Market movements are not random, but can be subject to outside forces and even manipulation.
Reuters
While there are many who say they can predict the movements of the market on any particular day, there are fewer that can do it with a better track record than what would be achieved by flipping a coin. For economists that’s not cynicism, but conventional economic theory.
The theory holds that movements in the market are entirely random, with no possibility of predicting movements at a rate better than 50 per cent. However things are not always as they seem, and certainly not as they should be. Numerous scientific studies have shown that stock market prices are in fact not random, but can actually be, often all too easily, manipulated.
One particular method of 'tricking' the market is through the cyber universe that is social media. A couple of past events demonstrated not if social media impacts investment markets, but the extent to which they do.
On August 13th 2013, billionaire Carl Icahn, of Icahn Capital Management, announced his Apple position over Twitter with the accompanying comment of it being significantly undervalued. Within seconds Apple stock spiked and within minutes gained $17 billion in market cap.
Then on May 28th 2016, there was a devastating train collision in Maryland, which prompted locals to start tweeting about the incident. Records show that within a 90 minute time span, the stock of the transportation proprietor, CSX Corp, plummeted by $500 million in market cap.
These tweets may or may not have been made to intentionally manipulate the markets, but on April 23rd 2016, the same pattern occurred, only this time deliberately.
In this case, the Associated Press was hacked by the infamous Syrian Electronic Army. They sent shockwaves through newsrooms by announcing on Twitter that there had been two explosions in the White House and President Obama was injured.
Almost immediately the ramifications of this news was felt on Wall St. The Dow Jones Industrial Average slumped by 143 points and caused the world’s most referenced stock index to lose $136 billion. This happened all within the few minutes before the announcement was debunked as AP reported that its Twitter account had been hacked.
The market promptly rebounded, almost exactly to where it was before, as traders jumped on to the next being scandal or boardroom hi-jinx to float through their twitter news feeds.
Each of these events strikingly indicate the significance, and the danger, of social media and the impact that it has on capital markets. The issue at its core is that social media provides a constant flow of news in a world that can be impacted by the click of a mouse.
The information that is coming down the news feed can come from anywhere, viewers are not necessarily scrutinizing the information that is coming though in terms of whether the source is reliable. How is it getting there? Has the information been confirmed? And does the poster potentially have an alternative agenda?
Although the Syrian computer hacker’s agenda may have been far from wholesome, the underlying problem and the real reason why they were successful in destabilizing the market is due to the propensity of high frequency trading, or HFT for short.
HFT uses automated trading to do most of the buying and selling. Programmers have been able to develop complex formulas that weigh up a bulk of considerations that if sufficient, will then buy and sell millions of shares in company stocks within split seconds.
Keywords such as “White House”, “Obama” and “explosion” are siphoned into a computer language program when they appear on a Twitter feed that has been identified as reputable, which then triggers a wholesale sell off of company shares.
Considerably impacting the randomness of the markets, social media makes the cause and effect relationship between news and market movements that much more direct and immediate. Bad news has and will always be broadcasted, but now it’s unnerving to think what kind of power it can wield, even it only alters the market for a few minutes and even if we try to ignore the additional threat of hackers and misplaced passwords.
This article was written by Adinah Brown of Leverate.
While there are many who say they can predict the movements of the market on any particular day, there are fewer that can do it with a better track record than what would be achieved by flipping a coin. For economists that’s not cynicism, but conventional economic theory.
The theory holds that movements in the market are entirely random, with no possibility of predicting movements at a rate better than 50 per cent. However things are not always as they seem, and certainly not as they should be. Numerous scientific studies have shown that stock market prices are in fact not random, but can actually be, often all too easily, manipulated.
One particular method of 'tricking' the market is through the cyber universe that is social media. A couple of past events demonstrated not if social media impacts investment markets, but the extent to which they do.
On August 13th 2013, billionaire Carl Icahn, of Icahn Capital Management, announced his Apple position over Twitter with the accompanying comment of it being significantly undervalued. Within seconds Apple stock spiked and within minutes gained $17 billion in market cap.
Then on May 28th 2016, there was a devastating train collision in Maryland, which prompted locals to start tweeting about the incident. Records show that within a 90 minute time span, the stock of the transportation proprietor, CSX Corp, plummeted by $500 million in market cap.
