Hardware Social Media and Updates

Llmfit Instantly Matches LLMs to Your Hardware
SocialMar 13, 2026

Llmfit Instantly Matches LLMs to Your Hardware

🚨 The #1 problem with local AI is now solved. There’s a new tool called `llmfit` that checks your hardware and tells you exactly which models will run well before you download anything. It literally grades your hardware’s capability for every model: 🟩...

By Data Chaz
Camon 50 Pro: $350 Midrange with 3× Zoom, Big Battery
SocialMar 13, 2026

Camon 50 Pro: $350 Midrange with 3× Zoom, Big Battery

Tecno Camon 50 Pro quick look. $350 midrange phone with a decent 3X zoom lens and a large battery.

By Ben Sin (Ben’s Gadget Reviews)
Galaxy S26 Ultra's Flagship Feature Becomes Biggest Gripe
SocialMar 13, 2026

Galaxy S26 Ultra's Flagship Feature Becomes Biggest Gripe

The Galaxy S26 Ultra's headline feature is turning out to be its biggest complaint ✅ Details - https://t.co/hrG11Bk1eC https://t.co/kMg5Kc5Ifj

By AssembleDebug (Shiv)
Nvidia, Samsung Team Up on Ultra‑Low‑Power AI Memory
SocialMar 13, 2026

Nvidia, Samsung Team Up on Ultra‑Low‑Power AI Memory

More AI infrastructure innovations abound as @nvidia and @Samsung plan co-development of ferroelectric NAND. ______________ Ferroelectric NAND (#FeNAND) is an emerging 3D non-volatile memory technology using ferroelectric field-effect transistors (FeFETs) with hafnia-based materials to replace conventional charge-trap NAND, offering faster speeds,...

By Sarbjeet Johal
Xbox Ally Gets AI‑Powered Auto Super‑Resolution in April
SocialMar 12, 2026

Xbox Ally Gets AI‑Powered Auto Super‑Resolution in April

Xbox announces automatic super resolution mode is coming to the Xbox Ally in April. Leverages AI to scale resolution up in real time to improve performance. Auto SR "fills in the gaps" by existing upscaling tools like DLSS. https://t.co/XDwttHUvxV

By Ethan Gach
Multi-Physics Design Must Shift Upstream in Workflow
SocialMar 12, 2026

Multi-Physics Design Must Shift Upstream in Workflow

Had fun moderating a very interesting multi-die/multi-physics panel at @Synopsys Converge yesterday with four esteemed expert speakers: Shankar Krishnamoorthy, Asad Khamisy, Raja Swaminathan and Aveek Sarkar. All agreed multi-physics design needs to move upstream in the workflow. https://t.co/Ee6bVVmGLf

By Sally Ward-Foxton
Night‑time Body Pod Merges AI Hardware and Software
SocialMar 12, 2026

Night‑time Body Pod Merges AI Hardware and Software

Exactly. We converge SW + HW since day one. The Pod runs ML on your body throughout the night. Physical AI is already here

By Matteo Franceschetti
Plaud NotePin: AI Wearable Boosts Meeting & Lecture Notes
SocialMar 12, 2026

Plaud NotePin: AI Wearable Boosts Meeting & Lecture Notes

I review the Plaud NotePin Wearable AI Note Taker device and find that there's a lot to like with this smart little gizmo. It's particularly helpful for meetings and lectures, as I demonstrate in this detailed video: https://t.co/Q45YtD8M9E #ai #aiWearable...

By Dave Taylor
MacBook Neo Targets New Users, Not Existing MacBook Owners
SocialMar 12, 2026

MacBook Neo Targets New Users, Not Existing MacBook Owners

If you currently use a MacBook Air or MacBook Pro, I have my doubts you will move to a MacBook Neo. It's not that different than a iPad Pro vs. iPad dynamic. Neo's power won't be derived from picking off...

By Neil Cybart (Above Avalon)
Marvell Partners with Mojo for Trillion‑bit Optical AI Interconnects
SocialMar 12, 2026

Marvell Partners with Mojo for Trillion‑bit Optical AI Interconnects

Marvell at the Mojo By using a grid of micro-LEDs instead of lasers, Mojo delivers 100x more bandwidth/channel + lower energy/bit. Mojo’s fiber has thousands of physically discrete channels for massively multiplexed bandwidth + redundancy for reliability in orbital data centers. Today,...

