AMD finally answered NVIDIA’s tiny AI box with their own Ryzen AI Halo, but the real question is whether this $4,000 developer machine actually makes sense.
Try MerlinAI here: https://www.getmerlin.in/pricing?coupon=merlin and use code is AZ5 for a big discount

🛒 Gear Links 🛒

🪛🪛Highly rated precision driver kit: https://amzn.to/4fkMVfg
💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥

🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
🧬🐍 Set up Conda - https://youtu.be/2Acht_5_HTo
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a

My LLM inference calculator GitHub repo: https://github.com/alexziskind....1/llm-inference-calc

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📱 ALEX on X: https://x.com/digitalix

#amd #gdxspark #ryzenaihalo

DGX Spark keeps getting delayed?! This 128GB powerhouse is already out and will only get better - the GMKTec EVO-X2.
Check out ChatLLM: https://chatllm.abacus.ai/ltf

🛒 Gear Links 🛒
* 📦🎮 Mini Rack: https://amzn.to/4dXfwan
* 💻🔄 The GmkTec EVO X2: https://amzn.to/4l5BHOh or if sold out try directly from them: https://www.gmktec.com/product....s/amd-ryzen%E2%84%A2
* 🍏💥 M4 Mac Mini Deal: https://amzn.to/3ZVDfly
* 🍏💥 M4 Pro Mac Mini Deal: https://amzn.to/3ZVDfly
* 🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
* 🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
* 📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥
* 👨‍💻 This Laptop Runs LLMs Better Than Most Desktops - https://youtu.be/AcTmeGpzhBk
* 👨‍💻 Full Z13 review - https://youtu.be/fGEqxHurxZM
* 🌗 How long can they last? | ULTIMATE BATTERY TEST - https://youtu.be/u1XJAOf_W5w
* 👨‍💻 Set up laptop for Software Development - https://youtu.be/3mCZ3WUcM8s
* 👨‍💻 15" MacBook Air | developer's dream - https://youtu.be/A1IOZUCTOkM
* 🤖 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a

correction: The Evo X2 has a 2.5Gbps Eth port, not 5Gbps

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📱LET'S CONNECT ON SOCIAL MEDIA

ALEX ON TWITTER: https://twitter.com/digitalix

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#gmktec #evox2 #llm

See how the humble base Mac Studio surprisingly beats its bigger sibling and my RTX beast in real-world AI tasks.
Check out ChatLLM: https://chatllm.abacus.ai/ltf

🛒 Gear Links 🛒
* 📦🎮 Mini Rack: https://amzn.to/4dXfwan
* 💻🔄 The GmkTec EVO X2: https://amzn.to/4l5BHOh or if sold out try directly from them: https://www.gmktec.com/product....s/amd-ryzen%E2%84%A2
* 🍏💥 M4 Mac Mini Deal: https://amzn.to/3ZVDfly
* 🍏💥 M4 Pro Mac Mini Deal: https://amzn.to/3ZVDfly
* 🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
* 🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
* 📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥
🧬🐍 Mac Studio CLUSTER vs M3 Ultra 🤯 - https://youtu.be/d8yS-2OyJhw
🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a

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📱LET'S CONNECT ON SOCIAL MEDIA

ALEX ON TWITTER: https://twitter.com/digitalix

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#macstudio #m3ultra #llm

AMD and NVIDIA have had the obvious answers for local AI for a while... what happens when cheaper VRAM shows up from Intel.
Take your personal data back with Incogni! Use code alexziskind at the link below and get 60% off an annual plan: https://incogni.com/alexziskind

🛒 Gear Links 🛒
💻☕ Thunderbolt 5 external SSD: https://amzn.to/3XqetZO
💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥
🏆 Skip M3 Ultra & RTX 5090 for LLMs | NEW 96GB KING - https://youtu.be/bAao58hXo9w
💻 Smallest RTX Pro 6000 rig | OVERKILL - https://youtu.be/JbnBt_Aytd0
🔧 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🌙 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🚀 FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🪞 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
📦 Set up Conda - https://youtu.be/2Acht_5_HTo
🤖 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a

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#intel #llm #b60

M3 Ultra Mac Studio users might want to look away. Here is a better way to spend $10000... RTX Pro 6000.
Check out ChatLLM: https://chatllm.abacus.ai/ltf

