In episode 20 of Open Source Ready, Brian and John sit down with data engineering and cognitive science expert Vasilije Markovic to explore AI memory and how we can build more intelligent systems. From the challenges of "context rot" to the practical applications of AI memory in construction, education, and finance, this conversation covers how to give your AI the context it truly needs.

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Open Source Ready - Ep. #20, Exploring AI Memory with Vasilije Markovic of Cognee

Dying #LLM

Medium: https://medium.com/@jsmith0475/we-found-something-strange-when-we-connected-two-ai-minds-f66ba37344af
"Alien Intelligence: Coupling AI Minds in High Dimensions" by Dr. Jerry A. Smith details Phase 0 of the Alien Science Observatory (ASO), a research initiative exploring higher-dimensional intelligence in coupled neural networks. The core idea is that AI models operate in vast, unintuitive high-dimensional spaces, and coupling these models can unlock novel forms of computation akin to quantum phenomena. The research presents a theoretical framework grounded in the geometry of high-dimensional spaces and an experimental platform using instrumented Transformers with shared LoRA coupling. Empirical results provide initial support for hypotheses related to interference patterns, representational entanglement, and explainability gaps, suggesting that emergent, "alien" intelligence can arise from these interactions, challenging traditional understandings of AI.

We Found Something Strange When We Connected Two AI Minds

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Towards AI Academy – From Beginner to Advanced LLM + AI Engineering Course Download

Medium Article: https://medium.com/@jsmith0475/flat-facts-curved-beliefs-a-geometric-hypothesis-for-transformer-cognition-5ad6f850ebd5
The article, by Dr. Jerry A. Smith, proposes a geometric hypothesis for transformer cognition, suggesting that beliefs might operate within a curved, hyperbolic mathematical space, unlike factual information which likely resides in a flatter, Euclidean space. This theory attempts to explain why opposing concepts, like "love" and "hate," appear artificially close in traditional, flattened visualizations of transformer's internal representations. The author suggests that different "attention heads" within transformers may specialize in different geometries, with some handling stable facts in Euclidean space and others managing nuanced beliefs in hyperbolic space, which naturally accommodates hierarchies and divergent ideas. The text outlines potential experiments to test this hypothesis, such as measuring geodesic distances between beliefs in a hyperbolic model and analyzing the "tree-like" quality of attention head graphs. Ultimately, this perspective implies that transformers have independently discovered the need for varied geometries to fully represent the complexity of meaning, moving beyond the limitations of simply increasing Euclidean dimensions to accurately model human-like understanding.

Flat Facts, Curved Beliefs: A Geometric Hypothesis for Transformer Cognition

Piers and Andrew chew the phat and agree we're in an AI bubble which could burst at any moment. POP! We ruminate on the future of work and which jobs are stayers in the new paradigm; how AI has shifted employment, not destroyed it. We get esoteric in the uncanny valley of deep fakes, artificial muzak and alien art. We discuss AI's integration into kids' education and the need for guardrails, especially given the tragic suicide of a US teen allegedly egged on by an AI chat bot. We reckon AI needs control and has definite limitations, but should be a force for good.

AI: Over-hyped & Over-feared

Welcome to Middle East AI News by Carrington Malin brought to you by Qualcomm – Qualcomm’s new Engineering Center in Abu Dhabi is driving transformative innovation in IoT, edge AI, and cloud.  In this podcast: UAE’s K2 Think rivals AI reasoning models 20 times larger; Morocco’s UM6P opens new innovation hub in New York; Riyadh’s Intella raises $12.5m to scale Arabic AI

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UAE’s K2 Think rivals AI reasoning models 20 times larger

We’re diving deep into AI at scale with NetApp experts Bobby Oomen and David Arnette. From NVIDIA SuperPod (think AI factories powering massive LLM training) to FlexPod solutions that bring inference into everyday enterprise workloads, we unpack what’s happening at the cutting edge of AI infrastructure.

You’ll hear how NetApp and NVIDIA are collaborating to solve one of AI’s biggest challenges—data management—with tools like SnapMirror, FlexCache, and FlexClone. We also explore why inference is becoming just as important (if not more) than training, and what that shift means for enterprises looking to integrate AI into their operations.

