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Tech

JBL PartyBox On-The-Go 2 Plus Launches as Portable Party Speaker with Wireless Mic, Bigger Sound, and All-Day Battery

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JBL is doubling down on portable party speakers with a clear focus on karaoke, expanding its PartyBox lineup with the new PartyBox On-The-Go 2 Plus alongside the EasySing microphone ecosystem. At the center of the launch is AI-powered EasySing technology, which uses on-device processing to separate vocals from music in real time—allowing users to reduce or remove the original singer without relying on cloud services or pre-processed tracks.

The system goes beyond simple vocal stripping. JBL integrates pitch support, Voice Boost for high-frequency clarity, and built-in effects like reverb, echo, and noise suppression to create a more controlled and customizable performance. Paired with the new EasySing microphones, the platform is designed to turn any song into an instant karaoke track while keeping latency low and setup straightforward—no apps, subscriptions, or external processing required.

As music continues to evolve, so does the way people experience it together,” said Carsten Olesen, President of Consumer Audio at HARMAN. “At JBL, we’re harnessing advanced AI technologies like real-time vocal separation and intelligent vocal enhancement to transform passive listening into shared, interactive moments. By integrating AI directly into our products, we’re creating new ways for people to connect and celebrate.”

JBL PartyBox On-the-Go 2 Plus

jbl-partybox-on-the-go-2-plus-black

Designed to elevate both parties and karaoke nights, the JBL PartyBox On-The-Go 2 Plus combines JBL’s signature sound and dynamic lightshow with its new EasySing AI technology. Using the JBL One app, users can adjust sound and lighting settings, while the system brings vocals forward in real time to instantly transform any track into a performance-ready experience.

Portability gets a practical upgrade with a redesigned central handle for better weight balance, along with a wider, thicker shoulder strap that makes it easier to carry between locations.

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Under the hood, the speaker delivers up to 100 watts of power, driven by dual silk-dome tweeters and a 5.25-inch woofer for solid bass and clear, detailed highs. Battery life is rated at up to 15 hours, and the inclusion of a replaceable battery means it’s built for extended sessions without cutting the party short.

For even more party flexibility, the PartyBox On-The-Go 2 Plus is also Auracast compatible for easy multi-speaker pairing with JBL Auracast-enabled speakers

Comparison

jbl-partybox-compare
JBL Model PartyBox On-The- Go 2 Plus (2026) PartyBox On-The- Go 2 (2026) PartyBox On-The- Go (2020) 
Product Type Party Speaker Party Speaker Party Speaker
Price  $419.95 $419.95 $249.95
Output Power 100 W RMS  100 W RMS  100 W RMS
Speaker Drivers 1 x 5.25-inch (135 mm) woofer

2 x 0.75 inch (20 mm) Dome tweeters  

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1 x 5.25-inch (135 mm) woofer

2 x 0.75 inch (20 mm) Dome tweeters  

1 x 5.25in (133mm) woofer 

2 x 1.75in (44mm) tweeters

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Frequency Response 40 Hz – 20 kHz (-6 dB) 40 Hz – 20 kHz (-6 dB) 50Hz – 20KHz (-6 dB)
Signal-to-Noise Ratio > 80dB > 80dB > 80dB
Bluetooth/USB Input -9dBFS -9dBFS -9dBFS
USB Playback Formats Supported (Disable for EMEA region) MP3, .WAV, FLAC  MP3, .WAV, FLAC  MP3, .WAV, WMA
USB File Format FAT16, FAT32 FAT16, FAT32 FAT16, FAT32
Bluetooth Version 5.4 5.4 4.2
Bluetooth® Profile  A2DP V1.4, AVRCP V1.6 (SW), TMAP1.0, PBP1.0 A2DP V1.4, AVRCP V1.6 (SW), TMAP1.0, PBP1.0 A2DP 1.3, AVRCP 1.6
Bluetooth Auracast Yes Yes No
Bluetooth® Transmitter Frequency Range 2.4 GHz – 2.4835 GHz 2.4 GHz – 2.4835 GHz 2.4 GHz – 2.48 GHz
Bluetooth® Transmitter Power ≤ 16 dBm (EIRP) ≤ 16 dBm (EIRP) 10dBm (EIRP)
Bluetooth® Transmitter Modulation GFSK, π/4 DQPSK, 8DPSK GFSK, π/4 DQPSK, 8DPSK GFSK, π/4 DQPSK, 8DPSK
2.4G Wireless Transmitter Frequency range 2404 – 2478 MHz 2404 – 2478 MHz Not Indicated
2.4G Wireless Transmitter Power < 10 dBm (EIRP) ≤ 8.5 dBm (EIRP) Not Indicated
2.4G Wireless Modulation GFSK GFSK, π/4 DQPSK, 8DPSK Not Indicated
Aux-In 370 mV RMS (3.5mm connector) 370 mV RMS (3.5mm connector) (3.5mm connector)
Mic-In 20 mV RMS 20 mV RMS Yes – voltage not indicated
Battery  Battery Type: Li-ion 34 Wh (7.2 V / 4722 mAh) 

Battery Charge Time: < 3.5 hours (Speaker off mode) 

Music Play Time: up to 15 hours (varies by volume level and xaudio content)

Fast Charging: 10 minutes provides up to  80 minutes of playtime

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Battery Type: Li-ion 34 Wh (7.2 V / 4722 mAh) 

Battery Charge Time: < 3.5 hours (Speaker off mode) 

