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Apple says the new M5 Ultra Mac Studio is up to 4x faster than the M3 Ultra at LLM prompt processing. I own an M3 Ultra Mac Studio, so I raced them head to head on local AI: same model, same prompt, same settings. On a 32,000-token prompt with Qwen3.8 27B, the M5 Ultra started answering in 21.7 seconds. The M3 Ultra took 82.8. That's 3.8x. Then the M5 wrote the answer 1.5x faster (43.3 vs 28.1 tokens per second), which lines up with its jump in memory bandwidth from 819 GB/s to 1.2 TB/s.

Then I threw my real work at it. Whisper transcribed two hours of my audio in about a minute and a half. A local vision model described my footage, a job I pay the Gemini video API for right now. I generated images with FLUX.2 and video with LTX-2.5, ran my Hermes agent on a local model, tried an open decision model (Laya) in place of Jev, and let a local model edit a video in DaVinci Resolve through its MCP server. All of it runs on the Mac. No internet required.

In this video you'll learn how the M5 Ultra and M3 Ultra compare for running LLMs locally with MLX, why the wait for the first word (time to first token) got about 4x shorter while writing speed only got 1.5x faster, how model size and dense vs mixture-of-experts models change the numbers, and whether a Mac Studio makes sense as your own local AI server.

Apple loaned me the M5 Ultra Mac Studio for this video, and it goes back to them. They don't control what I say, and all the tests and all the numbers are mine.

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🤖 Qwen3.8 27B, 4-bit MLX (the race model): https://huggingface.co/mlx-com....munity/Qwen3.8-27B-4
🎙️ Whisper on MLX: https://github.com/ml-explore/mlx-examples/tree/main/whisper
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🖼️ FLUX.2 klein 4B: https://huggingface.co/black-f....orest-labs/FLUX.2-kl
🎬 LTX-2.5 video model: https://huggingface.co/Lightricks/LTX-2.5
🧠 Laya decision model: https://huggingface.co/convaiinnovations/laya
🤖 Hermes Agent: https://github.com/NousResearch/hermes-agent
📺 Set up your own Hermes agent: https://www.youtube.com/watch?v=QQEgIo4Juxg
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#macstudio #localai #m5ultra

Apple lost the AI race. Actually, Apple won the AI race. Wait.

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The Wazuh Marketplace app was temporarily hidden in Cloud Manager v1.98.0 while they investigate and resolve a critical error resulting in broken deployments. It should be back real soon!

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In this video, we discuss the best free cybersecurity tool you need to try: Wazuh. This open-source Security Information and Event Management (SIEM) system is the ultimate tool to help you protect your devices and networks like a cybersecurity expert. We'll show you how to deploy Wazuh, monitor changes to files and the Windows registry, detect unauthorized processes, and more. Plus, we'll discuss the importance of understanding blue team defense and how Wazuh can help you become a cybersecurity expert.


LINKS:
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0:00 ⏩ Intro
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2:31 ⏩ Installing Wazuh in the Cloud
5:11 ⏩ let’s see if our wazuh is ready
6:23 ⏩ Wazuh Docker Installation
9:43 ⏩ Adding agents in Wazuh
13:27 ⏩ secure configuration assessment
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14:52 ⏩ vulnerabilities
15:25 ⏩ Windows hosts - integrity monitoring
16:38 ⏩ FIRST: file monitoring through windows
20:41 ⏩ changing the interval
23:06 ⏩ key changes
23:56 ⏩ SECOND: Actions
25:06 ⏩ Active response
27:44 ⏩ Vulnerabilities
29:13 ⏩ Slack Alerts
31:29 ⏩ Outro



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Wazuh is an open-source Security Information and Event Management (SIEM) system.
Wazuh can help protect your devices and networks like a cybersecurity expert.
This video discusses the best free cybersecurity tool - Wazuh.
You'll learn how to deploy Wazuh, monitor changes to files and the Windows registry, detect unauthorized processes, and more.
This video covers the importance of understanding blue team defense and how Wazuh can help you become a cybersecurity expert.
Wazuh is the ultimate security tool for monitoring changes to files, the Windows registry, and detecting unauthorized processes.
By deploying Wazuh, you can become a cybersecurity expert and protect your devices and networks from cyber attacks.
Wazuh uses the Mitre attack framework, compliance, SCA, and security events to help you protect your devices and networks.
Wazuh's slack integration enables you to stay up-to-date with alerts and active responses.



#wazuh #cybersecurity #free

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Bluesky's new CEO Toni Schneider on the platform's reputation for being a liberal bubble: "Yes, we definitely want that to change. It is already changing. It certainly wasn’t designed to attract one specific group of people."

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Please listen with good speakers or headphones for more complex sound and fuller bass lines! Audio Recording = No studio or sound engineer. No splices, edits, loops, overlays, or backtracks. Just 2 harps -- 1 audio take! Please like, subscribe, and hit the notification bell for new music videos!

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We filmed STAIRWAY TO HEAVEN at the grand staircase of the "Place de la Musique" Sanfilippo Family Estate and Museum. Special Thanks to: Jasper and Marian Sanfilippo and the Sanfilippo Foundation, and Gregory Leifel, Executive Director, Sanfilippo Foundation http://www.SanfilippoFoundation.org

"Stairway to Heaven" written by Jimmy Page and Robert Plant
Music Arranged by Camille and Kennerly
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Camille and Kennerly obtained licensing from the original publisher to release their harp audio recording of “Stairway to Heaven” as heard in this original music video.

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From the shadows to the spotlight, where you most definitely belong!

We've loved being on every step of this journey with you, Loren.

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In this Kobe Bryant Interview, Patrick Bet-David asks about Laker days, mindset, Shaq, business and the untold stories. FaceTime or Ask Patrick any questions on https://minnect.com/

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About Kobe Bryant: Kobe Bean Bryant, known unanimously as Kobe. He is an American former professional basketball player. He played his entire 20-year career with the Los Angeles Lakers of the National Basketball Association. He entered the NBA directly from high school and won five NBA championships.

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Dr Wallach explains why we should avoid eatig oats.