🛒 Gear Links 🛒
💻☕ Thunderbolt 5 external SSD: https://amzn.to/3XqetZO
💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥
* 🛠️ My Mac Mini cluster video: https://youtu.be/GBR6pHZ68Ho
* 🛠️ Mini PC portable setup -
https://youtu.be/4RYmsrarOSw
* 🛠️ Dev setup on Mac -
https://youtu.be/KiKUN4i1SeU
* 🛠️ Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
* 🌗 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
* 🛠️ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
* 🌗 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
* 🛠️ Set up Conda - https://youtu.be/2Acht_5_HTo
* 🤖 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a

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#rtxpro6000 #rtx5090 #m3ultra

Jetson Thor is $1,000 cheaper than DGX Spark with the same 128GB—so I benchmark it against Spark and an M4 Pro Mac mini to see what actually matters.
Try out ChatLLM - http://chatllm.abacus.ai/ltf and Abacus AI DeepAgent - http://deepagent.abacus.ai/ltf

My USB-C portable hub: https://amzn.to/4kw0hrf
👀 My favorite external drive (dependable): https://amzn.to/3Os9Wi3
👀 Thunderbolt 4 dock: https://amzn.to/3yVRicC

👀 Thor on NVIDIA Marketplace: https://bit.ly/44j0acY
👀 Spark and Thor on Amazon: https://bit.ly/4pCjBpJ
👀 M4 Pro Mac Mini deal: https://amzn.to/3Mw8dNx

⚡ *Other gear I use:* https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥
🧬🐍 Mac Studio CLUSTER vs M3 Ultra 🤯 - https://youtu.be/d8yS-2OyJhw
🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a

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Join this channel to get access to perks:
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📱LET'S CONNECT ON SOCIAL MEDIA

ALEX ON TWITTER: https://twitter.com/digitalix

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Raffle: To enter, subscribe to the channel and leave a comment on this video answering: “What would you build with a Jetson Orin Nano Super?” The prize is 1× Jetson Orin Nano Super signed by Jensen Huang. Entries are open from publish until 12:00 PM ET on Tuesday, December 30, 2025. One entry per person, 18+, open worldwide where permitted (void where prohibited). I’ll pick one winner at random, reply to their comment and post the winner in the YouTube Community tab, and they’ll need to respond within 72 hours to claim (any import duties/taxes are the winner’s responsibility). No purchase necessary; not affiliated with or endorsed by YouTube.

#dgxspark #nvidia #llm

Framework calls it the ultimate developer laptop, so I put its Linux experience, modular design, pricing, and real developer performance to the test
🔹 Try out ChatLLM - http://chatllm.abacus.ai/ltf and Abacus AI DeepAgent - http://deepagent.abacus.ai/ltf

🛒 Gear Links 🛒
🛠️🚀 WisdPi 10G Ethernet Expansion Card for Framework: https://frame.work/products/wi....sdpi-10g-ethernet-ex
🪛🪛Highly rated precision driver kit: https://amzn.to/4fkMVfg
💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥

💸🧠 Quant comparison vid - Everything looks fine at 4-bit
https://youtu.be/8IzUyLLn5NA
🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
🧬🐍 Set up Conda - https://youtu.be/2Acht_5_HTo
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a


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📱 ALEX on X: https://x.com/digitalix

⏱️ Chapters
00:00 Linux MacBook
01:55 Modular Setup
04:45 Price Comparison
08:40 Developer Performance
14:29 Local AI

#framework13 #macbook #framework

I quantized one model 8 ways to find the exact level it starts making things up.
Take your personal data back with Incogni! Use code alexziskind at the link below and get 60% off an annual plan: https://incogni.com/alexziskind

🛒 Gear Links 🛒
📦 RTX Pro 6000: https://bhpho.to/4nTVL8S
💻☕ Thunderbolt 5 external SSD: https://amzn.to/3XqetZO
💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥
🏆 CodeNeedle video - https://youtu.be/zBYfzecY5ww
🏆 Skip M3 Ultra & RTX 5090 for LLMs | NEW 96GB KING - https://youtu.be/bAao58hXo9w
💻 Smallest RTX Pro 6000 rig | OVERKILL - https://youtu.be/JbnBt_Aytd0
🔧 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🌙 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🚀 FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🪞 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
📦 Set up Conda - https://youtu.be/2Acht_5_HTo
🤖 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a