Music Play Time: up to 15 hours (varies by volume level and xaudio content)

Fast Charging: 10 minutes provides up to  80 minutes of playtime

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Battery type: Lithium-ion 18Wh (7.2V @ 2500mAh)

Battery charge time: <3.5hrs 
Music  play time: <6 hrs  

USB Charge Out 11 V / 2 A (Max) (Speaker off mode) USB charge out: 11V / 2A (Max) (Speaker off mode) Not Indicated
Power Input  100 – 240 V ~50/60 Hz 100 – 240 V ~50/60 Hz 100 – 240 V ~50/60 Hz
Power Cable Type AC power cable (type varies by region) AC power cable (type varies by region) AC power cable (type varies by region)
AC Cable Length 2.0m / 6.6 ft 2.0m / 6.6 ft 2.0m / 6.6 ft
IPX Rating IPX4 IPX4 IPX4
Dimensions (WHD) 501 x 258 x 221 mm

19.72 x 10.16 x 8.70 inches

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501 x 258 x 221 mm

19.72 x 10.16 x 8.70 inches

489 x 244.5 x 224 mm 

19.3 x 9.6 x 8.8 inches

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Weight 6.45 kg / 14.22 lbs 6.36 kg / 14.02 lbs 6.5 kg / 14.3 lbs
Wireless Microphone EASYSING with AI vocal removal included

Frequency response: 50 Hz – 15 kHz (-6 dB) 

Transmitter transmitting power: < 8.5 dBm (EIRP) 

2.4G wireless transmitter frequency range: 2404 – 2478 MHz
 
Distance between transmitter and receiver: ≤ 30 m 

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Microphone playtime: up to 10 hours 

Rechargeable battery: 240mAh 3.7V Li-ion battery 

Carrier frequency: 2404~2478MHz 

Receiver Max Output Level: <1VRMS

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JBL Standard Mic Included

Frequency Response: 50Hz – 15kHz(-6dB) 

Signal-to-Noise: >59dBA 

Transmitter transmitting power: <8.5dBm (EIRP) 

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2.4G wireless transmitter frequency range: 2404 – 2478MHz 

Distance between transmitter and receiver: ≤30m

JBL Standard Mic Included

Frequency response: 65Hz – 15kHz

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Signal-to-noise (S/N) ratio: >60dBA

Transmitter transmitting power: <10mW

Microphone battery play time: <10hrs

Distance between transmitter and receiver: >10m

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Wireless Microphone Dimensions (WHD): 46.5mm x  225mm x 43mm 

1.83’’ x 8.86’’ x 1.69’’ 

Not Indicated Not Indicated
Wireless Microphone Weight 197g / 0.434lbs Mic Not Indicated Not Indicated
What’s in the Box 1 x JBL PartyBox On-The-Go-2 Plus
 
1 x Quick-start guide 

1 x Safety Instruction and Warranty Card 

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1 x wireless microphone (EASYSING)

1 x microphone holder  

AC power cord – quantity and plug type vary by regions

1 x shoulder strap

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1 x JBL PartyBox On-The-Go-2  

1 x Quick-start guide 

1 x Safety Instruction and Warranty Card 

1 x wireless microphone 

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1 x microphone holder 

AC power cord – quantity and plug type vary by regions

1 x shoulder strap

1 x JBL PartyBox On-The-Go 
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1 x Quick-start guide 

1 x Safety Instruction and Warranty Card 

1 x wireless microphone 

1 x microphone holder 

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 AC power cord – quantity and plug type vary by regions

JBL EasySing Mics & JBL EasySing Mic Mini

jbl-easysing-mics-package

Pro Tip: Images and full specifications for the JBL EasySing Mic Mini were not available at the time of publication.

Expanding the EasySing ecosystem, JBL is also introducing the EasySing Mics and the EasySing Mic Mini. These AI-powered microphones integrate real-time vocal separation and enhancement into a compact, performance-ready design.

Built for flexibility, they offer users greater control over vocals with improved clarity and processing, making them a natural extension of the PartyBox experience for karaoke sessions, parties, and casual performances.

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The JBL EasySing Mics provide real-time, AI-powered vocal removal from any track while maintaining clear, balanced audio. Users can adjust the level of original vocals to 25%, 50%, or fully removed, while JBL’s EasySing algorithm enhances live vocals with Voice Boost for improved high-frequency clarity, along with natural reverb, echo, and noise suppression.

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The JBL EasySing Mic Mini takes a more compact approach, offering a pocket-sized solution for singing and content creation. It includes Voice Boost for high-pitch support and AI-based noise suppression to reduce background interference, making it suitable for a wider range of environments.

Setup is intentionally simple. There are no apps or complicated pairing steps—just plug the included USB-C dongle into a compatible JBL speaker and start using the microphones immediately. It’s a straightforward, wireless approach that keeps the focus on performance rather than setup.

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Portability is also a priority. A compact carrying bag makes it easy to store in a pocket or small bag, while the microphone design includes a ring handle for a secure grip and a magnetic clip for hands-free use.

Each set includes two microphones, offering up to 10 hours of battery life on average and a 30-meter wireless range for duets and group performances. A USB-C dongle is also provided for seamless plug-and-play. EQ customization is provided by the JBL One App

JBL EasySing Mics are compatible with JBL PartyBox On-the-Go 2, JBL PartyBox Encore 2, JBL PartyBox Encore Essential 2, JBL PartyBox Club 120, JBL PartyBox Stage 320, JBL PartyBox 520, and JBL PartyBox 720

JBL EasySing Mic Mini is compatible with JBL Go 5, JBL Grip, JBL Flip 7, JBL Charge 6, JBL Xtreme 5, JBL Boombox 4, and all JBL PartyBox models through Aux. (Aux cable not included.)