These tweets may or may not have been made to intentionally manipulate the markets, but on April 23rd 2016, the same pattern occurred, only this time deliberately.
In this case, the Associated Press was hacked by the infamous Syrian Electronic Army. They sent shockwaves through newsrooms by announcing on Twitter that there had been two explosions in the White House and President Obama was injured.
Almost immediately the ramifications of this news was felt on Wall St. The Dow Jones Industrial Average slumped by 143 points and caused the world’s most referenced stock index to lose $136 billion. This happened all within the few minutes before the announcement was debunked as AP reported that its Twitter account had been hacked.
The market promptly rebounded, almost exactly to where it was before, as traders jumped on to the next being scandal or boardroom hi-jinx to float through their twitter news feeds.
Each of these events strikingly indicate the significance, and the danger, of social media and the impact that it has on capital markets. The issue at its core is that social media provides a constant flow of news in a world that can be impacted by the click of a mouse.
The information that is coming down the news feed can come from anywhere, viewers are not necessarily scrutinizing the information that is coming though in terms of whether the source is reliable. How is it getting there? Has the information been confirmed? And does the poster potentially have an alternative agenda?
Although the Syrian computer hacker’s agenda may have been far from wholesome, the underlying problem and the real reason why they were successful in destabilizing the market is due to the propensity of high frequency trading, or HFT for short.
HFT uses automated trading to do most of the buying and selling. Programmers have been able to develop complex formulas that weigh up a bulk of considerations that if sufficient, will then buy and sell millions of shares in company stocks within split seconds.
Keywords such as “White House”, “Obama” and “explosion” are siphoned into a computer language program when they appear on a Twitter feed that has been identified as reputable, which then triggers a wholesale sell off of company shares.
Considerably impacting the randomness of the markets, social media makes the cause and effect relationship between news and market movements that much more direct and immediate. Bad news has and will always be broadcasted, but now it’s unnerving to think what kind of power it can wield, even it only alters the market for a few minutes and even if we try to ignore the additional threat of hackers and misplaced passwords.
This article was written by Adinah Brown of Leverate.
In this conversation, we sit down with Drew Niv, CSO at ATFX Connect and one of the most influential figures in modern FX.
We speak about market structure, the institutional view on liquidity, and the sharp rise of prop trading, a sector Drew has been commenting on in recent months. Drew explains why he once dismissed prop trading, why his view changed, and what he now thinks the model means for brokers, clients and risk managers.
We explore subscription-fee dependency, the high reneging rate, and the long-term challenge: how brokers can build a more stable and honest version of the model. Drew also talks about the traffic advantage standalone prop firms have built and why brokers may still win in the long run if they take the right approach.
In this conversation, we sit down with Drew Niv, CSO at ATFX Connect and one of the most influential figures in modern FX.
We speak about market structure, the institutional view on liquidity, and the sharp rise of prop trading, a sector Drew has been commenting on in recent months. Drew explains why he once dismissed prop trading, why his view changed, and what he now thinks the model means for brokers, clients and risk managers.
We explore subscription-fee dependency, the high reneging rate, and the long-term challenge: how brokers can build a more stable and honest version of the model. Drew also talks about the traffic advantage standalone prop firms have built and why brokers may still win in the long run if they take the right approach.
In this conversation, we sit down with Drew Niv, CSO at ATFX Connect and one of the most influential figures in modern FX.
We speak about market structure, the institutional view on liquidity, and the sharp rise of prop trading, a sector Drew has been commenting on in recent months. Drew explains why he once dismissed prop trading, why his view changed, and what he now thinks the model means for brokers, clients and risk managers.
We explore subscription-fee dependency, the high reneging rate, and the long-term challenge: how brokers can build a more stable and honest version of the model. Drew also talks about the traffic advantage standalone prop firms have built and why brokers may still win in the long run if they take the right approach.
In this conversation, we sit down with Drew Niv, CSO at ATFX Connect and one of the most influential figures in modern FX.
We speak about market structure, the institutional view on liquidity, and the sharp rise of prop trading, a sector Drew has been commenting on in recent months. Drew explains why he once dismissed prop trading, why his view changed, and what he now thinks the model means for brokers, clients and risk managers.
