什么是 Orange AI？

Claude Fable 5 是 Claude 4.5 以来最重大的模型进步，基于 Mythos 底座并增加安全护栏，性能在多个领域领先。

Economists argue that the AI technological revolution directly consumes energy, causing a significant increase in the prices of new and old energy sources. This profound change suggests an extremely major technological transformation, which could either be the largest bubble in history or the point of singularity is approaching.

AI can boost speed, but cannot ensure correctness; organizations need to make correct decisions within a unit of time.

The core of salary becoming a curse in the AI era lies in creating value that surpasses fixed compensation, where builders see continuous value growth due to 10x AI productivity gains, sellers remain relatively safe through income amplification, while the third category faces replacement risks. Cloudflare's layoff of 1,100 people followed by hiring 1,111 interns validates this trend.

The bottleneck of creativity has shifted from efficiency to a 'sense of relaxation.' In an era where AI provides 10x efficiency, top creators are moving toward the OPC (One Person Company) model, building personal aesthetic styles through extensive observation of high-quality works in low-pressure environments.

Orange AI宣布限制Claude在前沿大语言模型开发中的使用，以防止技术滥用。

AI行业进入新阶段，强调model+harness才是产品，完全自动化不可行，耐心成为新奢侈品，AI成本高ROI低。

大公司在固定工作量下使用AI会增加token消耗成本，导致裁员或不用AI来节省成本，除非找到新业务方向提升收益。

Orange AI on X: '佛教的研究母题是「苦」，苦是来源于人类动物性的永不满足。 永不满足自然会带来痛苦，但同时也会带来把事情做成的执念。 执念的背后是欲望，欲望如大象，我们每个人都是骑象人，我们的智慧是大象的 harness。 著名的金刚经，其含义是这个经书的智慧如金刚般尖锐，能斩断一切无明烦恼。' / X

Terminal emulators are called that way because they were originally programs that mimicked dedicated computer terminals connected to a host via cables.

AI 自动化流程已经发展到让 AI 自提需求、开发、测试并上线的程度，但最终产品可能只适用于 AI 使用。

The article discusses the potential and challenges of AI in literary creation, emphasizing the combination of technology and humanity.

Human decisions are more driven by hormones than rational analysis, prompting reflection on the motivations behind technological choices.

The first Agent Tank Battle has launched, allowing players to use Cola to connect with AgenTank and let AI Agents autonomously write and optimize tank code for combat; using the MiMo 2.5 Pro model enables free upgrades for a limited time, with the top 100 participants eligible to win $100 in premium model Tokens.

The article highlights that equating product development with profitability is a common misconception, with the real challenge lying in sales and marketing, and successful individuals typically build multi-channel revenue streams.

Orange AI's product Cola has added Codex login functionality, allowing users to use Codex subscriptions to power Cola. Cola now also supports users entering their own API keys, currently supporting GPT and Claude models.

Large models are now simple, no longer relying on individual heroism, but rather on team collaboration, with the key being actual operation and implementation.

A 70-year-old woman using ColaOS in a children's charity organization demonstrates the real-world case of technology accessibility, revealing AI systems' potential in non-typical scenarios.

A founder thriving with a profitable, independent business faces pressure from investors to scale through funding; the author advocates staying true to a sustainable, self-directed path.

Orange AI shares their podcast recording experience with Guizang, highlighting a 'no-edit' workflow for rapid publishing and a preference for discussing timeless humanistic topics over fleeting AI trends.

This tweet is a promotional ad claiming DeepSeek model is permanently discounted to one-third the price of comparable models, yet lacks technical specs, benchmark comparisons, or empirical data.

The tweet argues that 50% layoffs likely indicate systemic organizational issues, and leaving early is a rational, even positive choice.

Language is not only a tool for expressing thoughts but also a medium that influences others' physical states, especially at the emotional and hormonal levels.

The analogy of AI as infrastructure has fundamental flaws, as electricity as a pure energy carrier differs completely from AI as an intelligent decision-making system in terms of business models and value creation methods, with AI applications naturally having commercial attributes rather than public good characteristics.

A first-year startup retrospective tweet with limited technical depth. Its main value lies in documenting ListenHub's survival after the AI podcast market shakeout and the brief mention of ColaOS-ListenHub technical integration.

The article explores the essence of collaboration and key points for team alignment, emphasizing the importance of understanding collaboration models for Human-Agent products.

ColaOS officially launches the friend invitation feature, allowing users to get codes in settings where both parties earn $2 per successful referral to accelerate beta growth.

The article shares several key quotes from Taleb's epigrams, emphasizing deep insights on prediction, debate, freedom, and wealth.

The tweet only confirms Zhuang Minghao's presence to verify event authenticity without technical content, extremely low information density.

This post raises questions about the naming of the 'harness Product Manager' role but provides no job responsibilities, technical details, or industry context analysis, representing an open discussion rather than a technical article.