By Steve Jurvetson
Samsung Galaxy S26 Ultra Wins Best‑In‑Show at MWC 2026
SocialMar 12, 2026

Samsung Galaxy S26 Ultra Wins Best‑In‑Show at MWC 2026

#ThrowbackThursday. February 28, 2026. Samsung Galaxy S26 Ultra introduced at #MWC2026. Awarded 'Best In Show' March 3, 2026. #MWC26 #MWC https://t.co/yzXZwKHkBQ

By James Gingerich
Jobs' Return Sparked iMac G3's Iconic Debut
SocialMar 12, 2026

Jobs' Return Sparked iMac G3's Iconic Debut

#ThrowbackThursday. May 6, 1998. Steve Jobs introduced the original Bondi Blue iMac G3. It was the first major product launched after his return to Apple. #Computer #History #JVGpost https://t.co/OMpPkmHlAH

By James Gingerich
Eridu May Be
SocialMar 12, 2026

Eridu May Be

Is AI networking upstart Eridu working on a high radix, waferscale switch ASIC? Maybe. Just maybe. $NVDA $AMD $AVGO $MRVL https://t.co/4337xttDy2

By Timothy Prickett Morgan
System Promising, but Needs 8GB M1/M2 Optimization
SocialMar 12, 2026

System Promising, but Needs 8GB M1/M2 Optimization

@Entropic_AI system looks good, but you need to figure out a path to run with 8gb M1,M2 s

By Tobi Lutke
Palm‑Sized Ryzen 5 Mini PC Delivers Full‑Size Performance
SocialMar 12, 2026

Palm‑Sized Ryzen 5 Mini PC Delivers Full‑Size Performance

The PELADN WO4 AMD Ryzen 5 Mini PC is an amazing little device: It'll fit in the palm of your hand, but offers impressive performance and Windows 11 Pro. I got my hands on one and ran it through...

By Dave Taylor
Voyager Expands Infrastructure to Meet Soaring Demand
SocialMar 12, 2026

Voyager Expands Infrastructure to Meet Soaring Demand

Important new piece of infrastructure for Voyager in response to increasing demand for our technology. Also great to be alongside great partners like @anduriltech and @The_TrueAnomaly $VOYG

By Dylan Taylor
Nvidia Controls 86% of AI Infrastructure Market
SocialMar 12, 2026

Nvidia Controls 86% of AI Infrastructure Market

In the AI infra semiconductor TAM ~$1.4T estimated for 2030 there are 18 major sub TAM buckets of varying sizes. $NVDA plays in 12 of those 18 and that 12 $NVDA plays in = ~$1.2 T which is 86%...

By Ben Bajarin
IPhone 17e Arrives: Review Starts, Ask Your Questions
SocialMar 12, 2026

IPhone 17e Arrives: Review Starts, Ask Your Questions

The @apple iPhone 17e just landed on my messy desk and I’m going to be giving it a thorough review all week. Got any questions or things I should test? Let me know in the comments. And stay tuned for...

By James Smith (DadLife with James)
Testing a TP‑Link Travel Router for Family Wi‑Fi
SocialMar 12, 2026

Testing a TP‑Link Travel Router for Family Wi‑Fi

We've got some travel coming up, so I'm finally taking the opportunity to test out a travel router. While I wanted the slim Unifi one, it's sold out everywhere, so I grabbed this TP-Link. I'm going to try it out for:...

By Hiro (Hiro Report)
Vertical Rack Designs Make Optical Interconnects Essential
SocialMar 12, 2026

Vertical Rack Designs Make Optical Interconnects Essential

This is when optical will move to scale. Feynman concept rack from CES, blades stacked vertically, not horizontally. Once rack designs move to this (may be training racks only), then optical becomes a must. https://t.co/CR2fBiX5kH

By Ben Bajarin
Few Know I Own Multiple Apple Devices
SocialMar 12, 2026

Few Know I Own Multiple Apple Devices

No. iPad, I think one version of watch if not more. Anyway, not the first time, just very few knew :)

By Ben Bajarin
MOKiN 8‑in‑1 USB‑C Hub Simplifies All Connections
SocialMar 12, 2026

MOKiN 8‑in‑1 USB‑C Hub Simplifies All Connections

Running out of ports or want to simplify plugging your notebook into your accessories, from keyboard to monitor? Then you'll really appreciate the MOKiN 8-In-1 USB-C Hub. It even has some secret functions that are pretty slick, as I demonstrate:...

By Dave Taylor
Taiwan's AI Supply Chain Covers End‑to‑End Hardware
SocialMar 12, 2026

Taiwan's AI Supply Chain Covers End‑to‑End Hardware

2/ Taiwan’s AI supply chain includes companies specializing in: *AI servers *cooling systems *testing equipment *chip packaging *compute racks & trays *fab construction *contract manufacturing

By Tim Culpan
Developers Embrace “Scale‑Across” To Extend Data Center Reach
SocialMar 12, 2026

Developers Embrace “Scale‑Across” To Extend Data Center Reach

For reaching farther into another data center, developers are now talking about scale-across. https://t.co/cKqx5hSf6J #scaleup #scaleout #datacenters #Ethernet #scaleacross

By Ed Sperling
Dell and DOE Turn AI Hype Into Mission Advantage
SocialMar 12, 2026

Dell and DOE Turn AI Hype Into Mission Advantage

Speaking at and attending @DellTech Symposium in Washington DC. The day kicked off with @MichaelDell, Dario Gil @ScienceUnderSec and Dell Federal VP @Surid. They’re framing how Dell and the U.S. Department of Energy aim to use AI, high‑performance computing, and...