We explore subscription-fee dependency, the high reneging rate, and the long-term challenge: how brokers can build a more stable and honest version of the model. Drew also talks about the traffic advantage standalone prop firms have built and why brokers may still win in the long run if they take the right approach.
Executive Interview | Remonda Z. Kirketerp Møller| CEO & Founder Muinmos | FMLS:25
Executive Interview | Remonda Z. Kirketerp Møller| CEO & Founder Muinmos | FMLS:25
Executive Interview | Remonda Z. Kirketerp Møller| CEO & Founder Muinmos | FMLS:25
Executive Interview | Remonda Z. Kirketerp Møller| CEO & Founder Muinmos | FMLS:25
Executive Interview | Remonda Z. Kirketerp Møller| CEO & Founder Muinmos | FMLS:25
Executive Interview | Remonda Z. Kirketerp Møller| CEO & Founder Muinmos | FMLS:25
In this interview, Remonda Z. Kirketerp Møller, founder of Muinmos, breaks down the state of AI in regtech and what responsible adoption really looks like for brokers. We talk about rising fragmentation, the pressures around compliance accuracy, and why most firms are still in the early stages of AI maturity.
Ramanda also shares insights on regulator sandboxes, shifting expectations around accountability, and the current reality of MiCA licensing and passporting in Europe.
A concise look at where compliance, onboarding, and AI-driven processes are heading next.
In this interview, Remonda Z. Kirketerp Møller, founder of Muinmos, breaks down the state of AI in regtech and what responsible adoption really looks like for brokers. We talk about rising fragmentation, the pressures around compliance accuracy, and why most firms are still in the early stages of AI maturity.
Ramanda also shares insights on regulator sandboxes, shifting expectations around accountability, and the current reality of MiCA licensing and passporting in Europe.
A concise look at where compliance, onboarding, and AI-driven processes are heading next.
In this interview, Remonda Z. Kirketerp Møller, founder of Muinmos, breaks down the state of AI in regtech and what responsible adoption really looks like for brokers. We talk about rising fragmentation, the pressures around compliance accuracy, and why most firms are still in the early stages of AI maturity.
Ramanda also shares insights on regulator sandboxes, shifting expectations around accountability, and the current reality of MiCA licensing and passporting in Europe.
A concise look at where compliance, onboarding, and AI-driven processes are heading next.
In this interview, Remonda Z. Kirketerp Møller, founder of Muinmos, breaks down the state of AI in regtech and what responsible adoption really looks like for brokers. We talk about rising fragmentation, the pressures around compliance accuracy, and why most firms are still in the early stages of AI maturity.
Ramanda also shares insights on regulator sandboxes, shifting expectations around accountability, and the current reality of MiCA licensing and passporting in Europe.
A concise look at where compliance, onboarding, and AI-driven processes are heading next.
In this interview, Remonda Z. Kirketerp Møller, founder of Muinmos, breaks down the state of AI in regtech and what responsible adoption really looks like for brokers. We talk about rising fragmentation, the pressures around compliance accuracy, and why most firms are still in the early stages of AI maturity.
Ramanda also shares insights on regulator sandboxes, shifting expectations around accountability, and the current reality of MiCA licensing and passporting in Europe.
A concise look at where compliance, onboarding, and AI-driven processes are heading next.
In this interview, Remonda Z. Kirketerp Møller, founder of Muinmos, breaks down the state of AI in regtech and what responsible adoption really looks like for brokers. We talk about rising fragmentation, the pressures around compliance accuracy, and why most firms are still in the early stages of AI maturity.
Ramanda also shares insights on regulator sandboxes, shifting expectations around accountability, and the current reality of MiCA licensing and passporting in Europe.
A concise look at where compliance, onboarding, and AI-driven processes are heading next.
In this conversation, we speak with Aydin Bonabi, CEO and co-founder of Surveill, a firm focused on fraud detection and AI-driven compliance tools for financial institutions.
We start with Aydin’s view of the Summit and the challenges brokers face as fraud tactics grow more complex. He explains how firms can stay ahead through real-time signals, data patterns, and early-stage detection.
We also talk about AI training and why compliance teams often struggle to keep models accurate, fair, and aligned with regulatory expectations. Aydin breaks down what “good” AI training looks like inside a financial environment, including the importance of clean data, domain expertise, and human oversight.
