#Machine Tooling Market Share

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Machine Tooling Market - Forecast(2024 - 2030)

Machine Tooling Market Overview

The Machine Tooling Market is estimated to surpass $94.42 billion marks by 2026 growing at an estimated CAGR of more than 3.7% during the forecast period 2021 to 2026. Increasing demand for high efficiency in complex machining products is expected to drive the Machine Tooling Market. Rise in demand for low operating cost and high precision, along with technological advancement in production processes, is further resulting in the popularity of CNC machine tools. Moreover, development and launch of next-gen, cutting-edge machine products and solutions are the central focus areas for key players in this market. These players are continuously investing in R&D to create enhanced and sophisticated offerings to strengthen their portfolio and further entrench their position in the market.

Machine Tooling Market Report Coverage

The report: “Machine Tooling Market– Forecast (2021-2026)”, by IndustryARC covers an in-depth analysis of the following segments of the Machine Tooling Market.

By Type: CNC Machine Tools, Conventional Machine Tools

By Product Type: Metal Cutting Tools (Boring and Drilling, Milling, Finishing, Lathe, Machine Centers and Others), Metal Forming Tools (Rolling, Forging and Press, Extruding and Drawing, Punching and Blanking, Bending, Shearing, Casting and Others) and Special Machine Tools (EDM, EBM, PAM, LBM, USM, ECG, CM and Others)

By Sales Channel: Direct and Indirect

By End User Industry:  Automotive, Healthcare, Mining and Metal, Aerospace and Defense, Construction, Electrical and Electronics, Energy and Power, Transportation and Others

By Geography - North America (U.S, Canada, Mexico), South America(Brazil, Argentina and others), Europe (Germany, UK, France, Italy, Spain, Russia and Others), APAC(China, Japan India, SK, Aus and Others), and RoW (Middle East and Africa).

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Key Takeaways

End users in this market, typically prefer OEMs to provide maintenance support rather than going through a third party. Thus, driving a change in the market model prevalent in this segment. 

CNC has various advantages over conventional machines. the various advantages of CNC machines, including high accuracy, safety, time efficiency, flexibility, and low maintenance, is further expected to drive the CNC machine tools market demand.

The core focus areas for leading players in this business are the technical advancement and introduction of next-gen, cutting-edge CNC machine products and solutions. In order to build enhanced and advanced offerings to improve their portfolio and further entrench their position in the industry, these players are actively investing in R&D.

Machine Tooling Market Segment Analysis - By Type

CNC Machine Tools significantly dominate the Machine tool sector accounting for nearly 80% of the market. CNC Machine Tool systems are generally categorised into Milling, Lathe, Drilling, Plasma Cutter, Grinder, Others. The rising demand for high performance in complex machining products is expected to boost the CNC sector. The growth in demand for low running costs and high accuracy, along with technical advances in manufacturing methods, is further contributing to the popularity of CNC machine tools. In addition, the increase in demand across industries particularly in the electronics and automotive sectors contributes positively to the development of the market for CNC machine tools. The core focus areas for leading players in this business are the technical advancement and introduction of next-gen, cutting-edge CNC machine products and solutions. In order to build enhanced and advanced offerings to improve their portfolio and further entrench their position in the industry, these players are actively investing in R&D. Nearly every OEM provides maintenance services to the end users. These end users prefer OEM led maintenance services rather than third parties due to the discounted maintenance services typically offered as well as reliability and improved component procurement policies. This is changing the business model typically utilized in the market.

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Machine Tooling Market Segment Analysis - By Product Type

The Milling segment held among the highest market share in 2020. Milling machines tools are primarily used in metal grinding processes across a variety of industries. The positive acceleration of the metalworking process industries in the world has ignited the market for milling machines tools. Milling machines tools are extremely flexible and can perform a wide range of functions, such as filling, spinning, chamfering, drilling, gear cutting, and so on. These devices can also render numerous incisions by using multiple cutters.

Moreover, Lathe segment is anticipated to witness significant market growth during the forecast period 2021-2026. Lathe is a tool that rotates every workpiece on its axis in order to execute a wide variety of operations. Automation is the key factor likely to fuel the expansion of the global demand for lathe machines tools. Manufacturers have begun to simplify their manufacturing procedures in order to improve efficiency. The incorporation of the Internet of Things (IoT) into manufacturing (Smart Manufacturing) is one of the latest market trends that will give the business sufficient momentum in the years ahead.

