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 [...]
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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 [...]
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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- [...]
2025-11-27
Lego Black Friday deals are live: Save up to 44 percent on Star Wars, Disney, Harry Potter and other sets during the biggest holiday sale
Whether you're looking for a gift for yourself or the kids in your life, Black Friday and Cyber Monday are the year's best time to score a Lego set or two. Lego is always expensive, but duri [...]
2025-11-17
For AI to succeed in the SOC, CISOs need to remove legacy walls now
What separates the SOCs getting results from their AI strategies from those that don't begins with CISOs who take ownership of AI initiatives and anticipate roadblocks early, systematically demol [...]
2025-11-12
Baidu just dropped an open-source multimodal AI that it claims beats GPT-5 and Gemini
Baidu Inc., China's largest search engine company, released a new artificial intelligence model on Monday that its developers claim outperforms competitors from Google and OpenAI on several visio [...]