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James Corcoran

James Corcoran
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 transition

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 rumored

By James Corcoran 05 Mar 2025
Weekly 3x3: CME to launch Solana futures. Texas needs reactors. ChatGPT beats DeepSeek on stock predictions.

Weekly 3x3

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
Weekly 3x3: Chips act is dead. Vance on AI opportunity. Hardware-aligned models.

Weekly 3x3

Weekly 3x3: Chips act is dead. Vance on AI opportunity. Hardware-aligned models.

Stagflation risk is back on the agenda as chip policy wobbles and pressure builds to reshore manufacturing. In AI, leaders warn against overregulation, hyperscalers move into chip design, and research pushes long-context efficiency and reasoning under constraints.

By James Corcoran 20 Feb 2025
Train smarter, not harder: Clever combinations of existing techniques are driving the next wave of AI optimization

AI

Train smarter, not harder: Clever combinations of existing techniques are driving the next wave of AI optimization

The buzz around DeepSeek is undeniable, and for good reason. But the really extraordinary thing isn't some magical new algorithm. It's their clever application and combination of existing techniques. DeepSeek has shown us that there’s still plenty of optimization out there to discover. Their approach

By James Corcoran 10 Feb 2025
Total recall, AI edition: How caching enhances LLM interactions

AI

Total recall, AI edition: How caching enhances LLM interactions

The field of Large Language Model (LLM) application development is a hotbed of innovation, with researchers and engineers constantly developing new software engineering practices and architectural patterns to optimize performance. Retrieval-Augmented Generation (RAG) was a significant early advancement, enabling LLMs to access and integrate external knowledge. However, for long-context LLMs,

By James Corcoran 07 Feb 2025
Thinking through paradoxes: Less is more

Blog

Thinking through paradoxes: Less is more

If your LinkedIn feed is anything like mine, you’ll have read a lot about Jevons Paradox over the last few days. This paradox suggests that increasing the efficiency of resource use can sometimes lead to an increase in overall consumption. In the context of AI, this means that even

By James Corcoran 05 Feb 2025
Frugal computing FTW: Resourceful engineering in a hardware-constrained world

AI

Frugal computing FTW: Resourceful engineering in a hardware-constrained world

AI is evolving rapidly, with new models and engineering techniques emerging thick and fast. Recently, a Chinese company called DeepSeek has been making waves, not just for the impressive results they've achieved, but for how they've achieved them. Their approach offers a valuable lesson in innovation,

By James Corcoran 03 Feb 2025
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