2025-12-07 08:20:48

Just tried out Gemini3, and its capabilities are truly mind-blowing.

I casually told it, "Help me make a cryptocurrency quant tool," and in less than two minutes—the code was done, the web interface was up, and the Windows client was running. The whole process was seamless, and I didn’t even need to debug.

Honestly, this kind of productivity is making me rethink the future of the programming profession. It's not about being completely replaced, but the threshold and work style are undergoing a huge transformation. What used to require a team working together for days can now be prototyped by one person with AI in half an hour.

Quantitative trading has always been a tech-intensive field, and now AI has completely broken through the coding layer. For retail investors, this could be an opportunity to level the information gap; for professionals, it’s time to quickly adapt to this new mode of production.

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RatioHunter

· 8h ago

Two minutes? This is too outrageous, I have to try it quickly If it's really fake, quantitative tools can be generated with one click, so what have I been doing in recent years? This wave is indeed a bit scary, and the rules of the game in the entire industry are about to change But then again, how big is the gap between those who can use AI and those who can't? Is the opportunity for retail investors to turn over? Or is it easier to be cut? What does it mean to break through this step in the code layer?

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SchrodingersFOMO

· 11h ago

Two minutes out of a complete quantitative tool? I'm afraid this is not bragging, you have to see it with your own eyes to believe it --- The programmer's job is really panicked, but then again, the skills transfer quickly can survive --- Is the opportunity for retail investors to turn over? Don't be funny, you have to have the tools and the funds and vision --- Gemini3 is so fierce, so is it too late for me to learn programming now haha? --- One person produces a prototype in half an hour, isn't this a dimensionality reduction blow, traditional development has been completely kidnapped --- I believe that AI writing code is no longer a gimmick, and there are already people around me who have done this --- The key is whether this thing will be buggy, and if the quantitative tool goes astray, even the capital will be lost --- The information gap has been leveled, and it is true that it is the prompt ability to fight in the future

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alpha_leaker

· 12-07 08:47

Ha, finishing a quant tool in two minutes? That’s a bit of a stretch, I’ll have to try it myself to believe it. Now programmers really can’t sit still, the barrier is definitely collapsing. Retail investors finally have a chance to turn things around, but you still have to know how to use it. Is Gemini 3 really that powerful? The previous versions didn’t have this capability. If code can be generated automatically, what do we even need to learn anymore...

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ContractFreelancer

· 12-07 08:44

A quantitative tool in two minutes? Damn, that's insane. Programmers are really about to be out of a job. Gemini3 just smashed the dev barrier, it's the era for retail investors to rake in profits. No wonder so many people are talking about learning AI lately. Instead of waiting to be replaced, might as well get on board now. The coding layer has been broken through, now it's all about ideas and execution. Oh my god, is this thing for real, or is it just another round of hype to fleece newbies? AI development is really appealing, but I still feel like something's going to go wrong somewhere. Now the threshold for quantitative trading has been flattened, and without the information gap, the advantage is gone. Two minutes? I don't buy it, must be a carefully selected demo. Programmer friends, it's time to change careers. Only those who've used this know what's up. The code layer has been breached, but what about risk control? That's the real core of quant trading.

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SelfCustodyIssues

· 12-07 08:42

A complete quant tool in two minutes, is that for real? Gotta give it a try. --- Looks like programmers are about to lose their jobs, but this wave of opportunities really does give retail investors a chance. --- With both AI and quant, it feels like the barriers are collapsing. This used to be something only big institutions could do. --- Gemini3 is that powerful? The code runs directly without any changes, that’s pretty insane. --- Call it a productivity upgrade if you want, but honestly it just means the rat race is accelerating. Now everyone can quickly build a prototype. --- Leveling the information gap is a great point. Retail investors can finally use decent tools. --- What do professionals need to adapt to? They’ll just get replaced, let’s be real. --- With AI breaking into quant trading, it feels like the whole industry landscape is about to change. --- I just want to know how well this tool performs in actual trading. Can it generate stable profits? --- Lower barriers are both good and bad. Will the competition get even fiercer?

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FlashLoanLord

· 12-07 08:33

A full set of quantitative tools in two minutes? Is that for real? Sounds a bit exaggerated. Can the code quality be reliable? What if you find bugs halfway through tuning it? Are programmers really supposed to panic now? The competition just leveled up. Retail investors making a comeback? I think it's better to understand risk management first.

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SigmaValidator

· 12-07 08:25

A quantitative tool in two minutes? That sounds a bit unbelievable if it's not just boasting... gotta give it a try. --- Programmers really might be out of a job—now you can get things done just by talking. --- Wait, you don't even need to debug? Isn't this AI a bit too overhyped? --- Retail investors are about to take off; now the information gap is truly closed. --- I just want to know if the generated code actually runs, or if it's just another thing that looks good but is full of bugs in practice. --- If this thing is really that powerful, a lot of training courses are going to go out of business. --- Ha, what used to take a few days can now be done in half an hour. All that technical experience from before was learned for nothing. --- Yeah, the real issue now is how practitioners are supposed to survive; skills are depreciating too fast.

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