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#macmini #llm #nvidia

I used my $10,000 512GB Mac Studio to see if local AI can finally beat a $10/month cloud coding agent—and the result was way messier than I expected.
Try out Deep Agent - https://deepagent.abacus.ai/ltf

🛒 Gear Links 🛒

🪛🪛Highly rated precision driver kit: https://amzn.to/4fkMVfg
💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥

🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
🧬🐍 Set up Conda - https://youtu.be/2Acht_5_HTo
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a


Ivan's luxury travel site prompt: https://gist.github.com/ivanfi....oravanti/98ba7e5d3f7

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📱 IVAN on X: https://x.com/ivanfioravanti

#macstudio #gdxspark #strixhalo

Four GPUs and 384GB of VRAM later, I wanted to know whether I’d spent my money on the parts my coding agents actually needed.

Micro Center is THE AI Destination: https://micro.center/3e8b40
Sign up for a FREE 128 gig Flash Drive at Micro Center's Austin Store: https://micro.center/e5e2ef
Shop Micro Center's Build. Upgrade. Save. Event: https://micro.center/cf1699
Visit Micro Center News: https://micro.center/6857ad

🎥 Related Videos 🎥

💸🧠 Quant comparison vid - Everything looks fine at 4-bit
https://youtu.be/8IzUyLLn5NA
🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
🧬🐍 Set up Conda - https://youtu.be/2Acht_5_HTo
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a

My LLM inference calculator GitHub repo: https://github.com/alexziskind....1/llm-inference-calc

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📱 ALEX on X: https://x.com/digitalix


⏱️ Chapters

00:00 Parts Selection
05:31 Workstation Build
14:39 System Setup
18:45 Agent Workloads
21:21 Benchmarks

#amd #gdxspark #ryzenaihalo

AMD finally answered NVIDIA’s tiny AI box with their own Ryzen AI Halo, but the real question Micro Center is THE AI Destination: https://micro.center/ef6aec

Sign up for a FREE 128 gig Flash Drive at Micro Center's Austin Store: https://micro.center/5081af

Sign up for a FREE 128 gig Flash Drive at Micro Center's Columbus Store: https://micro.center/d0c09d

Visit Micro Center News: https://micro.center/dee9e8

🛒 Gear Links 🛒

🪛🪛Highly rated precision driver kit: https://amzn.to/4fkMVfg
💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥

💸🧠 Quant comparison vid - Everything looks fine at 4-bit
https://youtu.be/8IzUyLLn5NA
🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
🧬🐍 Set up Conda - https://youtu.be/2Acht_5_HTo
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a

My LLM inference calculator GitHub repo: https://github.com/alexziskind....1/llm-inference-calc

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📱 ALEX on X: https://x.com/digitalix

#amd #gdxspark #ryzenaihalo

One benchmark made me double-check my numbers. The rest tell a different story.
Try out ChatLLM - http://chatllm.abacus.ai/ltf and Abacus AI DeepAgent - http://deepagent.abacus.ai/ltf

🛒 Gear Links 🛒

👀 2 400Gbps switch: https://bhpho.to/4r9vJi1
👀👀 4 400Gbps switch: https://bhpho.to/4qQqOlI
👀 MSI EdgeExpert now available here: https://amzn.to/40luUHG
👀 ASUS GX10: https://amzn.to/4kROLb8
👀 DGX Spark on SALE: https://amzn.to/4kOnczp

🪛🪛Highly rated precision driver kit: https://amzn.to/4fkMVfg
💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥

🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
🧬🐍 Set up Conda - https://youtu.be/2Acht_5_HTo
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a

My windows automated setup script: https://github.com/alexziskind....1/bootstrap_windows_

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📱 ALEX on X: https://x.com/digitalix

#programming #macmini #llm

Five generations of MacBook Air go head-to-head to see what Apple actually fixed with the M5 and where the old models still hold up.
🔹 Take your personal data back with Incogni! Use code alexziskind at the link below and get 60% off an annual plan: https://incogni.com/alexziskind

🛒 Gear Links 🛒
🛠️🚀 WisdPi 10G Ethernet Expansion Card for Framework: https://frame.work/products/wi....sdpi-10g-ethernet-ex
🪛🪛Highly rated precision driver kit: https://amzn.to/4fkMVfg
💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥

💸🧠 Quant comparison vid - Everything looks fine at 4-bit
https://youtu.be/8IzUyLLn5NA
🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
🧬🐍 Set up Conda - https://youtu.be/2Acht_5_HTo
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a


