# OPC News

> AI-curated intelligence for One Person Companies (solopreneurs, indie hackers, solo developers).

OPC News aggregates 700+ sources daily across AI tools, automation, solopreneur strategies, and technology trends. Articles are scored by AI for relevance and quality, then published automatically.

## Content

- [你的 AI 工具可能要变贵变慢 — 大厂正在悄悄抢这个资源](https://www.opcnew.com/ai-in-ference-cost-r-ising): Open AI 和 Anth ropic 的老板都说推理算力是战略资源， Intel 数据显示 CPU 需求正在暴涨。对咱们来说， AI 工具的成本和速度可能要变，提前知道才能少花冤枉钱。
- [AI Price Discrim ination : Maryland Ban Warning for Small Teams](https://www.opcnew.com/sur-veillance-pr-icing-reg-ulation-check-your-tools-zh): Mary land banned surveillance pricing — vary ing quotes by customer data may be illegal . A 30 -min audit beats future client backlash or fines .
- [你的客户可能被 AI 差别定价了 — 马里兰州禁令给咱们小团队的提醒](https://www.opcnew.com/sur-veillance-pr-icing-reg-ulation-check-your-tools): 马里兰州成为全美首个禁止监控定价的州 —— 用客户数据差别报价可能违法。如果你在用智能定价工具，花 30 分钟自查，比未来被客户质疑或被监管便宜太多。
- [When AI code breaks , who 's liable ? This tool keeps us in the driver 's seat](https://www.opcnew.com/pi-ai-agent-human-in-control-zh): Use Pi , an open -source AI assistant : AI writes code , we stay in control . C ures ' AI wrote it , I can 't read it ' panic . Free , 1 - 2 hrs , no 
- [AI 写的代码出问题谁兜底 — 这个极简工具让人始终握着方向盘](https://www.opcnew.com/pi-ai-agent-human-in-control): 用 Pi 这个开源 AI 编程助手，让 AI 帮你写代码但人始终能看懂、能负责，解决 ' AI 写了我看不懂 ' 的焦虑。免费， 1 - 2 小时上手，不需要会写代码。
- [AI Too Price y ? This Model : 3 R MB /M illion Tokens](https://www.opcnew.com/mist-ral-medium-3-5-che-ap-fast-model-zh): M ist ral Medium 3 . 5 delivers Claude Son net -level performance at half the price . Input $ 0 . 4 /m illion tokens , output $ 2 . C uts API costs fo
- [你的 AI 助手又贵又慢 — 这个新模型每百万 token 只要 3 块](https://www.opcnew.com/mist-ral-medium-3-5-che-ap-fast-model): M ist ral Medium 3 . 5 是法国 AI 公司的新模型，输入每百万 token 约 0 . 4 美元、输出约 2 美元，性能接近 Claude Son net ，适合做客服、写文案、批量处理内容，帮你砍掉一半 API 费用。
- [" AI Will Replace You " Anxiety ? I W oke Up : They 're Harvest ing Panic](https://www.opcnew.com/ai-f-ear-mark-eting-tr-ap-for-s-ol-op-re-ne-urs-zh): AI companies sell panic to trigger impulse buys . Spot ting this tactic saves us $ 400 -$ 1 , 100 yearly , freeing focus for what actually grows our b
- [天天被 " AI 要淘汰你 " 刷屏焦虑 — 我醒过来发现被收割的是恐慌](https://www.opcnew.com/ai-f-ear-mark-eting-tr-ap-for-s-ol-op-rene-urs): AI 公司靠贩卖恐慌让你冲动买课、买工具、买订阅。认清这套话术后，你至少能省下每年 300 0 - 800 0 块的冤枉钱，把精力花在真正对业务有用的事上。
- [Age Verification Laws Hollow ing Out Privacy : 3 Steps to Def end](https://www.opcnew.com/age-verification-privacy-pro-tection-for-small-business-zh): Age verification laws may force your site to collect customer IDs . Min imize data exposure with these 3 free / low -cost methods — 10 mins setup , ze
- [你的客户隐私正被年龄验证法律掏空 — 3 步低成本守住](https://www.opcnew.com/age-verification-privacy-pro-tection-for-small-business): 年龄验证法律正在推开，你的网站可能被迫收集客户身份信息。用这 3 个免费或低成本方法，最小化数据暴露风险， 10 分钟上手，完全不需要写代码。