Machine Tooling Market Segment Analysis - By Geography

APAC accounted for the largest share of the Machine tool market. The significant demand from automotive and aerospace sector in China, India and South-East Asia, in particular, is driving market growth. Geographically, RoW (Middle East and Africa) region is anticipated to witness the significant market growth during the forecast period 2021-2026 with a CAGR of 5.22%. The market growth is due to the rising demand of the CNC machine tools from the end-users including automobile, food & beverage, aerospace, construction and others. Growing automotive production primarily in Kuwait, Jordan, and others is projected to boost the market growth. Israel is home to robust mining and manufacturing sector. The country’s manufacturing sector is booming with effective diamond cutting/polishing technologies, aviation and space products, and food processing. These provide promising growth prospects for the machine tool market in the country.

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Machine Tooling Market Drivers

Rising Adoption of Internet of Things (IoT) Technologies to Fuel Growth

One of the most prominent machine tools market trends is expected to be the increasing uptake of IoT in the manufacturing sector. This will be a result of escalating demand for information and access to information. Furthermore, producers are looking to bring down their production costs, streamline processes, and raise the safety quotient in their units. As a result, there is growing investment in IoT by manufacturers for improved management and control, which is propelling the machine tool market, especially CNC Machine tools. For instance, it is predicted that by 2020, the manufacturing sector will receive an investment of USD 267 billion for IoT integration. Studies have shown that close to 31% of manufacturing operations are already IoT-enabled, which augurs well for this market.

Adoption of CNC Machine Tools in Medical Sector

The medical industry greatly benefits from the efficiency, speed, and accuracy of CNC machining. According to a report by Teton Machine, the number of Americans aged 65 and older is projected to double between 2019 and 2060 95 million. Due to the growth of aging population, the need for precision machining services in the medical industry is growing as well. CNC machines are capable of producing sophisticated surgical instruments, tiny screws and everything in between.  In addition medical machined parts for the most complex devices require tight tolerances, which is capable through CNC machine tools. Adding to this, multi-tool and multi-axis machines, such as CNC Swiss turning centers, improve the manufacturing of medical parts with shorter cycle times and owing to the features allowing versatility during production. Moreover several medical equipment manufacturers such as Pulse systems, are focusing on adopting CNC machine tools for advancements in manufacturing. In 2019, Pulse Systems acquired additional CNC (computer numerical control) machine tools to support the company's rapid growth, and has expanded its facilities space to accommodate the newly-added capital equipment. Hence these rising adoption will drive the market growth in the forecast period 2021-2026.

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Machine Tooling Market Challenges

High Maintenance Costs and Lack of Training to Hinder Growth of the Market 

Generally, CNC machines are costlier than the manually-operated machines. However, with time, the cost is estimated to reduce effectively. Furthermore, to maintain the proper functioning of the machines, regular maintenance of the high-tech pieces is essential by the manufacturers. Apart from this, the focus in the current market is on deploying cheaper machine tools, especially in developing nations. While this saves on initial investment, these machine tools have higher long-term maintenance, parts replacement and other costs, apart from the limited functionality. Besides that appropriate training and machinists need to get acquainted with the professional skills necessary to operate these machines. Hence high maintenance costs and lack of skilled workers will restrict the market growth in the forecast period 2021-2026.

Machine Tooling Market Landscape

Product launches, acquisitions, and R&D activities are key strategies adopted by players in the Machine Tooling Market. Dalian, Amada, JTEKT, Trumpf, Shenyang Machine Tool (SMTCL), Philips Machine Tools, KRC Machine Tool Services, Optimation Technology Inc., Troy Industrial Services, MIC Group and others are considered to be the key players of the Machine Tooling Market.

Acquisitions/Technology Launches/Partnerships

In December 2019, DMG MORI, a leading machine tool manufacturer launched LASERTEC 125 3D hybrid, a new hybrid additive manufacturing system. The LASERTEC 125 is a 5-axis laser deposition welding (LDW) system designed for the maintenance, repair and production of significantly larger parts

IN February 2019, Okuma America Corporation, a world leading builder of CNC machine tools, partnered with Jergens, a superior manufacturer of workholding solutions for machine tools. This partnership was aimed to provide the best possible integrated solutions to the end-user. Such partnerships and Product launches positively impacts the market growth.

