A collection of essays and notes from SpeakEZ's Lab
A startup’s gene analysis samples nearly melted because someone confused Fahrenheit and Celsius in their monitoring system. A Mars orbiter crashed because of mixed metric and imperial units. Medication dosing errors have killed patients due to milligrams versus micrograms confusion. These aren’t edge cases - they’re symptoms of a fundamental problem in how we build mission-critical systems: Most software treats types as an afterthought rather than a first line of defense.
Read MoreThe advent of sub-quadratic AI models, heterogeneous computing, and unified memory architectures represents a pivotal …
The software industry never stands still. While in most cases this translates to technological advance, it also brings …
The AI industry stands at an inflection point. As detailed in our “Beyond Transformers” analysis, the …
The world got a wake-up call this week due to Bloomberg’s investigation into how “tiny middlemen” in …
The Fidelity framework’s Farscape CLI addresses a pressing challenge in modern software development: how to …
When we set out to design the Firefly compiler for the Fidelity Framework, one of our core goals was to produce truly …
The cybersecurity landscape has shifted dramatically in recent years, with memory safety vulnerabilities accounting for …
The debate over higher-kinded types (HKTs) in F# reveals fundamental tensions between theoretical elegance and practical …
In our work to bring F# to systems programming, we’re pursuing a vision of sophisticated memory management outside …
In 1993, while the tech world marveled at the newly-freed World Wide Web and debated the coming “Information …
The Firefly compiler represents a fundamental shift in how F# code gets compiled to native executables. Unlike …
The software industry has perfected a peculiar form of value extraction that emerges not through direct coercion or …
The Fidelity Framework and its ecosystem of technologies represent more than technical achievements, they embody our …
As we’ve established in previous entries, FidelityUI’s zero-allocation approach provides an elegant solution …
The Fidelity framework represents an ambitious project to bring F# to native compilation without runtime dependencies. …
The journey of creating a native UI framework for F# presents a fascinating challenge: how do we preserve the elegant, …
The future of AI inference lies not in ever-larger transformer models demanding massive GPU clusters, but in a diverse …
As a companion to our exploration of CXL and memory coherence, this article examines how the Fidelity framework could …
The Fidelity framework introduces a revolutionary approach to building desktop applications with F#, enabling developers …
The “byref problem” in .NET represents one of the most fundamental performance bottlenecks in managed …
At the intersection of two powerful but largely separate computing paradigms stands the Fidelity framework, a …
SpeakEZ’s Fidelity framework with its innovative BAREWire technology is uniquely positioned to take advantage of …
Here at SpeakEZ AI, we’re working on innovative approaches to distributed training of models that look beyond the …
Creating software with strong correctness guarantees has traditionally forced developers to choose between practical …
Here at SpeakEZ we’re rethinking how developers interact with memory management in systems programming. The …
We at SpeakEZ have been working on the Fidelity framework for a while, and it’s been a journey to find the right …
For .NET developers, the term “frontend” already carries rich meaning. It might evoke XAML-based …
The promise of functional programming has always been apparent: write code that expresses a process to an end result, …
The computing landscape has undergone seismic shifts over the past three decades, yet many of our foundational software …
The journey from managed code to native compilation in F# represents a significant architectural shift. As the Fidelity …
In the world of cryptography, a storm is brewing. Quantum computing, once a theoretical curiosity, has been steadily …
The computing landscape stands at an inflection point. AI accelerators are reshaping our expectations of performance …
The Fidelity framework aims to create a novel approach to building desktop applications with F#, enabling developers to …
When Simon Peyton Jones, one of the creators of Haskell and a renowned researcher in functional programming, explains …
In the coming waves of “AI” innovation, the computing landscape will continue to fragment into an …
The computing world has fragmented into specialized ecosystems - embedded systems demand byte-level control, mobile …
The AI industry is experiencing a profound shift in how computational resources are allocated and optimized. While the …
The embedded systems industry has operated under a fundamental assumption for decades: achieving hardware control …
Erlang emerged in the late 1980s at Ericsson, during an epoch when distributed systems were in their infancy and …
The Rust programming ecosystem has changed how the software industry thinks about memory management. By pioneering its …
At SpeakEZ, we are working on transformative approaches to transfer learning that combine convolutional neural networks …
In the world of artificial intelligence, a quiet revolution is taking place. For more than a decade, the presumed …
The .NET platform introduced the concept of assemblies over two decades ago, a fundamental building block that has …
A recent ONNX conference presentation reveals an illuminating reality about the current state of AI development …
In the crowded space of modern programming languages, newcomers like Mojo have generated significant buzz by promising …
This entry examines the architectural rationale behind avoiding the creation of yet another managed runtime system, …