- [Time to Switch AI Assist ants : Claude Quiet ly O vert akes Chat G PT](https://www.opcnew.com/cla-ude-o-vert-akes-chat-g-pt-switch-guide-zh): Anth ropic 's Claude now out paces Chat G PT for enterprise use and Chinese business contexts . It 's free , takes 30 minutes to test , and requires z
- [你的 AI 助手该重新选了 — Claude 已悄悄超车 Chat G PT](https://www.opcnew.com/cla-ude-o-vert-akes-chat-g-pt-switch-guide): Anth ropic 的 Claude 在企业级应用上超过 Chat G PT ，中文商业场景更顺手。免费可用， 30 分钟体验，会打字就能试。
- [All -in on someone else 's platform ? Even a $ B founder is b ailing](https://www.opcnew.com/platform-depend-ency-back-up-your-st-uff-zh): Hash i Corp founder left GitHub — no longer fit for serious work . Your data on We Chat /X ia oh ong sh u / Fe ish u ? One rule change from gone . $ 0
- [你的全部家当压在别人平台上 — 连十亿创始人都在跑路了](https://www.opcnew.com/platform-depend-ency-back-up-your-st-uff): Hash i Corp 创始人公开宣布离开 GitHub ，说它已不适合认真工作。你压在微信、小红书、飞书上的客户数据和内容，随时可能被平台规则一锅端。花 0 元、 2 小时，先把最重要的东西导出来。
- [10 Different AI Answers to 1 Question : The Real Danger](https://www.opcnew.com/ai-in-cons-istent-answers-car-b-count-ing-zh): A blogger asked AI to count carbs 27 , 000 times — never the same answer twice . Don 't treat AI like a calculator for quotes or data ; it 's a ch att
- [你的 AI 助手同一个问题回答 10 次，答案全不一样 — 这才是最该小心的](https://www.opcnew.com/ai-in-consistent-answers-car-b-count-ing): 有博主让 AI 数碳水问了 270 00 次，从没拿到两次一样的答案。如果你在用 AI 做报价单、算营养数据、写合规文案，这提醒你别把 AI 当计算器用，它更像一个话多但粗心的实习生。
- [Your  Daily  Phone  T aps :  One  Sentence  Handles  It  All](https://www.opcnew.com/mobile-ai-agent-automation-zh): Mobile  AI  Agents  are  now  practical .  Say  ' send  this  screenshot  to  the  client '  —  your  phone  handles  all  taps .  Zero  cost ,   10  
- [你每天在手机上重复点的那堆操作，现在一句话就能搞定](https://www.opcnew.com/mobile-ai-agent-automation): 手机  AI  Agent  正在变实用 —— 你用嘴说 ' 帮我把截图发给客户 ' ，手机就帮你点完所有步骤。零成本， 10  分钟上手，适合想省掉重复操作的小团队和自由职业者。
- [客户嫌你的手绘稿不够专业交付？她用  iPad   画出一整部动画长片](https://www.opcnew.com/ip-ad-hand-d-rawn-animation-work-flow): 用  iPad  +  Pro create  替代纸笔加扫描仪的老流程，手绘稿直接数字交付，省掉扫描修图转格式三道手工活，一人也能出专业级视觉成品。

## Site Structure

- Homepage: https://www.opcnew.com/ — Latest curated articles ranked by relevance
- Articles: https://www.opcnew.com/{slug} — Full article with source attribution
- Tags: https://www.opcnew.com/tag/{tag} — Articles filtered by topic
- RSS Feed: https://www.opcnew.com/feed.xml — Full-text RSS feed
- API: https://www.opcnew.com/api/content — Content API (requires auth)

## Topics Covered

- AI Tools & Platforms
- Agent Automation
- Solopreneur Business Models
- One Person Company Operations
- Developer Productivity
- Technology Trends & Analysis

## About

OPC News is part of the OPC ecosystem (opc.club, chatopc.com, joinopc.com). Operated by htzl.ai, an NVIDIA Inception member.

## Contact

- Website: https://htzl.ai
- GitHub: https://github.com/htzlai