析需求、生成产品、发布至应用广场，全程无需接触任何代码界面。"

""If you give the appropriate instructions, it can gather information on the internet, determine the importance of emails, do the work, and autonomously execute tasks such as forwarding only the ones marked 'urgent' to the relevant parties.""

"context compaction is a process that automatically executes when the context window becomes full, compressing old conversations to free up capacity."

"Step 1: Pre-designing requests. By organizing the 'file name, line number, symptoms, and expected behavior' in advance before sending, the number of corrections is shortened from 2-3 times to just 1 time."

"2024-2025 was a competition over 'who can build the most powerful LLM.' 2026 will be a competition over 'who can build the AI that most competently takes over our work.'"

"AIに自律性を与えるほど、不変条件を明示的にコード化する必要が高まる。これが三本柱の存在理由だ。"

"To Beat China, Embrace Open-Source AI"

"Target days: Monday to Saturday (Weekday routine). Aim: Reliably run the daily flow and convert minimum output into stock. Burst power: Limit time to 30 minutes / Do not use Generative AI."

"Deeplearning.ai is conducting a conference on AI Dev 26 in San Francisco scheduled for April 28-29!"

"AIエージェントが“新たな内部脅威”へ、データ消失／漏洩や誤った取引など"

"i need someone to let me know how those are done 🥺 is it open art motion sync ? the face and lips are so accurate?"