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Driving Precision: Machine Tools Market Share, Size, Trends, and Future Outlook 

The global machine tools market is undergoing a significant transformation, driven by technological advancements, evolving manufacturing needs, and regional shifts in production dynamics. This blog delves into the current state of the market, highlighting key trends, regional insights, and the impact of emerging technologies. 

Machine Tools Market Share 

As of 2025, the machine tools market share is valued at USD 106.59 billion and is projected to reach USD 123.09 billion by 2030, growing at a compound annual growth rate (CAGR) of 2.92% during the forecast period. This steady growth reflects the industry's resilience and adaptability in the face of global economic challenges and technological disruptions. 

Technological Advancements Driving Growth 

The integration of Industry 4.0 technologies is revolutionizing the machine tools sector. Manufacturers are increasingly adopting digital solutions such as artificial intelligence (AI), the Internet of Things (IoT), and robotics to enhance operational efficiency and precision. These advancements have led to the development of smart factories, where connected and automated equipment streamline production processes. 

In 2021, the industry witnessed substantial growth, with production reaching USD 85 billion and consumption at USD 80 billion. This surge indicates a robust recovery and a growing demand for advanced manufacturing machinery solutions. 

Impact of Electric Vehicle (EV) Production 

The automotive sector's shift towards electric vehicle (EV) production is reshaping the machine tools landscape. Traditional manufacturers are adapting to meet the unique demands of EV component production, which requires high-precision machining for battery housings and lightweight structural components. This transition is driving increased investment in new manufacturing technologies, including multi-axis machining centers and advanced automation equipment. 

For instance, in March 2022, Intel announced an EUR 80 billion investment plan in Europe, with significant allocations for advanced industrial automation equipment capabilities. Such investments underscore the growing importance of machine tools in supporting the EV industry's expansion. 

Regional Insights 

Asia-Pacific: Leading the Market 

Asia-Pacific is the largest and fastest-growing market for machine tools. The region's dominance is attributed to its robust manufacturing base, particularly in countries like China, Japan, and South Korea. These nations are investing heavily in advanced manufacturing technologies to enhance productivity and maintain competitive advantages. 

United States: Strengthening Production Capabilities 

The United States has reinforced its position in the global machine tools market, with production reaching USD 7.5 billion in 2021. This notable increase has elevated the country's ranking in global production standings. The U.S. market is characterized by a focus on innovation and the adoption of smart manufacturing practices. 

Market Segmentation 

The machine tools market is segmented based on type, end-user industry, and geography. 

By Type: 

Milling Machines 

Drilling Machines 

Turning Machines 

Grinding Machines 

Electrical Discharge Machines 

Others 

By End-User Industry: 

Automotive 

Fabrication and Industrial Machinery Manufacturing 

Marine and Aerospace & Defense 

Precision Engineering 

Others 

Each segment plays a vital role in catering to specific manufacturing needs, with the automotive sector being a significant consumer due to the ongoing transition to EV production. 

Competitive Landscape 

The machine tools market is characterized by low market concentration, with numerous players operating globally. Key companies are focusing on strategic partnerships, mergers, and acquisitions to expand their market presence and technological capabilities. Innovation remains a critical factor, with firms investing in research and development to introduce advanced and efficient machine tools.  Learn more about- Machine Tools Market Competitive Landscape

Future Outlook 

The machine tools market is poised for steady growth, driven by the increasing adoption of Industry 4.0 technologies and the evolving needs of the manufacturing sector. As industries continue to prioritize efficiency, precision, and automation, the demand for advanced machine tools is expected to rise. 

Furthermore, the ongoing shift towards sustainable and electric mobility solutions will necessitate the development of specialized machine tools capable of meeting new production requirements. Manufacturers that can adapt to these changes and invest in cutting-edge technologies will be well-positioned to capitalize on emerging opportunities. 

In conclusion, the machine tools market is undergoing a transformative phase, marked by technological innovation and changing industrial demands. Stakeholders must stay abreast of these developments to remain competitive and leverage the growth potential within this dynamic industry. 

