#ai trading algorithm

[lumiwealth]

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[priyashareindia9]

Over the past few years, the Indian stock market has witnessed a significant transition, moving away from traditional manual trading to more advanced and efficient algorithmic trading, all thanks to the power of Artificial Intelligence (AI). This shift has been further accelerated with the advent of free AI stock trading software, which has democratised access to sophisticated trading tools that were once the exclusive domain of institutional investors. This blog post delves into the reasons behind the growing popularity of AI stock trading software among Indian retail investors and which risks they should avoid in AI-powered trading.

[samyutbc]

AI Democratizes Intelligence in Algorithmic Trading

AI's role in computerized trading has simplified things for all traders, reducing the need for human involvement.

AI-powered algorithms generally make trading more precise and effective.

Algorithmic trading, or algo trading, will use AI to do trades automatically and decide what and how to trade.

Open AI sources like ChatGPT and AI models like Llama 3 are now accessible to anyone with an internet connection at an affordable price.

Also, AI-powered algorithms can reduce trading errors caused by emotions and quick decisions.

Nowadays, Algo trading is replacing much of the trading done by humans AI and computerized trading have a promising future.

For Trade Insights: thebusinesscorridor

[watchfreeone1]

Using AI to Trade Stocks: Smart Investing Tips

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[webideasolutionca]

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[algos11]

Algorithmic trading, often shortened to algo trading, represents the pinnacle of modern trading practices, offering efficiency and precision unparalleled in traditional methods. Let’s explore its evolution in the dynamic landscape of Indian markets.

[seoexpert1120]

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[lumiwealth]

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[mohrewkey]

Revolutionizing Finance: The Dynamic Impact of AI Models and Tools

AI models and tools have had a profound impact on the finance industry, transforming various aspects of financial services and operations. Here are some ways in which AI has influenced the finance sector: Algorithmic Trading: AI-powered trading algorithms can analyze vast amounts of data in real-time and execute trades at speeds and frequencies that are impossible for humans. These algorithms…

[cuttingedgereviews]

Investment Optimization with AI: How Algorithms are Maximizing Returns

[ernmark]

I just stumbled across somebody saying how editing their own novel was too exhausting, and next time they'll run it through Grammerly instead.

For the love of writing, please do not trust AI to edit your work.

Listen. I get it. I am a writer, and I have worked as a professional editor. Writing is hard and editing is harder. There's a reason I did it for pay. Consequently, I also get that professional editors can be dearly expensive, and things like dyslexia can make it difficult to edit your own stuff.

Algorithms are not the solution to that.

Pay a newbie human editor. Trade favors with a friend. Beg an early birthday present from a sibling. I cannot stress enough how important it is that one of the editors be yourself, and at least one be somebody else.

Yourself, because you know what you intended to put on the page, and what is obviously counter to your intention.

The other person, because they're going to see the things that you can't notice. When you're reading your own writing, it's colored by what you expect to be on the page, and so your brain will frequently fill in missing words or make sense of things that don't actually parse well. They're also more likely to point out things that are outside your scope of knowledge.

Trust me, human editors are absolutely necessary for publishing.

If you convince yourself that you positively must run your work through an algorithm before submitting to an agent/publisher/self-pub site, do yourself and your readers a massive favor: get at least two sets of human eyeballs on your writing after the algorithm has done its work.

Because here's the thing:

AI draws from whatever data sets it's trained on, and those data sets famously aren't curated.

You cannot trust it to know whether that's an actual word or just a really common misspelling.

People break conventions of grammar to create a certain effect in the reader all the time. AI cannot be relied upon to know the difference between James Joyce and a bredlik and an actual coherent sentence, or which one is appropriate at any given part of the book.

AI picks up on patterns in its training data sets and imitates and magnifies those patterns-- especially bigotry, and particularly racism.

AI has also been known to lift entire passages wholesale. Listen to me: Plagiarism will end your career. And here's the awful thing-- if it's plagiarizing a source you aren't familiar with, there's a very good chance you wouldn't even know it's been done. This is another reason for other humans than yourself-- more people means a broader pool of knowledge and experience to draw from.