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JBL EasySing Mic Specifications

jbl-easysing-mics-pair
JBL Model  EasySing Mic
Product Type Wireless Microphone
Price (comes as a pair) $199
Dynamic Range 98 dBA @ 1 kHz
Signal -to -Noise  59 dBA
THD  (Total Harmonic Distortion) < 1% @ 94 dB SPL, 100 Hz – 10 kHz
Microphone Head  16 mm ECM
Transmitting Power < 10 dBm
Carrier frequency  2404 – 2478 MHz
Encryption  AES – 128
Frequency / Channel selection  Adaptive channel selection
Frequency response: 50 Hz – 15 kHz 50 Hz – 15 kHz
Battery Specifications  Microphone rechargeable battery: 240 mAh, 3.7 V Li-ion polymer battery 

Microphone battery charge time: < 3.5 hours in off mode

Playtime: Up to 10 hours

Dimensions (WHD) Microphone: 45.5 x 224.5 x 42.7 mm / 1.79” x 8.84” x 1.68”

Dongle: 24 x 45.4 x 15.6 mm / 0.95” x 1.79” x 0.61”

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Weight Microphone: 195 g / 0.43 lbs

Dongle 12 g / 0.026 lbs

What’s in the Box 2 x Microphone
1 x AI Dongle 
2 x Microphone Holder 
1 x USB to USB-C Adaptor 
1 x QSG (Quick Start Guide)
1 x Safety Sheet
jbl-partybox-on-the-go-2-plus-top
jbl-partybox-on-the-go-2-plus-back

The Bottom Line 

JBL knows exactly where this category is heading and isn’t standing still. The PartyBox On-The-Go 2 Plus leans hard into AI-driven karaoke with EasySing, combining real-time vocal removal, onboard vocal processing, and Auracast support into a portable speaker that’s built as much for participation as it is for playback. That’s the hook—this isn’t just background music anymore, it’s the main event. The addition of dedicated EasySing microphones pushes JBL further into a more complete ecosystem that feels purpose-built for social listening and performance.

What’s missing? This isn’t an audiophile product and doesn’t pretend to be. You won’t find high-resolution streaming features, advanced codec support, or the kind of system integration that serious hi-fi buyers expect. And if you don’t care about karaoke or AI vocal tricks, the standard PartyBox On-The-Go 2 might make more sense—and cost less—since it sticks to the basics with a traditional wireless mic.

Who is this for? Anyone who wants to turn a backyard, beach day, or living room into a low-effort karaoke setup without messing around with apps, subscriptions, or complicated gear. If your idea of a good night involves a microphone, questionable song choices, and zero patience for setup, JBL just made your life easier.

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Price & Availability

  • JBL PartyBox On-The-Go 2 Plus comes with one EasySing Mic and is available for pre-sale for $419.95 on JBL.com with a sale date of April 12, 2026.
  • JBL PartyBox On-The-Go 2 (without EasySing Mic and AI) – $419 at Amazon
  • JBL EasySing Mics$199 at Amazon
  • JBL EasySing Mic Mini will be available for pre-sale beginning April 12, 2026, at JBL.com for $179.95 with an on-sale date of May 10, 2026.

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Something Made Earth’s Molten Core Reverse Direction In 2010

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ScienceAlert reports:
In the molten ocean of iron churning in Earth’s outer core, a section deep beneath the Pacific Ocean suddenly reversed direction and started moving eastward against the planet’s usual westward flow. This happened in 2010, according to satellite measurements of Earth’s magnetic field, and scientists are still trying to figure out what caused it… [I]t seemed to have a large, wave-like structure — as though a chunk of molten core material suddenly thought better of where it wanted to go, surging in the other direction… This finding suggests that there are processes that can influence it strongly enough to alter its behavior in bulk — and that our planet’s interior may be more dynamic and variable than we thought.
A new analysis captures what we know so far — and

“It’s from the roiling, molten, conducting metal at Earth’s heart that the planetary magnetic field is generated… vital to our continued existence. It helps keep the atmosphere we breathe in and harmful cosmic radiation out.”

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Off-Grid OCR Server Powered By IPhone

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Running an optical character recognition (OCR) server might sound like it would need some powerful hardware, like a rack-mounted, water-cooled machine, or at least a nice desktop or laptop. But if you have the time, anything could be used. [Hemant] has a long-running personal project that processes a lot of image data over a long time, and set up the OCR server on an iPhone 8 running entirely with solar power, rather than turn to more typical hardware.

Part of what makes this task feasible for low-powered hardware is Apple’s Vision framework, which uses machine learning to aid in things like character recognition (among other tasks). It will run on an iPhone just as easily as a Mac. The phone’s built-in battery already provides the first step of an off-grid setup. This build relies on a separate power bank to integrate the phone with the solar panel more easily. On the software side, [Hemant] reports that the true challenge wasn’t setting up the server as much as it was keeping the iPhone from sleeping or stopping his program from running full-time.

