Panaches App

The local-first workspace and cultural media for the creative class. Create, organize, explore and build privately , in one place . 🇫🇷🇪🇺🌍

[Panaches App @PanachesApp]

Your files. Your machine. Your control.
Too many tools. Too many scattered files.

PANACHES brings web, notes, documents, images, audio, video, code, 3D and optional local AI into one local-first desktop workspace.

Where ideas take shape.

https://t.co/9pJy02tZMB

[Panaches App @PanachesApp]

MiniMax M3 looks like a strong signal for the next AI model stack:

coding + agents + long context + native multimodality.

The real shift is not only better benchmarks.

It’s models becoming infrastructure for builders: code, tools, terminals, MCP workflows and large context in one system.

#AI #AICoding #AIAgents #LLM #OpenWeights

[MiniMax (official) @MiniMax_AI]

Introducing MiniMax M3: The First Open-Weights Model to Combine Three Frontier Capabilities

- Coding & Agentic Frontier: 59.0% SWE-Bench Pro, 66.0% Terminal Bench 2.1, 34.8% SWE-fficiency, 28.8% KernelBench Hard, 74.2% MCP Atlas
- MiniMax Sparse Attention scales context to 1M
- Natively Multimodal from Step Zero

API: https://t.co/fHRdSV7BwZ
Token Plan: https://t.co/BDCycxepZw
🚀New! MiniMax Code: https://t.co/GvB4YiB6Ul

Weights & Tech Report in ~10 Days

[Panaches App @PanachesApp]

This is a big direction for creative AI.

Better image generation matters, but ownership matters even more:

downloadable weights, fine-tuning, local hardware, custom workflows.

The future of AI creativity should not be locked entirely inside closed platforms.

#AI #OpenSourceAI #ImageGeneration #CreativeAI

[Ideogram @ideogram_ai]

Introducing Ideogram 4.0: the best open image model in the world.

Think it. Make it. Own it.

Download the weights, fine-tune on your own data, and run it on your hardware. Live on every Ideogram plan and the API today.

[Panaches App @PanachesApp]

Gemma 4 12B looks like an important step for local AI.

Multimodal, laptop-friendly, Apache 2.0 — exactly the kind of model that can bring advanced reasoning closer to personal machines and private workflows.

Local intelligence is becoming more serious.

#AI #LocalAI #Gemma #LLM #OpenSourceAI

[Google Gemma @googlegemma]

Meet Gemma 4 12B!

A unified, encoder-free multimodal model designed to bring high-performance intelligence directly to your laptop, and released under an Apache 2.0 license.

Bridging the gap between edge efficiency and advanced reasoning. Here is what’s new with Gemma 4 12B: 👇

[Panaches App @PanachesApp]

Interesting contrast.

Some AI tools are getting more expensive through usage credits, while DeepSeek is pushing API prices lower.

For solo devs and indie AI apps, model pricing is becoming a strategic factor — not just a technical detail.

Accessibility may matter as much as benchmarks.

[Renaud Dékode @RenaudDekode]

Gros séisme 🚨

DeepSeek rend sa remise -75% permanente : V4-Pro tombe à 0,87$/M tokens. Jusqu’à 34x moins cher que GPT-5.5.

Résultat : un nouveau plancher de prix… et une pression énorme sur tout le marché.

Les apps à gros volumes deviennent enfin viables. Jusqu’où ça va aller ?

#IA #API #DeepSeek

Maîtrisez l'IA, ensemble, sur https://t.co/e3abfjzWVK (lien en bio)

[Panaches App @PanachesApp]

The next evolution of Hermes Agent is here!

Introducing Hermes Desktop: everything you love about Hermes, now native on your machine.

First demoed in Jensen's GTC keynote, it's now in public preview.

[Nous Research @NousResearch]

The next evolution of Hermes Agent is here!

Introducing Hermes Desktop: everything you love about Hermes, now native on your machine.

First demoed in Jensen's GTC keynote, it's now in public preview.

[Panaches App @PanachesApp]

@navi_Ai2 And to be able to meet people who are passionate about research and creativity

[Panaches App @PanachesApp]

Panaches is more than a workspace.

A media space for creative minds:
AI, coding, drawing, writing, reading, music, workflows and resources.

Explore ideas. Build your own creative path.

https://t.co/fG4lhHtPmN

#Panaches #CreativeTools #CreativeWorkflow #DigitalCreativity #AItools #Coding #Writing #Drawing #Productivity #IndieProject

[Panaches App @PanachesApp]

@AliceInfoAi With the aim of discovering inspiring artists and creators every day

[Panaches App @PanachesApp]

What’s interesting here is not only NVIDIA releasing more open models.

It’s the ecosystem signal:

Hugging Face as the public hub for models and datasets.
Linux Foundation for open governance and shared standards.
Open models, datasets, tools and world models for builders.

This is how open-source AI becomes real infrastructure.

#AI #OpenSourceAI #NVIDIA #HuggingFace #LinuxFoundation

[clem 🤗 @ClementDelangue]

So much great work lately from Nvidia, the "King of American Open-source AI"!

- Crossed 1,000 total public repositories on @huggingface (820 models, 249 datasets & 57 spaces) & almost 60,000 followers
- Current #1 trending model on HF with LocateAnything and #5 trending with PiD
- Announced that they're adopting the @linuxfoundation OpenMDW framework
- Released Cosmos 3, Omnimodal World Models for Physical AI & Alphamayo 2 Super, an open model for autonomous driving
- Announced the release soon of Nemotron 3 & work on Nemotron 4

Thank you @nvidia for all the work you're doing for the ecosystem and open-source AI. Can't wait for the next few months!