For more detailed insights, you can refer to the full report on the global fencing market by Mordor Intelligence: https://www.mordorintelligence.com/industry-reports/machine-tools-market?utm_source=tumbler

About Mordor Intelligence:  

Mordor Intelligence is a trusted partner for businesses seeking comprehensive and actionable market intelligence. Our global reach, expert team, and tailored solutions empower organizations and individuals to make informed decisions, navigate complex markets, and achieve their strategic goals. 

With a team of over 550 domain experts and on-ground specialists spanning 150+ countries, Mordor Intelligence possesses a unique understanding of the global business landscape. This expertise translates into comprehensive syndicated and custom research reports covering a wide spectrum of industries, including aerospace & defense, agriculture, animal nutrition and wellness, automation, automotive, chemicals & materials, consumer goods & services, electronics, energy & power, financial services, food & beverages, healthcare, hospitality & tourism, information & communications technology, investment opportunities, and logistics. 

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Automation and Smart Technologies: Transforming the Machine Tools Market

Market Overviews

In 2023, the machine tools industry generated income of USD 78.8 billion in 2023, which is projected to experience a CAGR of 4.4% over the forecast period, to attain USD 105.6 billion by the end of the decade. This is primarily attributable to the fact that the precision and proficiency in making are the key indicators for minimum wastage and alteration. Machine tool, which has a very high precision level, can help to avoid material wastages and cost reduction at the time of assembly of the part.

The major reason for the growth of automation and robotics in machining technologies can be identified in the weak workforce in the high-level manufacturing industry of the developed countries and greater use of these techniques in the aerospace, defense, medical device, marine and other sectors.

The progress of Industry 4.0 has conversed multiple innovations like artificial intelligence, big data, robots and automation, allowing more efficacy, productivity and flexibility across major sectors. One of the factors, which increased the use of machine tools in the metal fabrication and industrial manufacturing industries, is the growth of the pressure on manufacturers for good quality products with efficiency, sustainability and acceptable lead time and no possible errors. An example is, automotive industry introduced visual inspection system in their production, this had a great impact in PPM defects.

Key Insights

The metal cutting category held a larger market share of around 70% in 2023 globally.

Metal cutting machine tools is an important part of the industry, which includes automotive, aerospace, defense, mechanical engineering, and medical devices industries for precise shaping of metal and alloys such as iron, steel aluminum, titanium, and copper.

This category contains a huge range of different machinery like crurshers, grinding machines, turning machines, milling machine, electrical discharge machine (EDM) and many other.

Of them, milling machine markets outshine because of their capability to generate accurate cuts of metal, making them primarily engineered by manufacturers.

In contrast, the metal forming machines are used for bending, shaping, and other processes that are associated with metalworking.

The CNC category held a larger market share of around 75% in the global machine tools market in 2023 and is the fastest-growing in the automation segment.

CNC machines reduce manufacturing time and error rates by using CAD and CAM software to receive design instructions from a computer.

They are able to accomplish more tasks in one line prompt then one would be able to give. Therefore, there is a reduction in level of guided instruction.

Numerous types of production equipment like milling, grinding, turning, lathing, drilling and electrical discharge machining can be also merged with CNC technology.

Standard tools like change-handing on the lathe machine or milling with a handheld machine necessitates a higher level of expertise and may not conform to the set shape.

CNC technology is preferred over conventional machine tools for higher precision and more efficient production.

APAC held the largest revenue share in the global machine tools market in 2023 due to increasing industrialization and population growth in countries like China and India.

Competition among emerging economies to become manufacturing powerhouses, coupled with government initiatives like Make in India, Made in China 2025, and Making Indonesia 4.0, has created a favourable investment environment.

Significant growth is also observed in the IT sector of North America.

Source: P&S Intelligence

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Automation and Industry 4.0 Propel Global Machine Tools Market to New Heights

The global machine tools growth is projected to grow from USD 78.6 Billion in 2023 to USD 104.7 Billion by 2030, registering a CAGR of 4.2%. Companies in the automobile industry are gradually adopting CNC machine tools to produce complex components with more accuracy, efficiency, and stability. Automakers are aggressively putting plans into place to shorten product life cycles, boost product…

[jjwolves]

· • —– ٠ ✤ ٠ —– • · Punishment for the Moon · • —– ٠

A *biiiig* thank you to @namosaga for commissioning this piece! I hope it lives up to expectations, honk honk.