By Patrick Moorhead
AI Boom Fueled by Hundreds of Hidden Taiwanese Suppliers
SocialMar 12, 2026

AI Boom Fueled by Hundreds of Hidden Taiwanese Suppliers

Everyone talks about Nvidia and TSMC. But the AI boom is actually powered by hundreds of Taiwanese companies most people have never heard of. I built a massive list of the Taiwanese suppliers riding the AI wave. Only at Culpium. https://t.co/KUpxDMev6I

By Tim Culpan
Korea’s March Exports Show Semiconductor Supply Still Robust
SocialMar 12, 2026

Korea’s March Exports Show Semiconductor Supply Still Robust

Korea btw posted strong exports for the first 10 days of March, so the semi-trade is NOT disrupted yet, and this notion that Helium is running out for Hynix and TSMC is so far 100% BS as they have 5-6...

By Andreas Steno Larsen
Radio DJs Once Recorded Bumpers on Sony Minidiscs
SocialMar 12, 2026

Radio DJs Once Recorded Bumpers on Sony Minidiscs

When I was an on-air radio DJ in the early 2010s, all of our bumper spots were recorded on Sony minidiscs. The technology of a forgotten future, and the sort of thing that's everywhere in Japan. https://t.co/3ITnIGzgW1

By Nolan Gray
Thin, Light GeekBook X14 Pro Impresses with 32GB RAM
SocialMar 12, 2026

Thin, Light GeekBook X14 Pro Impresses with 32GB RAM

Sick of your boat anchor? I put a shockingly thin and light GEEKOM GeekBook X14 Pro Windows 11 Pro Laptop through its paces, and I'm not going to lie, I was impressed. And did I mention 32GB of RAM and...

By Dave Taylor
Lithography: The Foundation of Every Chip Advancement
SocialMar 12, 2026

Lithography: The Foundation of Every Chip Advancement

#Technology #Thread #Semiconductor #Manufacturing #Lithography The Semiconductor Lithography Equipment Landscape: 1/ - Every Semiconductor Breakthrough Starts With Lithography. -- Smaller Transistors -- Higher Density -- Better Performance - All Depend On How Precisely Patterns Can Be Transferred Onto Silicon.

By Chetan Arvind Patil
Ecoflow Launches 5 kWh Inverter Battery with Full Discharge
SocialMar 12, 2026

Ecoflow Launches 5 kWh Inverter Battery with Full Discharge

Ecoflow debuts 5 kWh residential inverter battery with 100% depth of discharge #energysky -- via pv magazine global: https://t.co/69GUPjmW2C

By Tor “SolarFred” Valenza
10-Year Apple Newsletter Dissects MacBook Neo Strategy
SocialMar 11, 2026

10-Year Apple Newsletter Dissects MacBook Neo Strategy

Subscribe to my daily newsletter all about Apple. In its tenth year with ~2,000 updates published to date. Since last week, we have been dissecting MacBook Neo strategy from every angle.

By Neil Cybart (Above Avalon)
Panasonic's Curved OLED IFE Targets First-Class Luxury
SocialMar 11, 2026

Panasonic's Curved OLED IFE Targets First-Class Luxury

As premium travel surges, Panasonic Avionics’ curved, ultra-wide OLED IFE screen, Astrova Curve, is sparking the imagination of airlines that want to ‘wow’ passengers seated in their most premium real estate. PAC sees it debuting in first-class cabins. https://t.co/sXnCdZLfAw

By Mary Kirby
Mac Mini Hosting for Agentic AI Benefits MacStadium
SocialMar 11, 2026

Mac Mini Hosting for Agentic AI Benefits MacStadium

Didn't have Mac Mini's as being the host computer for agentic AI on my bingo card. Looks like they are hosting a Mac Mini for you as part of the service. Maybe a good play for @MacStadium ?

By Ben Bajarin
Local LLMs Will Make Hardware Specs Critical by 2028
SocialMar 11, 2026

Local LLMs Will Make Hardware Specs Critical by 2028

The top .1% of users are playing with local LLMS This will 10x every 12 months.... Until Apple, Dell and MSFT have one on your local device BY DEFAULT in 2028 This takes the local hardware spec race from irrelevant for 99%...