A system like this running off-grid, especially considering the costs of the solar panel and power bank, might seem counterproductive. But when comparing electricity costs for running the same software on his server, he estimates he saves about $10 per month with this setup, which has a payback of somewhere around 2-3 years. Not too bad for a phone that would have otherwise ended up in a landfill. Old phones can be surprisingly good choices for servers, too. It helps if they can run Linux, but plenty of phones will support server applications, even when running their native OS.

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Regular vs. Smart Thermostats: Everything You Wanted to Know

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At CNET, we’ve been testing smart thermostats for years, so it’s always a little surprising to hear, “What’s a smart thermostat?” But only a fraction of American households, around 17%, actually use smart thermostats. That’s too bad, because they’re one of my favorite smart home innovations, and offer handy advantages for almost everyone

So, what’s the difference, aside from flashy new touchscreen designs? I’ll take you through what’s new with these thermostats and how your heating and cooling will never be the same (neither will your energy bills).

Scheduled heating and cooling

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A woman reaches to an Ecobee Essential thermostat on a white wall.

Thermostats like Ecobee’s allow for easier scheduling from a distance.

Ecobee

Both smart and traditional thermostats have programmable settings, letting you set temperature thresholds for specific hours and specific days of the week, and changing them as seasons change. The biggest difference is that smart thermostats make this much easier.

With old programmable thermostats, you’re mostly stuck doing programming with the thermostats’ manual controls. Smart thermostats allow you to set schedules from the app, no matter where you are, and you can usually save and switch between schedules on the fly, making the process significantly smoother.

Read more: Don’t Put Your Thermostat In These Places

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Costs 

You can find a standard programmable thermostat without any bells and whistles for under $20 from brands like Honeywell Home (although those with fancy touchscreens will cost more), so they’re an easy way to save money if you need a replacement. Smart thermostats, with all their added features, cost significantly more. Amazon has one of the cheapest for under $100, but for something like Nest’s 4th-gen Learning Thermostat, you’ll have to pay close to $300.

Honeywell Home thermostat on a white wall in front of a kitchen.

If you’re worried about initial costs, regular thermostats cost a whole lot less than smart thermostats.

Honeywell Home

Energy savings

Programmable thermostats will save you money, as long as you stay within strict temperature settings at certain times of day and night. Smart thermostats don’t necessarily save more, but they make saving money so much easier that houses tend to save more as a result, since very few users have time to constantly adjust a standard thermostat for maximum savings.

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With settings like eco modes and monthly reports on energy savings, smart thermostats tend to save the average household significant amounts of money. Google Nest studies have estimated the average user saves around 15% on energy bills annually, while Ecobee says users can save up to 26% at the high end. That’s easily enough to cover the initial costs of a smart thermostat in a year or two.

Some smart thermostats are very pretty, but its their control options that matter.

Google Nest

Remote operation

A regular thermostat doesn’t have app connections and will, at most, have a remote control you can use from across the house. Smart thermostats, meanwhile, have Wi-Fi connections and apps. That means that as long as you have your phone and a connection, you can make thermostat changes.

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For some people, this is an important feature — they can adjust the temperature while on vacation or if they forget while away from home. Others are fine making changes only when they’re at home.

Automatic learning and adjusting

A regular thermostat will heat or cool your home exactly when and how you tell it to. So will a smart thermostat — unless you enable its smarter features. Smart thermostats include learning algorithms and sensors that study activity in the house, like when people get up in the morning and start moving around.

With basic data like this, smart thermostats can start making adjustments about when to raise the heat or start cooling off, and when to hold back because there’s no one at home. Essentially, they can schedule themselves and respond to significant changes in habits.

Also, many new smart thermostats come with satellite sensors that you can place in specific rooms that traditional thermostats may not be able to “read” very well, increasing their temp-sensing accuracy. 

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Ecobee's thermostat and sensor side by side.

Ecobee’s thermostat with its sensor.

Ecobee

Energy savings

Programmable thermostats will save you money, as long as you stay within strict temperature settings at certain times of day and night. Smart thermostats don’t necessarily save more, but they make saving money so much easier that houses tend to save more as a result, since very few users have time to constantly adjust a standard thermostat for maximum savings.

With settings like eco modes and monthly reports on energy savings, smart thermostats tend to save the average household significant amounts of money. Google Nest studies have estimated the average user saves around 15% on energy bills annually, while Ecobee says users can save up to 26% at the high end. That’s easily enough to cover the initial costs of a smart thermostat in a year or two.

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Installation

Both smart and standard thermostats are installed the same way — by connecting various wires to the thermostat’s base plate. Both offer professional installation services as well, so there’s not much difference here.

The biggest difference is that smart thermostats won’t work as well with every home system. For example, smart thermostats won’t make a huge difference if you use radiant floor heating as your primary heat source (it’s slower to respond and doesn’t affect thermostat sensors the same way), so you may as well save money with a simpler thermostat.

A Nest thermostat sensor sitting on a white table with a temperature illustration above it.

Thermostat sensors can go anywhere to monitor specific temperatures.

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Google Nest

Connections to other devices

Smart thermostats can often connect to other smart home technology, including security hubs and customized triggers, through platforms like IFTTT or Controller for HomeKit. Since smart thermostats tend to have extra sensors for humidity or air quality, they can trigger things like air purifiers, fans, dehumidifiers and more. Some smart thermostats even come with built-in voice assistants, while most at least support voice assistant control through Alexa, Google’s voice assistant and more.

Regular thermostats don’t have any of these connections, so you can’t usually connect them to home routines or set temperature triggers for other devices.

ecobee-siri-oct-12

Many smart thermostats can work with voice assistants too.

