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James Corcoran

James Corcoran
The global AI race: Chips, capital, and kilowatts

AI

The global AI race: Chips, capital, and kilowatts

The AI arms race is shaping up like a three-way tug-of-war — and it’s not yet clear who’s going to fall in the mud first. The US, the Middle East, and China each bring something essential to the table. But none of them hold all the

By James Corcoran 09 Jun 2025
The great unbundling of data: Open formats and composable platforms

Blog

The great unbundling of data: Open formats and composable platforms

The data warehouse is no longer the centre of gravity. It’s just one node in a growing constellation. Modern data strategies aren’t about centralising everything in one place. They’re about composability—the ability to mix and match components, adapt to change, and build around the edges. At

By James Corcoran 23 May 2025
Fairness in the fast lane: As trading speeds hit new highs, is it possible to keep the playing field level?

Blog

Fairness in the fast lane: As trading speeds hit new highs, is it possible to keep the playing field level?

In financial markets, fairness is easy to believe in but hard to define — especially when you're dealing with electronic trading systems that operate faster than the blink of an eye. For most of history, fairness in trading meant access: If you could make it to the floor of

By James Corcoran 07 May 2025
Decoding the data lakehouse: Why apache parquet and iceberg matter

Blog

Decoding the data lakehouse: Why apache parquet and iceberg matter

The data lakehouse is no longer an experiment. It’s fast becoming the blueprint for enterprise data architecture. At the center of this shift are two open technologies: Apache Parquet and Apache Iceberg. Understanding their role today — and where they’re headed — is critical for sizing the opportunity. Parquet: The

By James Corcoran 26 Apr 2025
Opening the black box: Explaining explainability in AI

AI

Opening the black box: Explaining explainability in AI

I've often found explainability in AI to be an elusive concept—essential, yet difficult to pin down. It underpins trust, adoption, and regulatory compliance, but how does it actually work? A recent paper, Explainable Artificial Intelligence (XAI): From Inherent Explainability to Large Language Models by Fuseini Mumuni and

By James Corcoran 13 Mar 2025
Quantum quests: Marching towards quantum, qubit by qubit

Quantum

Quantum quests: Marching towards quantum, qubit by qubit

The world of quantum computing is experiencing a surge of momentum, with recent announcements from tech giants Amazon and Microsoft adding fuel to the already rapid pace of innovation. These developments, alongside ongoing research breakthroughs, signal a potential transformation in how we approach computation. One of the most significant trends

By James Corcoran 11 Mar 2025
Reserves and stockpiles: US cultivating crypto confidence

Crypto

Reserves and stockpiles: US cultivating crypto confidence

President Trump's recent announcement of a "Crypto Strategic Reserve" has set the cryptocurrency world alight. This initiative outlines plans for the U.S. government to actively engage in the purchase and sale of cryptocurrencies, aiming to establish the nation as a global leader in the digital

By James Corcoran 10 Mar 2025
LLMs get their dance on: Bytedance open-sources Kubernetes-based LLM inferencing platform

AI

LLMs get their dance on: Bytedance open-sources Kubernetes-based LLM inferencing platform

ByteDance's release of AIBrix appears to be a significant advancement in the practical application of Large Language Models (LLMs), particularly within enterprise environments. This Kubernetes-based serving stack, specifically designed to augment vLLM, leverages ByteDance's extensive experience deploying LLMs at scale. The project addresses the critical

By James Corcoran 05 Mar 2025
The great AI knowledge transfer: Apple researchers quantify optimal conditions for teacher-student model distillation

AI

The great AI knowledge transfer: Apple researchers quantify optimal conditions for teacher-student model distillation

Recent discourse within the AI community has centered on model distillation, notably fueled by speculation surrounding DeepSeek's R1 model. Distillation, in essence, is a technique whereby the outputs of a large, high-performing model are utilized to train a smaller, more efficient model. This process, exemplified by the

By James Corcoran 05 Mar 2025
CME to launch Solana futures. Texas needs reactors. ChatGPT beats DeepSeek on stock predictions.

Weekly 3x3

CME to launch Solana futures. Texas needs reactors. ChatGPT beats DeepSeek on stock predictions.

From Solana futures and fragile payments infrastructure to negative power prices and soaring data-center energy demand, markets are testing new edges. AI research pushes into finance and long-context reliability as real-world constraints bite.

By James Corcoran 01 Mar 2025
AI memory reboot: Titans are the new transformers

AI

AI memory reboot: Titans are the new transformers

Think about how we learn. We absorb facts, connect them, remember key details, and build a bigger picture over time. Current AI struggles with this. LLMs are good at processing information in front of them, but they have a hard time remembering things from earlier in a long text or

By James Corcoran 25 Feb 2025
Back to the future in time series forecasting: Sundial points to a new dawn of foundation models

AI

Back to the future in time series forecasting: Sundial points to a new dawn of foundation models

A recent paper from China introduces Sundial, a family of time series models that appears to represent a significant leap forward in time series forecasting. To understand Sundial's potential impact, it's helpful to trace the evolution of this field, which has deep roots stretching back centuries.

By James Corcoran 24 Feb 2025
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James Corcoran

markets, machines & models

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