By Jason Calacanis
Foldable iPhone Gains iPad‑Style Multitasking Interface
SocialMar 11, 2026

Foldable iPhone Gains iPad‑Style Multitasking Interface

NEW: Apple’s forthcoming foldable iPhone will include updates to the iOS operating system that enable iPad-like layouts and side-by-side apps for the first time, enhancing the device’s appeal for multitasking. https://www.bloomberg.com/news/articles/2026-03-11/apple-s-foldable-iphone-to-feature-ipad-like-interface-when-opened

By Mark Gurman
Expensive Workstation’s CPU Boost Failure Highlights Hands‑On Diagnostics
SocialMar 11, 2026

Expensive Workstation’s CPU Boost Failure Highlights Hands‑On Diagnostics

>user performance issues on $ 6k machine >no one can explain >spend 20 min getting feel for machine >feels wrong >CPU is not boosting clock correctly Working in a call center where I would just walk to peoples computers and sit there and agree something...

By SwiftOnSecurity
RAM Shortage Drives up Cheap PC Prices
SocialMar 11, 2026

RAM Shortage Drives up Cheap PC Prices

Interested in a low-cost computer or microprocessor? Many have doubled in price over the last few months due to RAM shortages. https://spectrum.ieee.org/ram-shortage-price-increase

By IEEE Spectrum Threads
NVDA Leads Futurum AI Accelerator Signal
SocialMar 11, 2026

NVDA Leads Futurum AI Accelerator Signal

$NVDA comes out on top in our new Futurum Signal for AI Accelerators. No surprise here. But here we are. 👏🏻 https://t.co/h31AB0YjWp

By Daniel Newman
Apple’s GCD Update Boosts Efficiency on M5 Max
SocialMar 11, 2026

Apple’s GCD Update Boosts Efficiency on M5 Max

I think Apple has updated Grand Central Dispatch to squeeze out some of these efficiency gains on M5 Max. Sitting here staring at core utilizations by workload and there are some differences from prior Max/Pro silicon.

By Ben Bajarin
Game‑Changing Innovation Every CMOS Engineer Must See
SocialMar 11, 2026

Game‑Changing Innovation Every CMOS Engineer Must See

To all CMOS....this is a GAME CHANGER worth checking out. https://lnkd.in/g6q_tvHJ

By Latane Conant
Nuphy Air V3 Rivals Lofree Flow84 in Feel and Sound
SocialMar 11, 2026

Nuphy Air V3 Rivals Lofree Flow84 in Feel and Sound

My main keyboard remains the Lofree Flow84 (V1, not V2), but I must admit that the Nuphy Air V3 comes awfully close on feel, and arguably sounds a little bit better. Here's a sound test. https://t.co/qrrrq5zfoS

By David Heinemeier Hansson
Backing Musubi: First Consumer Holographic Photo Frame
SocialMar 11, 2026

Backing Musubi: First Consumer Holographic Photo Frame

I just backed musubi: the first consumer holographic photo and video frame on @Kickstarter https://t.co/dWB7H7VPRV

By Brad Feld
Timing Tracker Reveals Why Optical Advances Awaited
SocialMar 11, 2026

Timing Tracker Reveals Why Optical Advances Awaited

Optical has always been about timing. Lots of folks were right "banging the table" but anyone who has tracked this space knew it would happen, and why, but when was the question. That's why in this report, I outlined...

By Ben Bajarin
Nexperia China Launches Domestic Chip Production Amid Crisis
SocialMar 11, 2026

Nexperia China Launches Domestic Chip Production Amid Crisis

Nexperia China says it has begun producing its own chips This was clear from the beginning of this crisis... https://t.co/Sf9e2kXIYp

By Paul Triolo
Meta Accelerates Custom AI Silicon: Four Generations in Two Years
SocialMar 11, 2026

Meta Accelerates Custom AI Silicon: Four Generations in Two Years

Custom silicon is critical to scaling next-gen AI. We’re detailing the evolution of the Meta Training and Inference Accelerator (MTIA), our homegrown silicon family designed to power the next era of AI experiences. Traditional chip cycles span years, but model...

By Meta
Meta’s AI Chip Program Isn’t Dead, Rumors Debunked
SocialMar 11, 2026

Meta’s AI Chip Program Isn’t Dead, Rumors Debunked

Remembering back to last week when people said $META was canceling its AI chip program. Glad some of us kept it real. 😬🙃

By Daniel Newman
Exploring the World Through a Tiny 5MP Camera
SocialMar 11, 2026

Exploring the World Through a Tiny 5MP Camera

for the next hour, I plan to "see the world" through the eye of an Fujifilm instax Pal is a tiny, 5-megapixel digital camera.. https://t.co/orYcmkf2zr

By Dez Blanchfield
MacBook Neo $599 Review: Which Users Should Buy?
SocialMar 11, 2026

MacBook Neo $599 Review: Which Users Should Buy?

At the risk of spoiling my entire review, I present to you: Rating the $599 Macbook Neo based on who the customer is: https://youtu.be/iGeXGdYE7UE

By Marques Brownlee (MKBHD)