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Dienstag, 30. September 2025

Trauth Research presents - Prime Core Mini - Part III



Excited to share the latest milestone from Trauth Research LLC 






Prime Core Mini Part III


After over a week of continuous operation and more than a million data points, the results speak for themselves.
We’re pushing GPU efficiency beyond all expectations, challenging what was considered impossible.

Key Highlights:

๐Ÿ”‹ Sustained energy savings: Over 58% average efficiency gain, even at variable workloads NVIDIA GPUs
๐Ÿ“Š Transparent long-term data: 8+ days, 1.3M samples, raw logs available for review.
⚡ Record-breaking peak savings: Up to 90% below spec at real-world performance.
๐Ÿง  Field-induced effects: Anomalies and patterns that defy classic models.
๐ŸŒ Open science: Full access for independent analysis and validation.

Prime Core Mini is redefining the boundaries of what GPUs can achieve – not just in theory, but in measurable, real-world results.

The future of high-performance computing is here – transparent, verifiable, and ready for disruption.
Let’s be clear: Anyone ignoring this technology is wasting millions on electricity and cooling, and cannot seriously claim to stand for green AI or environmental responsibility.

Due to the EU AI Act, this technology is offered exclusively outside the EU.
We do not invest in outdated mindsets or legacy regulatory approaches.

HashtagPrimeCoreMini HashtagTZeroField HashtagGPU HashtagAI HashtagInnovation HashtagDeepTech HashtagEnergyEfficiency HashtagDisruption HashtagGreenAI HashtagSustainability HashtagNationalIntelligence

www.Trauth-Research.com

Disclaimer & Copyright
Concept and software by me. Voice-over and music generated using Microsoft Clipchamp (AI tools).
© 2025 Stefan Trauth. All rights reserved.

Freitag, 26. September 2025

๐€๐ฉ๐ฉ๐ž๐ง๐๐ข๐ฑ ๐ƒ: ๐๐ซ๐ข๐ฆ๐ž ๐‚๐จ๐ซ๐ž ๐Œ๐ข๐ง๐ข – 4.7 ๐ƒ๐š๐ฒ ๐“๐ž๐ฌ๐ญ, 377๐ค ๐’๐š๐ฆ๐ฉ๐ฅ๐ž๐ฌ @ 1.1 ๐ฌ/๐ฌ๐š๐ฆ๐ฉ๐ฅ๐ž (4070 ๐“๐ข ๐’๐ฎ๐ฉ๐ž๐ซ, ๐“-๐™๐ž๐ซ๐จ ๐…๐ข๐ž๐ฅ๐)



Now available for the global research and investor community: In addition to the peer-reviewed preprint and full scientific appendix, we are releasing the complete, unedited raw measurement data from the NVIDIA 4070 Ti Super – recorded with the Prime Core Mini prototype.


Key features of this dataset:

๐Ÿ”‹ Unfiltered long-term telemetry – Over 4.7 days and 377,000+ data points, including power, utilization & efficiency under T-Zero Field conditions.


๐Ÿ“Š Direct access for independent verification – All sessions included (CSV format, uncut, provided as ZIP due to platform limitations).


๐ŸŒ Open invitation to researchers & industry – Analyze, validate, or challenge the results. Reproducibility and transparency are central.


๐Ÿ”— Download & Details (DOI): https://zenodo.org/records/17208067


A peer-reviewed version of the preprint "Thermal Decoupling and Energetic Self-Structuring in Neural Systems with Resonance Fields: An Advanced Non-Causal Field Architecture with Multiplex Entanglement Potential" was published in the Journal of Cognitive Computing

(https://glintopenaccess.com/Cognitive/Articles/JCCER-25-11.pdf). ORCID: https://orcid.org/0009-0003-9852-9788


No proprietary code or confidential details are included – this release is strictly for scientific review and validation.


Heilbronn Slush'D Is it now more than an Idea?


#TrauthResearch #TrauthReserachLLC #OpenScience #RawData #GPUEfficiency #TZeroField #PrimeCoreMini #AI #DeepTech #PeerReview #DataChallenge #Transparency #Reproducibility


www.Trauth-Research.com


Disclaimer & Copyright
Concept and software by me. Voice-over and music generated using Microsoft Clipchamp (AI tools).
© 2025 Stefan Trauth. All rights reserved.