He closes with a clear message: fraud is scaling, and so must the tools that stop it.
In this conversation, we speak with Aydin Bonabi, CEO and co-founder of Surveill, a firm focused on fraud detection and AI-driven compliance tools for financial institutions.
We start with Aydin’s view of the Summit and the challenges brokers face as fraud tactics grow more complex. He explains how firms can stay ahead through real-time signals, data patterns, and early-stage detection.
We also talk about AI training and why compliance teams often struggle to keep models accurate, fair, and aligned with regulatory expectations. Aydin breaks down what “good” AI training looks like inside a financial environment, including the importance of clean data, domain expertise, and human oversight.
He closes with a clear message: fraud is scaling, and so must the tools that stop it.
In this conversation, we speak with Aydin Bonabi, CEO and co-founder of Surveill, a firm focused on fraud detection and AI-driven compliance tools for financial institutions.
We start with Aydin’s view of the Summit and the challenges brokers face as fraud tactics grow more complex. He explains how firms can stay ahead through real-time signals, data patterns, and early-stage detection.
We also talk about AI training and why compliance teams often struggle to keep models accurate, fair, and aligned with regulatory expectations. Aydin breaks down what “good” AI training looks like inside a financial environment, including the importance of clean data, domain expertise, and human oversight.
He closes with a clear message: fraud is scaling, and so must the tools that stop it.
In this conversation, we speak with Aydin Bonabi, CEO and co-founder of Surveill, a firm focused on fraud detection and AI-driven compliance tools for financial institutions.
We start with Aydin’s view of the Summit and the challenges brokers face as fraud tactics grow more complex. He explains how firms can stay ahead through real-time signals, data patterns, and early-stage detection.
We also talk about AI training and why compliance teams often struggle to keep models accurate, fair, and aligned with regulatory expectations. Aydin breaks down what “good” AI training looks like inside a financial environment, including the importance of clean data, domain expertise, and human oversight.
He closes with a clear message: fraud is scaling, and so must the tools that stop it.
In this conversation, we speak with Aydin Bonabi, CEO and co-founder of Surveill, a firm focused on fraud detection and AI-driven compliance tools for financial institutions.
We start with Aydin’s view of the Summit and the challenges brokers face as fraud tactics grow more complex. He explains how firms can stay ahead through real-time signals, data patterns, and early-stage detection.
We also talk about AI training and why compliance teams often struggle to keep models accurate, fair, and aligned with regulatory expectations. Aydin breaks down what “good” AI training looks like inside a financial environment, including the importance of clean data, domain expertise, and human oversight.
He closes with a clear message: fraud is scaling, and so must the tools that stop it.
In this conversation, we speak with Aydin Bonabi, CEO and co-founder of Surveill, a firm focused on fraud detection and AI-driven compliance tools for financial institutions.
We start with Aydin’s view of the Summit and the challenges brokers face as fraud tactics grow more complex. He explains how firms can stay ahead through real-time signals, data patterns, and early-stage detection.
We also talk about AI training and why compliance teams often struggle to keep models accurate, fair, and aligned with regulatory expectations. Aydin breaks down what “good” AI training looks like inside a financial environment, including the importance of clean data, domain expertise, and human oversight.
He closes with a clear message: fraud is scaling, and so must the tools that stop it.
