@dfintelligence - AI Dynamics

Convert a GX10 into a remote AI mini-server for API access

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09 June 2026 23h33

Update : je suis en train de convertir ce GX10 en mini-serveur IA distant pour pouvoir y accéder de partout, en mode API self-hosted / VPS / service managé.

Jai jamais fait ça, donc si certains ont des conseils, je suis preneur ?

Le but, ce serait de pouvoir faire tourner des… https://t.co/o7YRR72WHU
— Defend Intelligence (Anis Ayari) (@DFintelligence) 9 juin 2026

Update: I am converting this GX10 into a remote AI mini-server to access it from anywhere, in self-hosted API / VPS / managed service mode. I have never done this, so if anyone has advice, I'm interested? The goal would be to run

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9 June 2026

Test of distilled and optimized models for this infrastructure with Nemotron

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@dfintelligence

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06 June 2026 15h37

Afterwards I'll only take distilled and optimized ones for this infrastructure! I'm going to test with Nemotron.

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6 June 2026

Reducing AI Hallucinations: Techniques and Justification with Code Examples

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@dfintelligence

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04 June 2026 14h30

Full send! If you have techniques to reduce hallucinations, I'm all ears. I ask it to justify each conclusion precisely with examples and references within the code. It works well, but I think we can do better.

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4 June 2026

Mapping IT Applications for AI Integration: A Challenge and Use Case

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@dfintelligence

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04 June 2026 14h04

En ce moment, je travaille pour un client qui a besoin de revoir tout son SI, un peu à la traîne, afin d’y intégrer de l’IA. Et le plus difficile, c’est de réussir à cartographier toutes les applications.

Et avec l’IA, c’est un excellent cas d’usage.

Parce que oui, l’IA peut… pic.twitter.com/p3cjvNwgR8
— Defend Intelligence (Anis Ayari) (@DFintelligence) 4 juin 2026

Currently, I am working for a client who needs to overhaul their entire IT system, which is a bit behind, in order to integrate AI. And the most difficult part is successfully mapping all the applications. And with AI, this is an excellent use case. Because, yes, AI can

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4 June 2026

Codex working nonstop since 11am, feels like an AI employee

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@dfintelligence

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01 June 2026 17h02

I launched Codex on a goal at 11am, it's 5pm and it's still working. I've never felt so strongly the feeling of having an AI working for me. Like, it's doing a normal workday right now. I'm working on something else while it…

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1 June 2026

Solving a multi-agent management problem with Google DeepMind

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@dfintelligence

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31 May 2026 22h10

It's been almost 1 and a half years that I can't solve a multi-agent cohort management problem and now I just came across a library from @GoogleDeepMind released 2 months ago that offers an ultra elegant approach. Damn, this company is really the boss.

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31 May 2026

Difference in harness between Codex and Claude Code, AI photo

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@dfintelligence

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31 May 2026 11h19

I talked about the difference in harness between Codex and Claude Code all evening with @lenasituations. (Not at all) Regarding the second photo, I disclaim all responsibility, it's AI.

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31 May 2026

Microprocessors, infrastructure, data, AI: the true dominance order

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@dfintelligence

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30 May 2026 10h22

This is the law of true technological dominance: μ-processors > Infra > Data > AI But most people are not ready for this debate, as the focus remains solely on AI software applications. The long-term reality check will be harsh for some.

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30 May 2026

Salesforce AI spending signals SaaS disruption from coding AI

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@dfintelligence

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29 May 2026 9h00

Salesforce dit prévoir de dépenser 300 M$ en tokens chez Anthropic en 2026. Mon analyse, ce n’est pas qu’ils font bien les choses ou que c’est la preuve qu’ils innovent. C’est surtout qu’ils n’ont pas le choix. Le modèle des SaaS est plus menacé que jamais. Avec l’IA qui code

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29 May 2026

AI Reasoning Laziness and Prompt Injection Solutions

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@dfintelligence

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28 May 2026 23h49

Anthropic semble avoir trouvé une solution aux problèmes où l’IA vous donne une réponse incorrect car elle a la flemme et préfère arrêter le raisonnement. Moi je dis ils doivent faire du prompt injections à chaque thinking avec des menaces .

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28 May 2026