It’s been 20 years since the late Superman actor Christopher Reeve damaged his spinal cord in a riding accident. Now, a potential breakthrough could solve the mystery of treating the injury.

But what’s most impressive is not what they discovered: a link between the long-term recovery of victims and high blood pressure. It’s how they discovered it.

They didn’t conduct a new study. They mined $60 million of basic research that had basically been discarded 20 years ago.

Using mathematical and machine learning techniques not previously available, researchers combed through the raw data of multiple studies on over 3,000 animals.

At the time these studies were originally conducted, there were too many variables for researchers to find successful results.

But with new computing techniques, this once unusable data now offers fresh insights.

Think about that. They didn’t discover anything new. They just found new ways to use old information. It’s more than a breakthrough in medical treatment.

It has the potential to transform medical science.

The difference between this and, say, the traditional human-based, hypothesis-driven science is a simply one: humans are prone to bias and error. Computers aren’t. And the software discovers patterns in large datasets – something humans just aren’t equipped to do. Then it tees up the results in a network diagram for further analysis.

It’s nothing short of remarkable!

The firm behind this software is Ayasdi. It uses a technique called topological data analysis, or TDA for short, developed my Stanford mathematician and Ayasdi co-founder Gunnar Carlsson.

There comes a point when the traditional mode of science can only go so far. As Ayasdi CEO Gurjeet Sigh puts it: “Traditionally, you have to be lucky, and then you have to have a stroke of insight. But the probability of being lucky is lower and lower over time, so you need these systems to do that work for you.”

That’s why I used my systems engineering background to make better trading decisions – using a system that sifts through social media chatter. It’s the same principle as what these doctors did by finding patterns in complex data.

And let’s face it – the stock market is one complex mine of data! That’s why we use systems to get a leg up, and how we bring strong profit opportunities to subscribers.

The content of our articles is based on what we’ve learned as financial journalists. We do not offer personalized investment advice: you should not base investment decisions solely on what you read here. It’s your money and your responsibility. Our track record is based on hypothetical results and may not reflect the same results as actual trades. Likewise, past performance is no guarantee of future returns. Certain investments such as futures, options, and currency trading carry large potential rewards but also large potential risk. Don’t trade in these markets with money you can’t afford to lose. Delray Publishing LLC expressly forbids its writers from having a financial interest in their own securities or commodities recommendations to readers.

Feed news

Latest Forex Analysis

Latest Forex Analysis

Editors’ Picks

EUR/USD: Bulls battle 200-day EMA ahead of US PCE Inflation

EUR/USD is holding onto the recent recovery above 1.1900, up for first weekly gain in four. US dollar ignores firmer Treasury yields on fears of the PCE inflation gauge confirming the Fed’s hawkish tilt. Risk appetite remains positive, as Biden’s stimulus joins EU-UK trade optimism. Fedspeak eyed as well.


GBP/USD attempts recovery toward 1.3950 as USD softens ahead of PCE data

GBP/USD bounces towards 1.3950, as the US dollar eases across the board amid risk-on mood. US infrastructure stimulus deal lifts the sentiment, as the pound recovers from the dovish BOE-led blow. Mixed updates on Brexit, Delta Plus covid variant keeps bears hopeful.


Gold not out of the woods yet, focus on US PCE inflation

Gold price fell on Thursday after witnessing yet another day of choppy trading while maintaining familiar levels below the $1800 level. The up and down moves could be largely associated to the Fed’s expectations on the monetary policy.

Gold News

Cardano eyes another 15% upswing

Cardano price rallied significantly over the past 24 hours in an attempt to recover the losses piled up after the recent crash. Although a minor retracement seems likely after a quick run-up, the uptrend appears to be intact.

Read more

US PCE inflation preview: Data likely to reaffirm FOMC's hawkish tilt

The US Bureau of Economic Analysis will release the PCE inflation report on Friday, June 25. Markets expect the Core PCE Price Index, the Federal Reserve’s preferred gauge of inflation, to rise to 3.4% on a yearly basis in May from 3.1% in April.

Read more