venturebeat

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 Discover Copy

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venturebeat

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 [...]

Match Score: 295.18

venturebeat

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 [...]

Match Score: 71.46

venturebeat

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 [...]

Match Score: 59.61

venturebeat

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 [...]

Match Score: 53.96

venturebeat

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 [...]

Match Score: 39.49

venturebeat

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 [...]

Match Score: 37.45

venturebeat

2025-10-08

To scale agentic AI, Notion tore down its tech stack and started fresh

Many organizations would be hesitant to overhaul their tech stack and start from scratch. <br /> <br /> Not Notion. <br /> <br /> For the 3.0 version of its productivity softwa [...]

Match Score: 37.25

venturebeat

2025-10-01

Databricks set to accelerate agentic AI by up to 100x with ‘Mooncake’ technology — no ETL pipelines for analytics and AI

Many enterprises running PostgreSQL databases for their applications face the same expensive reality. When they need to analyze that operational data or feed it to AI models, they build ETL (Extract, [...]

Match Score: 35.38

venturebeat

2025-11-07

NYU’s new AI architecture makes high-quality image generation faster and cheaper

Researchers at New York University have developed a new architecture for diffusion models that improves the semantic representation of the images they generate. “Diffusion Transformer with Represent [...]

Match Score: 33.80