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Ecobee

Bottom line

Smart thermostats make saving money much easier than regular thermostats and come with plenty of extra bells and whistles, including opportunities to connect them to voice assistants and other smart home devices. They’re also sleek, smart devices that display personalized info about your home and weather, while learning your habits and automatically adjusting heating or cooling — no micromanagement needed. Plus, unlike regular thermostats, you can control them from anywhere.

In return, the big drawback of smart thermostats is that they cost a whole lot more than a regular thermostat replacement would, although they do tend to pay for themselves within a year or two. However, not everyone is comfortable using an app for scheduling or letting a smart thermostat make changes itself, so some users may find themselves uncomfortable with the change.

Ready to learn even more? See our guide on the best settings to use on your smart thermostat for the season, the easiest steps to save on heating and cooling bills, and the best smart home devices overall. 

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Etzioni on AI: Wall Street is quietly betting on AI to beat inflation

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(BigStock Illustration)

How can the U.S. bond market, where the world’s smartest money lives, reconcile $36 trillion in national debt with less than 2.5% expected annual inflation over the next decade? The answer may consist of two letters: A and I.

Four forces are pushing inflation up:

  • The debt keeps growing as a fraction of GDP and neither political party has a credible plan to contain it.
  • The AI buildout is consuming gigawatts, transformers, and copper faster than the grid can supply them.
  • The Iran war has sent oil prices to a four-year high and pushed April inflation to 3.8%.
  • And we have a president who announces tariffs at breakfast and rescinds them by lunch.

Any one of these should put inflation back on the front burner. Taken together they are alarming.

Look at the chart. The red line is the national debt. It tripled. From 35% of the size of the economy to 100% in 20 years. The green line is what the bond market expects inflation to be. It went from 2.4% to 2.45%. Not a typo. A mere 20 basis points over 20 years.

The bond market has been telling the same inflation story since George W. Bush’s second term. Through three presidents, two financial crises, a pandemic, and the highest inflation in 40 years.

For most of those 20 years, four forces did the anti-inflationary work. The Federal Reserve earned its credibility crushing inflation in the 1980s and defended it every time since. Globalization sent cheap goods from China and cheap labor from everywhere, and that quietly held down prices. The country was aging, which dampens demand. And foreign central banks bought our debt no matter what, putting a floor under the bond market.

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Here’s the problem: every one of those four forces is weaker now than it was a decade ago.

The Fed is under more political pressure than at any point since Nixon leaned on Arthur Burns in the early 1970s. Kevin Warsh was recently sworn in as Fed chair after the most divisive Senate vote in the institution’s history.

Globalization is going the other way. Tariffs are up, companies are bringing production home, and the U.S. and China are pulling apart economically. The old direction held prices down. The new direction pushes them up.

Aging is happening more slowly here than abroad, and restricted immigration is tightening the labor market further. Meanwhile, foreign demand for our debt is fading as China and the Gulf states quietly diversify away from dollars.

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Four pillars, all cracking at the same time. Enough that you’d expect bond traders to notice. Enough that they should be demanding more inflation compensation than they used to.

Yet they aren’t. The green line hasn’t moved. The bond market is still pricing in about 2.45% inflation over the next 10 years. Roughly the average of the last 30 years. The professionals are barely flinching. Is the market missing something? Or, perhaps, the market is betting on AI.

Not on Sam Altman, not on Nvidia’s next earnings report, not on whether ChatGPT can write your kid’s college essay, but on productivity. On the idea that AI will deliver more output from the same labor, lower costs across the economy. A shift big enough to absorb the fiscal mess and keep prices anchored. That’s the bet baked into the green line. Whether you’ve thought about it that way or not, you’re either riding it or fading it.

Is the AI bet a good one?

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The case for the market being right is straightforward. AI substitutes compute for labor in exactly the white-collar service sectors that have been driving inflation: customer support, basic coding, radiology, drug discovery, the entire knowledge-worker middle. Each of those becomes cheaper and faster.

Do the arithmetic: one extra point of annual productivity growth over a decade gives you an economy that’s roughly 10% larger. The debt stabilizes as a share of GDP without austerity. And here’s the kicker: this is the only story big enough to plausibly replace all four of those pillars all at once. If AI works, the anchor holds. If it doesn’t, nothing else is big enough.

The case for the bet going wrong is also strong. The productivity payoff is the back half of the trade. The front half, what we’re living through right now, as I wrote recently in the column about AI capital spending, is inflationary as hell. Data centers eating gigawatts, three-year waits for transformers, electricians making six figures, power prices climbing in every region hosting compute. The bill comes first. The payoff comes later. Maybe.

Productivity gains take longer than anyone expects. The personal computer was on every desk by 1990. The productivity gains didn’t show up in the data until 1995. In 1987, the economist Robert Solow joked that you could see computers everywhere except in the productivity statistics. The same is true of AI today. It’s in every newsroom, every earnings call, and almost nowhere in the productivity data. So far.

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Stanford economist Erik Brynjolfsson argued in the Financial Times in February that the fog may finally be lifting. The 2025 jobs numbers were revised down by 403,000 while Q4 GDP grew 3.7%: output up, labor flat, which is the definition of productivity gain. His estimate: 2.7% in 2025, nearly double the prior decade’s 1.4% trend. If he’s right, the harvest phase has started.

