A Lifetime's Regret: Diverted Too Early by the Times

Thesis: Many people's destinies are determined not by ability, but by the first sorting table their era hands them.

Looking back on my life, I have two deep regrets. By the time large language models arrived to help compensate, the energy and opportunity for frontline battle had already passed. A sigh.

The first regret: Among the Class of '77, many of the brightest were "hijacked" by the window of foreign languages. English was the key to the world — but the ticket was so precious that many spent their entire lives stuck at the ticket gate. I was drafted into the humanities, not because I didn't apply for science. The era made the choice for me.

The second regret: the PhD phase. I had one foot in the door of coding and engineering. OOP and C++ were all the rage, I was hooked. But the thesis and degree pulled me away. I became a self-made manager — VP, Chief, whatever — knowing a little about everything but never again a frontline engineer.

This isn't simple personal regret. It's a sample of an era: when windows of choice are small, a person is shaped not by their interests, but by the shortages of their time.

Today's young people have all the tools. AI, programming, English, expression — everything can be re-learned. The era no longer opens just one door. The only question: with all the doors open, do you dare walk back in?

🎬 Watch on YouTube

by Tuya

发布者

立委

立委博士,多模态大模型应用咨询师。出门问问大模型团队前工程副总裁,聚焦大模型及其AIGC应用。Netbase前首席科学家10年,期间指挥研发了18种语言的理解和应用系统,鲁棒、线速,scale up to 社会媒体大数据,语义落地到舆情挖掘产品,成为美国NLP工业落地的领跑者。Cymfony前研发副总八年,曾荣获第一届问答系统第一名(TREC-8 QA Track),并赢得17个小企业创新研究的信息抽取项目(PI for 17 SBIRs)。

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