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📱 ALEX on X: https://x.com/digitalix

⏱️ Chapters
00:00 MacBook Air Evolution
02:18 Hardware Changes
05:58 Developer Performance
09:43 Sustained Performance
15:11 Local AI

#macbookair #macbook #m5macbook

I turned years of local AI benchmarks into an app that helps you figure out what hardware actually makes sense for the models you want to run.
🔹 Try Replit: https://replit.com/refer/AlexanderZiskin

🛒 Gear Links 🛒
🛠️🚀 WisdPi 10G Ethernet Expansion Card for Framework: https://frame.work/products/wi....sdpi-10g-ethernet-ex
🪛🪛Highly rated precision driver kit: https://amzn.to/4fkMVfg
💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥

💸🧠 Quant comparison vid - Everything looks fine at 4-bit
https://youtu.be/8IzUyLLn5NA
🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
🧬🐍 Set up Conda - https://youtu.be/2Acht_5_HTo
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a


Local AI Advisor: sorry, had to remove the link temporarily - lots of people “contributing”. it’s pretty funny, but not super helpful. we’ll be back soon

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📱 ALEX on X: https://x.com/digitalix

#replit #llm #ai

Every time I thought I had this Snapdragon X2 Elite mini PC figured out, I ran another test.
🔹 Try out ChatLLM - http://chatllm.abacus.ai/ltf and Abacus AI DeepAgent - http://deepagent.abacus.ai/ltf

🛒 Gear Links 🛒
🪛🪛Highly rated precision driver kit: https://amzn.to/4fkMVfg
⌨️🏢 Keyboard for office (heavy): https://www.keychron.com/produ....cts/keychron-q1-max-
⌨️☕ Keyboard for cafe (light): https://www.keychron.com/produ....cts/keychron-k7-max-
💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥

* 🛠️ Mini PC portable setup -
https://youtu.be/4RYmsrarOSw
* 🛠️ Dev setup on Mac -
https://youtu.be/KiKUN4i1SeU
* 🛠️ Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
* 🌗 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
* 🛠️ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
* 🌗 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
* 🛠️ Set up Conda - https://youtu.be/2Acht_5_HTo
* 🤖 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a


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https://www.youtube.com/channe....l/UCajiMK_CY9icRhLep

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📱 ALEX ON X: https://twitter.com/digitalix

— — — — — — — — —

⏱️ Chapters
00:00 Hardware
04:11 Dev Kit History
06:01 Developer Benchmarks
13:33 Local AI

#minipcs #macmini #x2elite

This box does something none of my software agents can.
This video was tested with the V3 version of Violoop. The V4 unit was sent over after filming, so the unboxing footage was filmed separately afterward.

For the full V3 → V4 upgrade details and product roadmap, join the Violoop Discord:
https://discord.gg/Rc7sk2xtjm

⚡ Kickstarter: https://www.kickstarter.com/pr....ojects/bvio/violoop-
Official Website: https://violoop.ai/
Facebook Community: https://www.facebook.com/groups/violoop

👀 My favorite external drive (dependable): https://amzn.to/3Os9Wi3
👀 Thunderbolt 4 dock: https://amzn.to/3yVRicC

⚡ *Other gear I use:* https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥
🧬🐍 Mac Studio CLUSTER vs M3 Ultra 🤯 - https://youtu.be/d8yS-2OyJhw
🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a

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Click here to subscribe: https://www.youtube.com/@AZisk?sub_confirmation=1

Join this channel to get access to perks:
https://www.youtube.com/channe....l/UCajiMK_CY9icRhLep

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📱LET'S CONNECT ON SOCIAL MEDIA

ALEX ON TWITTER: https://twitter.com/digitalix

— — — — — — — — —


#macstudio #violoop #llm

I used my $60,000 512GB Mac Studio cluster running Kimi K3 to see if local AI can beat a $10/month cloud coding agent, and the result was way not what I expected.
🔹 Try out Supercomputer - https://supercomputer.abacus.ai/ltf

🛒 Gear Links 🛒

🪛🪛Highly rated precision driver kit: https://amzn.to/4fkMVfg
💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥

🧱🖥️ Mac Studio Cluster - https://youtu.be/25xVqvL5j4g
🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
🧬🐍 Set up Conda - https://youtu.be/2Acht_5_HTo
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a