AI doesn’t settle the inflation question. It widens the range of plausible outcomes. If AI works, the productivity gains absorb the debt and inflation stays anchored. If it doesn’t, the other pressures take over. A weakening Fed. Reversing trade. Bigger deficits. All pushing prices up simultaneously.

The bond market has made its choice. It isn’t betting on the Fed. It’s betting on the GPUs. The professionals are betting that AI will save us from the debt.

So what should an investor do?

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If you believe AI will deliver the productivity miracle the bond market is pricing in, regular Treasury bonds are fine. You’ll out-earn inflation-protected Treasuries (TIPS) by half a percent to a percent per year and pocket the difference. If you don’t fully believe it, TIPS at a real yield of about 2% above inflation are cheap insurance. You give up a little expected return, and you sleep better at night. 

If you can’t decide, and honestly who can, own some of each. A 50/50 split hedges your bet and protects you from being completely wrong in either direction.

And isn’t hedging what bond investing is all about?

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Evan Monsma Turns a Broadcast Camera Viewfinder Into a Sharp Little Standalone TV

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Old Camera Viewfinder to TV Mod
Evan Monsma started with a viewfinder built for a professional broadcast camera. Inside sat a small monochrome CRT, the kind camera operators once relied on for precise framing during live shoots. He wanted that same screen to work on its own, showing ordinary video signals without the rest of the camera attached.



The original equipment came with an eight-pin connection that not only provided power but also transported video and control signals back and forth between the viewfinder and camera body. There wasn’t a publicly available pinout, so Monsma decided to get his hands dirty and open it up to see what was inside. He used a multimeter to map out each and every wire, and voilà! He discovered that a yellow conductor supplied around 12 volts of power, the black and red wires served as ground, and the video signal was transmitted via a grey line, and it turned out that just three connections were sufficient to operate the tube.


Roku Smart TV 2026 – 55-Inch Select Series, 4K QLED TV – Roku TV with Voice Remote – Flat Screen…
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He cut the factory wire and built a simple adapter, allowing the viewfinder to be powered by a wall power supply or a suitable battery via a regular DC barrel socket. He also installed an RCA jack to accept composite video; both connectors are now mounted on the rear of the enclosure, securely fastened using sticky adhesive and heat-shrink tubing to prevent them from coming away during regular operation. He cleaned up the old harness by attaching heat-shrink coverings to the unwanted wires and storing them out of sight.

Old Camera Viewfinder to TV Mod
The focus-peaking switch still works flawlessly, and you can adjust the brightness and contrast to achieve the ideal image. Monsmas also tested the side panel using an HDMI-to-composite converter and was pleased to note that even with the contrast turned down, text remained visible, and the dark part of the movie had more information than you’d see on many laptops under similar settings.

A wooden base is what gives the finished piece its proper shape. Monsma carved several channels into scrap wood to hide the cables underneath, painted the screw locations, and then secured the metal viewfinder body to the board with little machine screws. A application of Danish oil on the base and a fresh coat of white paint on the housing transformed it from a Frankenstein’s monster to something that looked like it belonged there.

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Old Camera Viewfinder to TV Mod
The original sunshade now flips over to provide a flat surface on top of which you can place another small gadget. You can have the viewfinder up and running in seconds; when the tube warms up, the image appears and remains solid. Monsma ran games via it and watched a variety of video clips; the analog approach produced none of the scaling artifacts commonly seen on low-cost contemporary displays.

The finished product takes up very little desk space while delivering a respectable image. Its analog input is compatible with antique cameras, game consoles, and any device that can output composite video, and a cheap converter makes it simple to connect to current sources. The hardwood mount keeps everything organized and the unit rock sturdy. The controls continue to respond as expected.
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Apple TV, HomePod mini updates are waiting for Siri’s upgrade

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Apple’s home hardware is about to get a shake-up this fall. While the Apple TV gets a bit of a performance boost, the HomePod mini will get a bunch more Siri functionality.

Apple has long been rumored to be working on a new HomeHub, but other household tech will get updates soon. That includes the Apple TV and the HomePod mini.

According to Mark Gurman’s “Power On” newsletter for Bloomberg on Sunday, Apple has sat on new hardware for the two models for months. Indeed, they’re already being actively used by Apple employees at Apple Park.

The refreshed hardware has been held back from launch because of software. Apple apparently wants to ship them alongside the long-awaited revamp of Siri and new Apple Intelligence features, making them destined for a fall launch.

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That said, the HomePod mini is suffering from limited availability, both online and at retail.

As for what’s changing, the Apple TV won’t get much of an update. A chip upgrade is almost certain, possibly with a slightly improved remote, but the Apple TV enclosure won’t change.

The HomePod mini, meanwhile, will go through a similar internally-facing glow-up. Outside, it will look pretty identical to the current spherical model, but the S5 chip will be updated to something much newer.

While they will chiefly be spec-bump updates, the changes should also allow the models to work with new Apple Intelligence and Siri features.

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One of our favourite Ninja air fryers just hit its lowest price yet

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Being able to cook a main and a side at the same time in one appliance – and have them both hit the table together, without one going cold while the other catches up – feels like an obvious idea, but most kitchens still can’t pull it off.

Well, the Ninja Foodi FlexDrawer looks to change that, and it’s currently down from £269.99 to £196.99 at Amazon, a saving of £73 that makes it the cheapest it has been since launch.

Ninja Foodi Flexdrawer on a pastel backgroundNinja Foodi Flexdrawer on a pastel background

A bestselling Ninja Foodi air fryer has crashed to its lowest price yet, despite Prime Day being weeks away

At just £196.99, this Ninja Foodi FlexDrawer deal brings a very clever air fryer down to a genuinely fantastic price.

