Todd A. Jacobs

October 22, 2026

AI Governance Fails without Auditability

Experts in #cybersecurity know that real security comes from end-to-end traceability of auditable artifacts. By extension, auditability requires transparency and independent verification of the systems being audited. With the rise of #agentic_AI, many non-experts are touting the "safety" they feel with AI agents that have been given wh...
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October 21, 2026

DiffusionGemma from Google DeepMind

One of the most interesting new #AI models this year is DiffusionGemma, a Mixture-of-Experts (MoE) model from Google DeepMind. While its architecture isn't well-supported by all engines yet, variants currently work on Ollama and LM Studio. While diffusiongemma-26B-A4B-it lacks some of the features of other Gemma 4 models, it is blazing...
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October 21, 2026

Theia Institute and Southern African University Leaders Examine AI Sovereignty and Research Commercialization

Theia Institute's Academic Roundtable with South Africa and Namibia It was an honor to collaborate with so many forward-thinking academics from #South_Africa and #Namibia during this #AI #roundtable. I was excited to learn about the many unique opportunities for academic research and commercial development that are being actively explo...
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October 19, 2026

Despite Progress, AI Inner Workings Remain a Black Box

AI Models Remain Black-Box Processes Large language models are currently promoted to the public as forms of artificial intelligence. No one doubts that #AI and #LLM tools can be *useful*, but treating these technologies as "thinking machines" is a marketing ploy. Even the scientists and engineers who build today's frontier models will ...
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