I know a writer who used this kind of software to help them find spelling mistakes, didn't realize that a setting had been turned on during an update, and had their entire work be turned into word salad-- and only found out when the editor at their publishing house called them on the phone and asked what the hell had happened to their latest book. And when I say 'their entire work', I'm not talking about their novel-- I'm talking about every single draft and document that the software had access to.

[the-last-teabender]

It's been days but I'm still thinking about how someone basically asked Neil Gaiman for passive permission to use AI for writer's block and he was like "I recommend having a friend instead"

and a lot of people were like "lol yeah but your friend was Pterry" and SURE. POINT.

But the majority of friends I consult when I have writer's block are not prolific beloved authors. And many aren't authors, period.

The story I just sent in to an editor? The friend who got me unstuck is a mechanic by trade, a writer once in a while for fun. He's also known me for half my life, knows what kinds of stories I like to write, and knows what makes an entertaining story for the readership I was writing for (since he's part of it). The whole second half of the story - the good part - came about because of his suggestion. You can read it probably later this year and let me know if he was helpful, but I'm pretty sure you'll agree that he was.

Your consultant for writer's block doesn't have to be The Late Sir Terry Pratchett to be worthwhile. A friend who knows you and enjoys a good story will still help you infinitely more than an algorithm whose only chance of knowing anything about you is if it was fed one of your stories.

[vcendent]

art vs industry

Sometimes I'm having a good day, but then sometimes I think about how industry is actively killing creative fields and that goes away. People no longer go to woodworkers for tables and chairs and cabinets, but instead pick from one of hundreds of mass-produced designs made out of cheap particle board instead of paying a carpenter for furniture that is both made to last generations and leaves room for customization. With the growth of population and international trade, the convenience and low production costs are beneficial in some aspects, but how many local craftsmen across the world were put out of business? How many people witnessed their craft die before their eyes? There is no heart or identity put into mass produced items; be it furniture, ceramics, metalwork, or home decor; and at the end of the day everybody ends up with the same, carbon copy stuff in their homes.

I'm a big fan of animated movies, and I see this same thing happening too. When was the last time western audiences saw a new 2D animated movie hit theatres? I can't speak for other countries, but, at least in America, I believe The Princess and the Frog was the last major 2D movie released and that was back in 2009. Major studios nowadays are unwilling to spend the time and money that it would take to pay traditional animators who have spent years honing their craft to go frame by frame, and to pay painters to create scene backgrounds. We talk a lot about machines replacing jobs, but when the machines come, artistry professions are some of the first to be axed (in part because industry does not see artistry as "valuable" professions). Art, music, and writing are no longer seen as "real" jobs because they belong to the creative field and there's this inane idea that anyone who goes into those fields will be unsuccessful and starving. I'm not saying that 3D animation is bad, it has its own merits and required skills and can be just as impressive as anything 2D, but it has smothered 2D animation and reduced it largely to studios that cannot afford the tech to animate 3D.

And now we have this whole AI thing to deal with, stealing existing artists' work to "train" it to take over those few professions that, until now, required actual people to do them. Internet artists have already been dealing with people complaining about the price of art for years and now have to face their work being stolen to train AI. With AI technology, anyone who undervalues the work of the artist can now get something generated at little or no cost to them, all at the expense of the artists themselves. Why would studios pay script writers when they could just get an algorithm to do it without pay? Why pay actors to bring characters to life or pay models to pose for ads when CGI has progressed enough we could digitally render humans and cut out having to pay people entirely? Why use practical effects or film on location when green screens and adding in-post is faster and so much cheaper? It's no wonder we had the SAG-AFTRA strike. AI has already been trained to write children's books and produce music, continuing down this road will replace authors and musicians too at the convenience of cost. How much longer until the actual, real-life people behind all forms of artistry become completely obsolete?

Industry is just driving the cost of people-made crafts up and up with every mass produced product and every streamlined shortcut to reduce costs, which only makes it harder and harder for artists of all kinds to make a living, as very few people want to pay for the time and skill of artists when they could just pick something off a shelf or feed AI a prompt and get something satisfactory enough, yet not what they actually wanted, for so much cheaper.

[algos11]

At the recent FIX Conference 2024, Kunal Nandwani, co-founder and CEO of uTrade, shed light on artificial intelligence (AI) and its transformative impact on the capital markets. The insights shared during the session underscored AI’s evolution, its current applications in various sectors, and its future possibilities. Here are the key takeaways from the session.