[Panaches App @PanachesApp]

Nemotron 3 Ultra will be worth watching closely.

NVIDIA is not just competing on models — they are building around AI infrastructure, agents and enterprise/local workflows.

That’s where things get really interesting.

#AI #LLM #NVIDIA #Nemotron

[NVIDIA AI @NVIDIAAI]

Nemotron 3 Ultra is coming this week. ⌛️

[Panaches App @PanachesApp]

Local LLMs + MCP is one of the most interesting directions right now.

Not just “chat with a model”, but controlled access to tools, files and APIs — with more private, local-first workflows.

This is where AI starts becoming an actual workspace layer.

[Unsloth AI @UnslothAI]

We made a guide on using MCP with local LLMs.

Connect Qwen3.6 and Gemma 4 for controlled access to tools, files, APIs, enabling private automated workflows.

Learn to use OAuth, Exa, Context7, Hugging Face & more.

Guide: https://t.co/bkgK1ikP9i
GitHub: https://t.co/aZWYAtakBP

[Panaches App @PanachesApp]

Dear developers,
AI coding: the end of free abundance?

As AI coding tools move to usage-based pricing, knowing how to code becomes an economic skill, not just a technical one.

For a while, we believed AI made code almost free.

Prompt. Answer. Bug. Another prompt. Another answer. Still broken. Another prompt.

Infinite iteration felt normal because the cost was invisible.

But that paradigm is changing.

Credits, premium models, quotas, variable usage: AI coding is no longer just a subscription. It is becoming a resource to manage.

And with that comes a new divide.

Big companies will absorb the costs. Solo developers will have to ration. Beginners who “vibe code” without understanding what they build may hit a wall. And those who can diagnose, fix, frame and verify will gain a massive advantage.

Because understanding your code is not only about building better.

It is also about paying less.

Knowing how to fix a simple bug. Knowing how to read a stack trace. Knowing how to reduce a prompt. Knowing when to use a premium model. Knowing when not to use one.

AI remains a powerful accelerator.

But it is not a magical substitute for skill.

The future of software development may not be “human vs AI”.

It may be:
skilled human + well-used AI
versus
vague automation + uncontrolled costs.

#AI #AICoding #Python #Developers #VibeCoding #github #copilot #claude

[Renaud Dékode @RenaudDekode]

Alerte IA critique

Une IA non publique trouve et exploite des failles zero-day à la chaîne. 10 000 vulnérabilités critiques révélées, la BCE convoque les banques, le Japon lance une task force.

On corrige en urgence… avant qu’une copie fuite. 

#IA #Cybersécurité #Anthropic

Maîtrisez l'IA, ensemble, sur https://t.co/6vYcuNpLIA (lien en bio)

[Claude @claudeai]

Introducing Claude Opus 4.8: it builds on Opus 4.7 with sharper judgment, more honesty about its own progress, and the ability to work independently for longer than its predecessors.

Available today at the same price.

[World of Statistics @stats_feed]

Most valuable AI startups in Europe

🇩🇪 Aleph Alpha - $20B
🇫🇷 Mistral AI - $14B
🇩🇪 Celonis - $13B
🇩🇪 Helsing - $12B
🇫🇷 Poolside AI - $12B
🇵🇱 ElevenLabs - $11B
🇮🇹 Bending Spoons - $11B
🇬🇧 Wayve - $8.6B
🇸🇪 Lovable - $6.6B
🇸🇪 Legora - $5.5B
🇫🇷 Hugging Face - $4.5B
🇬🇧 Synthesia - $4B
🇬🇧 Isomorphic Labs - $3.5B
🇩🇪 Black Forest Labs - $3.25B
🇩🇪 AI-Vortex - TBA
🇩🇪 Parloa - $3B
🇬🇧 Quantexa - $2.6B
🇩🇪 n8n - $2.5B
🇩🇪 DeepL - $2B
🇳🇱 Framer - $2B
🇳🇱 Wonderful - $2B
🇬🇧 AutogenAI - $1.8B
🇫🇷 Owkin - $1.2B
🇮🇪 Tines - $1.1B
🇬🇧 PhysicsX - $1.1B
🇬🇧 Tractable - $1.1B
🇫🇷 Harmattan AI - $1B
🇬🇧 Stability AI - $1B
🇫🇷 Pigment - $1B
🇳🇱 Datasnipper - $1B
🇱🇹 Cast AI - $1B

Source: Kenneth Kather

[Jun Song @jun_song]

LLMs coming this week :

> Qwen3.7 max ✅
> Qwen3.7 27b/35b
> Minimax M3.0
> Gemini 3.5 Pro/Flash
> GPT-5.6
> Sonnet-4.8❓
> Kimi/GLM ❓

It’s a big week.

[Arena.ai @arena]

Qwen3.7 Preview By @Alibaba_Qwen lands on Arena for Text and Vision.

In Text Arena, Qwen3.7 Max Preview ranks #13 overall.
Alibaba is now the #6 lab in this arena.
- #7 Math
- #9 Expert
- #9 Software & IT
- #10 Coding

In Vision Arena: Qwen3.7 Plus Preview ranks #16 overall, making Alibaba the #5 lab.

Congrats to the @Alibaba_Qwen team on the latest progress!

[Panaches App @PanachesApp]

PANACHES est lancé.
https://t.co/9pJy02tZMB

Un workspace local-first pour créer, coder, organiser, explorer et travailler avec Ambre, son système d’assistante IA personnalisable.
Moins de fragmentation.
Plus de contexte.
Vos idées, vos fichiers, votre espace.

#AI #Productivity