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What new job opportunities will emerge
Monday, June 15, 2026 in Blog
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AI is surging in; let’s prepare for the future
Auto Check-in WeChat Reading Membership
Sunday, June 14, 2026 in Blog
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Requires configuring scheduled tasks on a computer; you can look into it yourself
Huawei token plan is quite expensive
Tuesday, June 09, 2026 in Blog
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Not cheap, especially the way token consumption is counted—both input and output are counted within the plan. I often use 20 million tokens in a single request, and the 59 yuan tier only covers about 3 of my requests. For coding, roughly 99% of input …
github copilot's route choice
Thursday, June 04, 2026 in Blog
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From February to July last year, copilot was freely usable in vscode insider. During this period, I witnessed the gradual decline of copilot’s agent capabilities. Hard to imagine, the first month preview of copilot turned out to be the best in …
Those worried about being laid off should use AI more
Thursday, June 04, 2026 in Blog
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Over the past year and a half, some companies overestimated the role of AI and began layoffs. As time went on, companies gradually realized that AI is not as smart or cheap as expected, and began to reduce AI token consumption and slow down layoffs. …
I understand that we can no longer casually criticize companies
Saturday, May 30, 2026 in Blog
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Although some netizens’ posts do have the problem of the blind men feeling the elephant, it shouldn’t go as far as forbidding the squirrel from saying the water is deep. Comparison posts often have losers and winners, and I wonder if …
Xiaomi API ranks among the top in LLM cost-performance
Thursday, May 28, 2026 in Blog
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Previously posted criticism that mimo-2.5-pro’s performance couldn’t justify its pricing. Its performance really can’t be compared to gpt5.x and opus4.x. It’s not that I wanted to compare them, but Xiaomi positioned them as …
One factor in architecture rot is compromising on development cost
Wednesday, May 27, 2026 in Blog
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Characteristics of rotten architecture include: lots of special-case handling, compatibility handling, severe coupling, and being too burdened to reform. All architectures gradually rot. A rotten architecture makes it hard to develop new features, …
deepseek will always have a place in my AI gateway
Friday, May 22, 2026 in Blog
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2.5折 directly becomes 1/4 permanently, no need to rush purchase, no packages, no need to grind 5h daily or weekly quota, no need to calculate off-peak/peak multipliers, no need to calculate token-to-credit exchange rates, direct retail equals …
Moderate forgetting benefits model performance
Thursday, May 21, 2026 in Blog
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The GPT-5 series has a high recall rate and can achieve very rigorous logic, making it excellent for debugging. At the same time, it can promptly detect contradictions in the context, offering a unique experience among current models. But recently, …