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Data Machina #261 – by Carlos

Data Machina #261 – by Carlos

Generative AI + Time-Series Forecasting? Many world-class organisations are starting to invest in new GenAI+TS forecasting methods that involve for example: developing new specialised VAEs, using Vision-Language Models, pre-training the model with trillions of TS data points, or incorporating text embedding and tokenisation into the TS forecasting method. Checkout these 6 very recent, interesting papers

How to Become Immortal Using AI?...

How to Become Immortal Using AI?…

We all leave traces behind: emails, text messages, photos, voice notes. But what if you could go one step further? What if your loved ones could still talk to you after you’re gone? Thanks to advances in artificial intelligence, digital immortality is no longer the stuff of science fiction. It’s becoming technically possible to create custom AIs

Primitive Problem Solving Methods – by...

Primitive Problem Solving Methods – by…

An Epistemologist is attempting a formalization of Holism? This can’t end well. Just to recap the definitions I use, Reductionism is the use of Models Holism is the avoidance of Models In Reductionist problem solving, a human explores a problem domain until they understand it. This exploration is done before they have any Models, using

Synthetic data for next-generation fraud detection...

Synthetic data for next-generation fraud detection…

Financial fraud is a high-stakes issue in banking, where schemes are becoming increasingly sophisticated and costly. As a result, detecting anomalies quickly and accurately is a top priority. But traditional data-driven fraud detection models face challenges such as data scarcity, privacy constraints, and model bias. This is where synthetic data emerges as a powerful enabler

You, Me, and My AI-Generated Alternate...

You, Me, and My AI-Generated Alternate…

@azusagakuyuki is a young Japanese motorcyclist with long hair, a delicate chin, and 33,000 Twitter followers. There, she posts pictures of herself in a biker shirt, posing in front of her gleaming red-and-blue Yamaha Telkor on dirt roads and hilltops and misty beaches. She’s beautiful, adventurous, and envy-inducing.  But one day, she accidentally posted a

The Backwards Conversation (part 1 of...

The Backwards Conversation (part 1 of…

Most conversations between decision makers and data professionals begin back-to-front If you’re a decision maker who wants to make the best use of data and other information resources, such as artificial intelligence (AI), to support your decisions, chances are that conversations between you and your data analysts is happening back-to-front. Data analysts should encourage us

Why AI-Driven Logistics and Supply Chains...

Why AI-Driven Logistics and Supply Chains…

Modern supply chains are extremely complex, intricate, and expansive, comprising many parties (like brokers, shippers, and warehouses) that must communicate and operate in a timely and organized manner. Like any ecosystem, one small disruption can affect the larger environment in unexpected and ruinous ways. Consequently, many enterprises have incorporated artificial intelligence (AI)-powered systems and applications

Unbabel’s Latest Releases – Q2 2024...

Unbabel’s Latest Releases – Q2 2024…

At Unbabel, we’re always working to improve the way our customers manage their global communications. This quarter, we launched several new features designed to enhance translation quality, streamline workflows, and boost security. Whether you’re a long-time customer or just getting started, these updates will help you achieve more with less effort. Quality Estimation in Polyglot

Battling next-gen financial fraud  | MIT...

Battling next-gen financial fraud  | MIT…

Synthetic identity fraud now costs banks $6 billion a year, making it the fastest-growing financial crime in the US Criminals are able to exploit personal data breaches to fabricate “Frankenstein IDs.” Cheap credential-stuffing software can be used to test thousands of stolen credentials across multiple platforms in a matter of minutes. And text-to-speech tools powered

Empowering Mid-Market Retailers with AI

Empowering Mid-Market Retailers with AI

Mid-market retailers operate in a uniquely demanding position. They are ambitious, agile, and poised for growth but often lack the scale and tech resources of enterprise retailers. At the same time, customer expectations keep rising, and competition from both global giants and niche DTC players intensifies. Artificial intelligence is emerging as a powerful tool to

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