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The FlexDrawer’s central idea is a single 10.4-litre drawer that a removable divider splits into two independent 5.2-litre cooking zones, each running a different temperature and function simultaneously, both finishing at the same time.

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Remove the divider entirely and that same drawer becomes a MegaZone capable of fitting a 2kg chicken or a full traybake, which makes it practical for households cooking for eight or more people rather than just couples doing mid-week meals.

Seven cooking functions cover Air Fry, Max Crisp, Roast, Bake, Reheat, Dehydrate, and Prove, giving it a range that goes considerably beyond the standard air fryer brief and into territory that would otherwise require multiple appliances on the worktop.

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Ninja’s own testing puts cooking speed at up to 65% faster than a fan oven, and energy use at up to 45% less. These figures are based on specific test conditions, but it should translate into genuinely shorter cook times and lower running costs over regular use.

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The drawer and crisper plates are dishwasher safe, the exterior is BPA-free, and the unit ships with silicone tongs and a chef-created recipe guide, so there’s no additional spending required to start cooking straight out of the box.

£196.99 is a strong price for a dual-zone air fryer with this much capacity and flexibility, and given this is already at its lowest price ahead of Prime Day, there’s no obvious reason to wait for the sale.

The Ninja Foodi FlexDrawer holds the award for the best large air fryer in our Best Air Fryer 2026 guide, where our experts have rated and reviewed the top options across all sizes and budgets.

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Someone Built A Manual Transmission Pen With A Working Clutch And Gear Shift

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A commonplace pen is one of the most unspectacular tools imaginable. Take the classic Bic Cristal, for instance: As of 2025, Bic has sold more than 120 billion of them. We’re used to grabbing pens without a second thought about them, but some pens have special mechanics behind them. This particular one, for instance, isn’t your standard color-switching option. 

Pens with working gear shifts and manual transmissions may seem like a silly idea, but they can actually be functional, and even rather practical. Roulton proudly declares that it offers “the world’s first manual transmission pen,” which switches between ink colors by means of a tiny working gear shift. Though it’s a novelty, for sure, the model, the engineering that YouTube’s Maker B put into making it work, and the practical advantages that the unique setup can offer is impressive. Here’s what went into building this unique writing implement.

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Making a manual transmission pen



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It can be difficult to resist a great fidget gadget. It’s common to find one that doubles as a pen, and because of the smooth and satisfying action of a stick shift (even a tiny one), this is exactly what this pen offers.

In April 2024, YouTube’s Maker B posted the video, which demonstrates their meticulous process for crafting the pen. The maker begins their work with precise machine-cutting of copper tubing, including the thread cutting that’s so crucial to the ‘twist’ motion of the components. Careful thread tapering and cutting, as well as the steady layer-by-layer crafting of the clutch pedal, is astonishing to watch, as each delicate component from the shifter to the housing of the push rods is custom made.

One commenter on the video declared that they’d spend a lot on this pen, and several others were soon jokingly competing to out-bid them. The demand was clearly there. As a result, Roulton ultimately began stocking the item, in two varieties. The Manual Transmission Pen is available in three different colors: Blue, Black, and Olive. They’re priced at $38.50, and there’s also a version of the standard pen that has been further customized with a stainless steel Shift Knob and Clutch Button. This particular version will cost $52.50, the so-called Manual Transmission Pen Pro. For further customization, replacement clutch buttons in either black, white, or red are $3.50 each. 

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How the Manual Transmission Pen works

There are a lot of veteran drivers who aren’t confident with working a manual transmission, which is also called a “stick shift”. Fortunately, as far as this pen’s concerned, Roulton‘s FAQs will get you up to speed quickly.

Simply shift gear and press the clutch button simultaneously to select the right position for operation, then let go of the clutch to write in the chosen color (purple, orange, green, blue, red, or black). Another press of the clutch button will return the pen to its ‘open’ position, allowing you to select another option. 

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Being a mechanical device, there may be times when the pen doesn’t operate correctly. Maker B has acknowledged that one potential issue is the gear shift not returning to the correct position to be re-used. Should this happen, the suggested answer is to extend the gear lever and move it between the positions carefully but forcefully, while keeping the button held down. 

This should resolve the issue, with the designer reporting that a tell-tale click should be heard to demonstrate this. That click is characteristic of the kind of feedback that a good manual gearshift provides (albeit in miniature), and part of what makes the whole idea so satisfying and tactile. Though this is not the first pen ever made with such a gear shift, the care and attention that Maker B puts into their creation is exquisite.

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Hackaday Links: May 31, 2026

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If you’re located in the Northeast United States and thought you heard an explosion yesterday afternoon, it wasn’t just your imagination — multiple sources have now confirmed that a 1 meter (3 foot) meteor entered the Earth’s atmosphere and broke up in the air off the coast of Massachusetts, releasing the energy equivalent of 300 tons of TNT.

Well, maybe. The latest update from NASA says it might actually qualify as a meteorite, with radar data indicating that debris from the space rock may have fallen into Cape Cod Bay. For those unfamiliar, the difference between a meteor and a meteorite is whether or not any of the object survived its encounter with the atmosphere and made it down to the surface.

There’s an argument to be made that a larger asteroid would have likely set off some alarm bells as it approached the planet, but the fact that this deep space interloper showed up unannounced is a sobering reminder that our ability to detect incoming threats isn’t nearly as robust as we’d like. Fortunately, it looks like the event didn’t result in any serious damage or injury.