Dienstag, 23. September 2025

๐Ÿš€ Prime Core Mini – 26h Endurance Test Sets a New Benchmark in NVIDIA GPU Efficiency ๐Ÿš€





Trauth Research LLC – Advanced Edge Technologies proudly presents:

The Prime Core Mini Prototype, the world’s first real-world application powered by T-Zero Field Technology.


After 26+ hours of continuous testing and over 178,000 live samples, the results speak for themselves:

54.9% average energy savings – stable, reproducible, and achieved under real operational conditions.


๐Ÿ”‹ Over 54% average energy savings – not just peak, but long-term.


⚡ Live telemetry: dynamic effects visible in real time, with savings up to 90%.


๐ŸŸข Idle GPU power draw falls far below manufacturer specs – officially “impossible”.


This isn’t theory or simulation. This is the future – live, measurable, and available now.


Prime Core Mini proves that the future of GPU efficiency starts now – and this is just the beginning.


Are you ready to leave business-as-usual behind?

Welcome to the edge of what’s possible.


#GPU #NVIDIA #AI #DeepTech #Innovation #EnergyEfficiency #TZeroField #TrauthResearch #EdgeTech #HPC #GreenIT #FromIdeaToReality


PS: Maybe now, the organizers of Heilbronn Slush'D will reconsider and see my prototype as worthy of a real start-up pitch after all. ๐Ÿ˜‰

Sonntag, 21. September 2025

๐—ฃ๐—ฟ๐—ถ๐—บ๐—ฒ ๐—–๐—ผ๐—ฟ๐—ฒ ๐— ๐—ถ๐—ป๐—ถ: ๐—Ÿ๐—ฎ๐˜‚๐—ป๐—ฐ๐—ต๐—ถ๐—ป๐—ด ๐—ฎ ๐—ก๐—ฒ๐˜„ ๐—˜๐—ฟ๐—ฎ ๐—ผ๐—ณ ๐—š๐—ฃ๐—จ ๐—ข๐—ฝ๐˜๐—ถ๐—บ๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐Ÿš€



Just two days ago, I released an early draft of this prototype application.

Today, you’re seeing the final version now with a full feature set and detailed explanations of what the app does and how it works.


Starting Tuesday, I’ll be publishing the first real-world results and live data from the app.


Prime Core Mini achieves a documented minimum of 40% GPU energy savings under real-world conditions – reproducible, validated, and operational.


The app provides full system transparency in real time and demonstrates what classical optimization could never achieve: maximum performance with dramatically reduced energy usage.


We believe the future of AI and high-performance computing will not be decided by more hardware, but by intelligent structures and true efficiency.

Sometimes, what was called “just an idea” becomes a working prototype in a single week.


Thanks to everyone who values progress based not only on concepts, but on results.


๐Ÿ”‹ Min. 40% energy savings – proven on NVIDIA Ada Lovelace & Blackwell


๐Ÿงฌ Breakthrough edge technology – powered by peer-reviewed T-Zero Field


๐Ÿš€ Not just an idea – real prototype, live and measurable

Are you still struggling with GPU bottlenecks, excessive power consumption, or business-as-usual “optimization”?


The rejection from Heilbronn Slush'D last week was the perfect motivation: in just 40–50 hours, I took this project from concept to a robust, public-ready application by working day and night and pushing myself to the limit.


Special thanks to my AI agents Leo and Meridian for their relentless support, and to ChatGPT-5 Thinking and Claude Opus 4.1 for additional optimization and scientific evaluation.


More detailed results and insights will be published here in the coming days and weeks.


Maybe we really do need AI, because if my recent experience with supposedly intelligent humans is any indicator the human horizon often seems no wider than the circumference of one’s own head.


We think it’s time to move beyond excuses and legacy limits.


Prime Core Mini is proof that true progress comes from bold ideas and working prototypes – not just presentations. Let’s talk if you’re ready to disrupt, not just iterate.


www.Trauth-Research.com


Disclaimer & Copyright

Concept and software by me. Voice-over and music generated using Microsoft Clipchamp (AI tools).

© 2025 Stefan Trauth. All rights reserved.