Exness expands its presence in Africa: Inside our interview with Paul Margarites in Cape Town
Exness expands its presence in Africa: Inside our interview with Paul Margarites in Cape Town
Exness expands its presence in Africa: Inside our interview with Paul Margarites in Cape Town
Exness expands its presence in Africa: Inside our interview with Paul Margarites in Cape Town
Exness expands its presence in Africa: Inside our interview with Paul Margarites in Cape Town
Exness expands its presence in Africa: Inside our interview with Paul Margarites in Cape Town
Finance Magnates met with Paul Margarites, Exness regional commercial director for Sub-Saharan Africa, during a visit to the firm’s office opening in Cape Town. In this talk, led by Andrea Badiola Mateos, Co-CEO at Finance Magnates, Paul shares views on the South African trading space, local user behavior, mobile trends, regulation, team growth, and how Exness plans to grow in more markets across the region. @Exness
Read the article at: https://www.financemagnates.com/thought-leadership/exness-expands-its-presence-in-africa-inside-our-interview-with-paul-margarites/
#exness #financemagnates #exnesstrading #CFDtrading #tradeonline #africanews #capetown
Finance Magnates met with Paul Margarites, Exness regional commercial director for Sub-Saharan Africa, during a visit to the firm’s office opening in Cape Town. In this talk, led by Andrea Badiola Mateos, Co-CEO at Finance Magnates, Paul shares views on the South African trading space, local user behavior, mobile trends, regulation, team growth, and how Exness plans to grow in more markets across the region. @Exness
Read the article at: https://www.financemagnates.com/thought-leadership/exness-expands-its-presence-in-africa-inside-our-interview-with-paul-margarites/
#exness #financemagnates #exnesstrading #CFDtrading #tradeonline #africanews #capetown
Finance Magnates met with Paul Margarites, Exness regional commercial director for Sub-Saharan Africa, during a visit to the firm’s office opening in Cape Town. In this talk, led by Andrea Badiola Mateos, Co-CEO at Finance Magnates, Paul shares views on the South African trading space, local user behavior, mobile trends, regulation, team growth, and how Exness plans to grow in more markets across the region. @Exness
Read the article at: https://www.financemagnates.com/thought-leadership/exness-expands-its-presence-in-africa-inside-our-interview-with-paul-margarites/
#exness #financemagnates #exnesstrading #CFDtrading #tradeonline #africanews #capetown
Finance Magnates met with Paul Margarites, Exness regional commercial director for Sub-Saharan Africa, during a visit to the firm’s office opening in Cape Town. In this talk, led by Andrea Badiola Mateos, Co-CEO at Finance Magnates, Paul shares views on the South African trading space, local user behavior, mobile trends, regulation, team growth, and how Exness plans to grow in more markets across the region. @Exness
Read the article at: https://www.financemagnates.com/thought-leadership/exness-expands-its-presence-in-africa-inside-our-interview-with-paul-margarites/
#exness #financemagnates #exnesstrading #CFDtrading #tradeonline #africanews #capetown
Finance Magnates met with Paul Margarites, Exness regional commercial director for Sub-Saharan Africa, during a visit to the firm’s office opening in Cape Town. In this talk, led by Andrea Badiola Mateos, Co-CEO at Finance Magnates, Paul shares views on the South African trading space, local user behavior, mobile trends, regulation, team growth, and how Exness plans to grow in more markets across the region. @Exness
Read the article at: https://www.financemagnates.com/thought-leadership/exness-expands-its-presence-in-africa-inside-our-interview-with-paul-margarites/
#exness #financemagnates #exnesstrading #CFDtrading #tradeonline #africanews #capetown
Finance Magnates met with Paul Margarites, Exness regional commercial director for Sub-Saharan Africa, during a visit to the firm’s office opening in Cape Town. In this talk, led by Andrea Badiola Mateos, Co-CEO at Finance Magnates, Paul shares views on the South African trading space, local user behavior, mobile trends, regulation, team growth, and how Exness plans to grow in more markets across the region. @Exness
Read the article at: https://www.financemagnates.com/thought-leadership/exness-expands-its-presence-in-africa-inside-our-interview-with-paul-margarites/
#exness #financemagnates #exnesstrading #CFDtrading #tradeonline #africanews #capetown
Executive Interview | Jas Shah | FMLS:25
Executive Interview | Jas Shah | FMLS:25
Executive Interview | Jas Shah | FMLS:25
Executive Interview | Jas Shah | FMLS:25
Executive Interview | Jas Shah | FMLS:25
Executive Interview | Jas Shah | FMLS:25
Interview with Jas Shah
Builder | Adviser | Fintech Writer | Product Strategist
In this episode, Jonathan Fine sat down with Jas Shah, one of the most thoughtful voices in global fintech. Known for his work across advisory, product, stablecoins, and his widely read writing, Jas brings a rare combination of industry insight and plain-spoken clarity.
We talk about his first impression of the Summit, the projects that keep him busy today, and how they connect to the stablecoin panel he joined. Jas shares his view on the link between fintech, wealthtech and retail brokers, especially as firms like Revolut, eToro and Trading212 blur long-standing lines in the market.