Magnet fishers in Cape Cod are stoked.

Speaking of mid-air threats, here’s a reminder of what not to do on an airliner: on Saturday a flight departing Newark airport for Spain had to turn around when it was discovered a Bluetooth device bearing the name “BOMB” was onboard. There was no actual explosive device found on the plane when it was searched upon its return, and reports are that the whole incident was the result of an Ill-conceived device name on a portable speaker.

The details on this one are interesting, as a first-hand account posted to Reddit would seem to indicate that both the flight crew and teams back at United Airlines headquarters in Chicago were able to see the Bluetooth devices on the plane in real-time. The passengers were actually given several chances to turn off their devices before the order was given to turn the plane around, and at one point the crew claimed they were even able to see the number of Bluetooth devices that were still active.

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Admittedly, it could have been as simple as one of the crew members using an app on their phone to see how many discoverable Bluetooth devices they could pick up and reporting their findings back to the home office. But in the modern security climate, it’s not hard to imagine that the aircraft has some form of integrated Wireless Intrusion Detection System (WIDS). Something to keep in mind the next time they ask you to put your gadgets into airplane mode during takeoff.

It seems like every week we’ve been reporting on some service going dark, and today is no different. As pointed out by OMG Ubuntu, Canonical will be shutting down the Ubuntu Pastebin service in June. In fact, originally it was supposed to go offline today, but they’ve pushed the date back by a month due to the response from the community. Turns out giving your users just a few days to pack up their belongings before kicking them to the digital curb isn’t popular. Who knew?

Now granted Hackaday is geared more towards hardware than software, but a search through the database would seem to indicate we’ve never once run a post that linked to Ubuntu Pastebin in the 18 years the service has been available. Conversely, we had pages of results when searching our back catalog for instances of the classic pastebin.com. So we’re actually curious about this one and would love to hear from the readers: how many of you were actually using this service regularly, and will you miss it?

Finally, those in the market may be interested to hear that Wells Fargo will start offering mortgages for 3D printed homes produced by the Texas-based ICON Technologies. They’ve even got a special incentive program lined up for the extruded domiciles, offering a lender credit that can offset some of the closing costs.

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This might not sound like that big of a deal, but apparently most banks have been understandably skeptical of the technology and the long-term market for 3D printed homes up to this point. After all, it was just a few years ago that a recently completed 3D printed home in Iowa had to be demolished after the structure fell short of safety standards. As pointed out by CNBC, previous communities produced with ICON’s concrete printing technology had to be financed through the developer.

We’re still not sure that 3D printed homes make a whole lot of sense, but making the technology more accessible is surely a net positive. Even if the current state of the art in house squirting isn’t quite there, you know how the old saying goes: a journey of a thousand miles begins with a single layer.


See something interesting that you think would be a good fit for our weekly Links column? Drop us a line, we’d love to hear about it.

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Garmin’s Epix Pro Gen 2 is a huge 50% off, but you need to be fast

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Most smartwatches make you pick a side: style or substance. Garmin’s Epix Pro Gen 2 Sapphire Edition doesn’t.

It looks like a premium everyday watch, but underneath the titanium bezel, you’re getting one of the most capable multisport GPS tools around, which makes this huge price drop all the more tempting.

The Garmin Epix Pro Gen 2 Sapphire Edition is down from $999.99 to $499.99, a $500 saving that puts one of the most capable multisport GPS watches on the market at exactly half its original asking price.

Garmin Epix Pro on a sky blue backgroundGarmin Epix Pro on a sky blue background

Garmin’s Epix Pro Gen 2 Sapphire Edition has dropped to half price, though the offer won’t be around for long

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This Garmin Epix Pro deal makes a compelling case for anyone training across multiple disciplines to invest in some genuinely capable tech.

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The sapphire lens and carbon grey DLC titanium case aren’t cosmetic decisions dressed up as premium features — they exist because this is a watch built for people who train hard enough to genuinely need scratch resistance and structural durability on their wrist.

Underneath that build quality, the 1.3-inch always-on AMOLED display runs at 390 x 390 resolution, which is sharp enough that preloaded TopoActive maps, ski resort SkiView data, and golf course overlays are actually legible in direct sunlight without squinting.

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The Epix Pro Gen 2‘s Battery life reaches up to 16 days in smartwatch mode or 30 hours with GPS active, and SatIQ technology manages that balance automatically by switching between multi-band and standard GPS based on signal conditions, preserving runtime without sacrificing positional accuracy.

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The training metrics go considerably deeper than HRV and sleep tracking: Hill Score evaluates running strength on steep ascents using VO2 max and training history, while Endurance Score pulls data across all athletic disciplines to show how cumulative training load is actually affecting your fitness over time.

PacePro technology generates a GPS-based pacing strategy for a selected course or distance on race day, and the Visual Race Predictor uses your training data to estimate realistic finish times across 5K, 10K, half-marathon, and marathon distances before you’ve even toed the start line.

The built-in LED flashlight with variable intensities and strobe mode is a practical addition for anyone doing early-morning or late-evening sessions, and the safety and tracking feature automatically sends your live location if the watch detects an incident during a solo run or ride.

Half price is a significant discount for a watch built to this specification, and $499.99 makes a compelling case for anyone training seriously across multiple disciplines who has been waiting for the right moment to invest in something genuinely capable.

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