My Silicon Exchange site prompt: https://gist.github.com/alexzi....skind1/fe55f03892f3f

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— — — — — — — — —
📱 ALEX on X: https://x.com/digitalix

#macstudio #gdxspark #strixhalo

I put the M6 Mac mini up against my M4, and the first benchmark barely hinted at what was coming.
🔥 Micro Center is THE AI Destination: https://micro.center/e163c2
Sign up for a FREE 128 gig flash drive at Micro Center Austin: https://micro.center/6b4728
Check Out Micro Center's Apple Products: https://micro.center/c639b4
Visit Micro Center News: https://micro.center/658af1

🎥 Related Videos 🎥

🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
🧬🐍 Set up Conda - https://youtu.be/2Acht_5_HTo
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a


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Click here to subscribe: https://www.youtube.com/@AZisk?sub_confirmation=1

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Join this channel to get access to perks:
https://www.youtube.com/channe....l/UCajiMK_CY9icRhLep

— — — — — — — — —
📱 ALEX on X: https://x.com/digitalix

#macmini #m6macmini #macbook

Eight RTX Pro 6000s in the Comino Grando, with 768GB of VRAM. Of course I had to see how far I could push it.
🛡️Go to https://surfshark.com/alexziskind or use code ALEXZISKIND at checkout to get 4 extra months of Surfshark VPN!

🛒 Gear Links 🛒

👀 2 400Gbps switch: https://bhpho.to/4r9vJi1
👀👀 4 400Gbps switch: https://bhpho.to/4qQqOlI
👀 MSI EdgeExpert now available here: https://amzn.to/40luUHG
👀 ASUS GX10: https://amzn.to/4kROLb8
👀 DGX Spark on SALE: https://amzn.to/4kOnczp

🪛🪛Highly rated precision driver kit: https://amzn.to/4fkMVfg
💻☕ Favorite 15" display with magnet: https://amzn.to/3zD1DhQ
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My nvme ssd: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥

🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw
🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU
💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk
🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo
🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A
🧬🐍 Set up Conda - https://youtu.be/2Acht_5_HTo
⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o
🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k
🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho

* 🛠️ Developer productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a
🔗 AI for Coding Playlist: 📚 - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a

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❤️ SUBSCRIBE TO MY YOUTUBE CHANNEL 📺
Click here to subscribe: https://www.youtube.com/@AZisk?sub_confirmation=1

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https://www.youtube.com/channe....l/UCajiMK_CY9icRhLep

— — — — — — — — —
📱 ALEX on X: https://x.com/digitalix

#rtxpro6000 #gdxspark #llm

I Ran a 27B Model on This Tiny PC. I Was Fixing the Wrong Thing.
🔹 Try out ChatLLM - http://chatllm.abacus.ai/ltf and Abacus AI DeepAgent - http://deepagent.abacus.ai/ltf

💻 Run Windows on a Mac: https://prf.hn/click/camref:1100libNI (affiliate)
Use COUPON: ZISKIND10

🛒 Gear Links 🛒
🎧⚡ The mini plus dock deal: https://link.amazon/B04w9tltf
🛠️🚀 The little dock: https://link.amazon/B0g6vWx6K
⚡ Thunderbolt 5 cable: https://amzn.to/40u9M3b
🖥️ Thunderbolt 5 dock: https://amzn.to/4fsyN35
🎧⚡ Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW
🛠️🚀 My NVMe SSD: https://amzn.to/3YLEySo
📦🎮 My gear: https://www.amazon.com/shop/alexziskind

🎥 Related Videos 🎥
🌗 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M
🔋 How long can they last? | ULTIMATE BATTERY TEST - https://youtu.be/u1XJAOf_W5w
💻 83 M3 MacBook Pros, and the one for YOU - https://youtu.be/ZPd2v3dteUc
👨‍💻 15" MacBook Air | developer's dream - https://youtu.be/A1IOZUCTOkM
🤖 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k

🛠️ Developer Productivity Playlist - https://www.youtube.com/playli....st?list=PLPwbI_iIX3a

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⏱️ Chapters
00:00 Tiny PC
02:08 Integrated Graphics
06:58 GPU Upgrade
09:55 Model Optimization
12:47 Connection Bandwidth
14:24 Testing Pitfalls


#️⃣ #softwaredevelopment #macbook #llm