Whether you’re curious about NVIDIA Cloud Partner (NCP) offerings, KV cache innovations, or how Cisco and NetApp are pushing FlexPod into the AI era, this episode is packed with insights you won’t want to miss.

Tune in to learn how enterprises can scale AI securely, efficiently, and flexibly—with NetApp at the core.

Episode 405 - NVIDIA SuperPod Updates - Fall 2025

Dein 2026er Budget steht vor der Tür, aber KI zerlegt gerade Suche, Content und Attribution. Wo investierst du jetzt, damit Sichtbarkeit, Pipeline und Marktanteile nicht wegbrechen?

💡 Das erwartet dich in dieser Folge:
In dieser Folge zeige ich dir eine klare, C-Level-taugliche Agenda für 2026: Wie du Marketingziele aus Business-Zielen ableitest, KI-Sichtbarkeit über Google, LLMs & Social sicherst, die Customer Journey aktualisierst und mit KPIs & Prozessen beweisbar Wirkung lieferst. 

📺 YouTube: https://youtu.be/voDas1I1kCo

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📰 Abonniere unseren Newsletter, um regelmäßig bewährte SEO- und Content-Marketing-Tipps in deinem Posteingang zu erhalten:www.evergreenmedia.at/seo-newsletter/

Marketingtrends und Prioritäten in der KI-Ära 2026

¿Quieres usar la inteligencia artificial sin comprometer tu privacidad? Descubre cómo ejecutar Modelos de Lenguaje Grandes (LLM) como LLaMA 3 y Mistral directamente en tu Mac con chips Apple Silicon (M1, M2, M3). En este episodio, te explicamos de manera sencilla por qué la arquitectura de memoria unificada de Apple es ideal para la IA, qué herramientas como Ollama y LM Studio puedes usar, y te damos una guía paso a paso para empezar. Aprende a aprovechar el rendimiento, la eficiencia energética y la privacidad de tu Mac para la IA local. Ideal para desarrolladores, creativos y curiosos de la tecnología.

IA-Local-en-tu Mac-con-Apple-Silicon

The Middle East AI News Minute gives you a daily one-minute daily briefing on the top AI-related stories coming out of the Middle East. If you are a busy technology, business or government leader who want to get a quick update, then this is the podcast for you.

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Including features on cool gadgets, website reviews, the latest science and IT news, not to mention astronomy and space exploration.

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Special thanks to John Young, Paul Wattie, Steve Meyers, Brendon Telfer and the team at RPPfm.

Heavybit is the leading early-stage investor in enterprise infrastructure. Since 2013, we've helped launch and scale visionary technical startups—from DevSecOps and feature flagging to AI code generation and beyond. We go hands-on from day 0, backing founders as they turn code into companies and build the future of software from the bottom up to the top down.

In-Depth Explorations of Neuroscience-Inspired Architectures Revolutionizing AI.

Each week, the Tech ONTAP Podcast dives into all-things NetApp, including storage, public & private cloud, and much more. The team will also be interviewing subject-matter experts from across the industry and detailing various best practices for getting the most out of your datacenter.

In diesem Podcast bekommst du jede Woche fundiertes Know-how für digitales Wachstum. Was bringt wirklich Ergebnisse für euer Unternehmen und eure Marke? Welche Strategien führen ins Leere und verbrennen Ressourcen? Wie sorgst du für bedeutungsvolle Veränderungen durch SEO, Content-Marketing, digitale PR, Paid Media und dem gezielten Einsatz von KI?

Wir zeigen, was in der Praxis funktioniert – mit klaren Analysen, echten Beispielen und Taktiken aus anspruchsvollen Projekten.

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Evergreen Media ist ein internationales Beratungsunternehmen für digitales Wachstum. Wir arbeiten mit mittelständischen Unternehmen, etablierten Marken und internationalen Konzernen – darunter Organisationen auf Fortune-50-Niveau – an der gezielten Weiterentwicklung ihrer digitalen Präsenz in einer KI-Welt.

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New tracks tagged #LLm