2025-10-04
Beyond Von Neumann: Toward a unified deterministic architecture
A cycle-accurate alternative to speculation — unifying scalar, vector and matrix compute
For more than half a century, computing has relied on the Von Neumann or Harvard model. Nearly every modern chip — CPUs, GPUs and even many specialized accelerators — derives from this design. Over time, new architectures like Very Long Instruction Word (VLIW), dataflow processors and GPUs were introduced to address specific performance bottlenecks, but none offered a comprehensive alternative to the paradigm itself.
A new approach called
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2025-11-02
Moving past speculation: How deterministic CPUs deliver predictable AI performance
For more than three decades, modern CPUs have relied on speculative execution to keep pipelines full. When it emerged in the 1990s, speculation was hailed as a breakthrough — just as pipelining and [...]
2025-12-02
Metroid Prime 4: Beyond review: an excellent modernization, but not a total reinvention
It’s been 18 years since the last Metroid Prime game, but I felt right at home in Metroid Prime 4: Beyond. Almost too at home. Whether fighting my way through a volcano, exploring a research base in [...]
2025-12-26
The enterprise voice AI split: Why architecture — not model quality — defines your compliance posture
For the past year, enterprise decision-makers have faced a rigid architectural trade-off in voice AI: adopt a "Native" speech-to-speech (S2S) model for speed and emotional fidelity, or stick [...]
2025-12-24
OpenAI admits prompt injection is here to stay as enterprises lag on defenses
It's refreshing when a leading AI company states the obvious. In a detailed post on hardening ChatGPT Atlas against prompt injection, OpenAI acknowledged what security practitioners have known fo [...]
2025-11-03
The beginning of the end of the transformer era? Neuro-symbolic AI startup AUI announces new funding at $750M valuation
The buzzed-about but still stealthy New York City startup Augmented Intelligence Inc (AUI), which seeks to go beyond the popular "transformer" architecture used by most of today's LLMs [...]
2025-11-04
Attention ISN'T all you need?! New Qwen3 variant Brumby-14B-Base leverages Power Retention technique
When the transformer architecture was introduced in 2017 in the now seminal Google paper "Attention Is All You Need," it became an instant cornerstone of modern artificial intelligence. Ever [...]
2025-10-05
Replacing coders with AI? Why Bill Gates, Sam Altman and experience say you shouldn’t.
In the race to automate everything – from customer service to code – AI is being heralded as a silver bullet. The narrative is seductive: AI tools that can write entire applications, streamline en [...]
2025-11-23
Lean4: How the theorem prover works and why it's the new competitive edge in AI
Large language models (LLMs) have astounded the world with their capabilities, yet they remain plagued by unpredictability and hallucinations – confidently outputting incorrect information. In high- [...]
2026-01-01
Four AI research trends enterprise teams should watch in 2026
The AI narrative has mostly been dominated by model performance on key industry benchmarks. But as the field matures and enterprises look to draw real value from advances in AI, we’re seeing paralle [...]