We also explore what stablecoin adoption might look like for retail investment platforms, including a few product and UX angles that are not obvious at first glance.
To close, Jas explains how he thinks about writing, and how he approaches “shipping” pieces that spark debate across the industry.
Interview with Jas Shah
Builder | Adviser | Fintech Writer | Product Strategist
In this episode, Jonathan Fine sat down with Jas Shah, one of the most thoughtful voices in global fintech. Known for his work across advisory, product, stablecoins, and his widely read writing, Jas brings a rare combination of industry insight and plain-spoken clarity.
We talk about his first impression of the Summit, the projects that keep him busy today, and how they connect to the stablecoin panel he joined. Jas shares his view on the link between fintech, wealthtech and retail brokers, especially as firms like Revolut, eToro and Trading212 blur long-standing lines in the market.
We also explore what stablecoin adoption might look like for retail investment platforms, including a few product and UX angles that are not obvious at first glance.
To close, Jas explains how he thinks about writing, and how he approaches “shipping” pieces that spark debate across the industry.
Interview with Jas Shah
Builder | Adviser | Fintech Writer | Product Strategist
In this episode, Jonathan Fine sat down with Jas Shah, one of the most thoughtful voices in global fintech. Known for his work across advisory, product, stablecoins, and his widely read writing, Jas brings a rare combination of industry insight and plain-spoken clarity.
We talk about his first impression of the Summit, the projects that keep him busy today, and how they connect to the stablecoin panel he joined. Jas shares his view on the link between fintech, wealthtech and retail brokers, especially as firms like Revolut, eToro and Trading212 blur long-standing lines in the market.
We also explore what stablecoin adoption might look like for retail investment platforms, including a few product and UX angles that are not obvious at first glance.
To close, Jas explains how he thinks about writing, and how he approaches “shipping” pieces that spark debate across the industry.
Interview with Jas Shah
Builder | Adviser | Fintech Writer | Product Strategist
In this episode, Jonathan Fine sat down with Jas Shah, one of the most thoughtful voices in global fintech. Known for his work across advisory, product, stablecoins, and his widely read writing, Jas brings a rare combination of industry insight and plain-spoken clarity.
We talk about his first impression of the Summit, the projects that keep him busy today, and how they connect to the stablecoin panel he joined. Jas shares his view on the link between fintech, wealthtech and retail brokers, especially as firms like Revolut, eToro and Trading212 blur long-standing lines in the market.
We also explore what stablecoin adoption might look like for retail investment platforms, including a few product and UX angles that are not obvious at first glance.
To close, Jas explains how he thinks about writing, and how he approaches “shipping” pieces that spark debate across the industry.
Interview with Jas Shah
Builder | Adviser | Fintech Writer | Product Strategist
In this episode, Jonathan Fine sat down with Jas Shah, one of the most thoughtful voices in global fintech. Known for his work across advisory, product, stablecoins, and his widely read writing, Jas brings a rare combination of industry insight and plain-spoken clarity.
We talk about his first impression of the Summit, the projects that keep him busy today, and how they connect to the stablecoin panel he joined. Jas shares his view on the link between fintech, wealthtech and retail brokers, especially as firms like Revolut, eToro and Trading212 blur long-standing lines in the market.
We also explore what stablecoin adoption might look like for retail investment platforms, including a few product and UX angles that are not obvious at first glance.
To close, Jas explains how he thinks about writing, and how he approaches “shipping” pieces that spark debate across the industry.
Interview with Jas Shah
Builder | Adviser | Fintech Writer | Product Strategist
In this episode, Jonathan Fine sat down with Jas Shah, one of the most thoughtful voices in global fintech. Known for his work across advisory, product, stablecoins, and his widely read writing, Jas brings a rare combination of industry insight and plain-spoken clarity.
We talk about his first impression of the Summit, the projects that keep him busy today, and how they connect to the stablecoin panel he joined. Jas shares his view on the link between fintech, wealthtech and retail brokers, especially as firms like Revolut, eToro and Trading212 blur long-standing lines in the market.
We also explore what stablecoin adoption might look like for retail investment platforms, including a few product and UX angles that are not obvious at first glance.
To close, Jas explains how he thinks about writing, and how he approaches “shipping” pieces that spark debate across the industry.