What: 6 ENA the Worker X Werecat Reader Headcanons

Who: ENA the Worker from ENA Dream BBQ (by Joel G)

How Much: ~1500 Words, ~5 Mins

Credits: Image Banner -> Joel G, Divider -> @saradika-graphics

Warnings: None

ENA took a liking to you almost immediately. Many entities in her world were fluid in shape, but few held a similar motif of duality within their being as concentrated as she did. In her eyes, you were just like her. And on top of that, you wanted to… be with her! She didn’t know how to quantify nor explain how enlightening such a bond was to her, so she simply expressed it in the only way she knew how. “I think that our shared assets have a similar trend, and they multiply in value every single day, so… It’d be the financially wise decision for you to see me every day, right?” Salesperson donned a gentle smile and tilted her cap over her eyes, gently dancing in place from side to side. You agreed, of course; ENA was something just as special to you. She knew what she was like, and in knowing herself understood you deeply without needing to say a word. Never a fright nor judgemental stare was elicited by your admittedly fearsome form. Meanie put it best. “Why should I be scared of a furry mountain like you?! You’re nothing but fuzz-origami!” Her words were harsh, but she stood on her tippy-toes so that her clawed hand could gently scritch your ears. Something in the back of your mind told you understood what she was saying. It was probably true. Something else told you that she wasn’t insulting you. That one was unsure; her tone made it hard to tell.

ENA picks up on a lot of similarities between you two, and tries to “capitalize on the trend,” as she so corporate-speaks it. Practically speaking, it’s like a bonding exercise where she tries to copy your metamorphoses. When you shift into your werecat form, bulking up and going wild, pointed ears flicking out, she tries to mimic your transformation and unleash Meanie, striking a pose and brandishing her clawed hand, cackling madly. “Now we’re getting incendiary! GUNS BLAZING!” When people look at you two in alarm, you frantically try to wave your paws to assure them that you are not going to go on a rampage, despite ENA’s enthusiasm. When you shift back to your humanoid form, ENA pockets Meanie and slips into Salesperson, cunning grin spread across her face and conspiracies already noted down in her daytime planner. “What an effective weight loss technique! I suppose finesse is the name of the game today?”

Your cubist girlfriend has, quite sadly, never had a real friend who simply enjoyed her company, let alone loved her. Most of her relationships were one of proximity to speaking coffee machines and “hey, I have a job for you”. Her greatest trade offer of all was thus: in exchange for your love, she loved you back. Hard. Starting out, though, she has trouble knowing what to do with herself and how to navigate the testy waters of a new relationship with you. While ENA didn’t mean to, she started out treating you a little bit like a tool to help her get to where she needed to be. She’d lead you to an obstacle and clap her hands with practiced enthusiasm, usually something you could demolish which impeded her progress. “Say, partner, how about a deal? Could you become a titan of industry for me and crash the market? Go big or go home? Feline up to it?” ENA’s success made her happy, which made you happy, so you gladly monstered out and destroyed whatever wall or barricade or incredibly rude rainrock golem stood in her way.

Over time, ENA learns to slow down and be more intimate with you. While she usually loves zipping all over the place with productivity spring-loaded into every step, ENA learns that she actually really enjoys taking it easy with you and napping together. She busies herself frequently with missions, but it’s not uncommon at all for her to make a stop at wherever you’re at and insist that you take a rest with her. You’re more than happy to sleep next to the one you love (two amazing things in one activity), but you like to put up some playful resistance to see how she reacts. Meanie always tags in to take the bait. “Listen up, bud. I’m here for my regularly-scheduled mind maintenance! I marked it on your calendar three times already, not to mention my stupid planner!” She rips open her planner and flips the pages angrily in your face. Coupons with your face doodled on them fall out and she frantically recollects them. “Ignore those!” Eventually you drop the act and agree to snuggle. ENA’s crimson side likes to lay next to you and position her arm as a pillow for you—it’s sort of a weird side-hug. Her pale side drapes herself over you, turning you into the pillow. Sometimes ENA likes to snuggle you in your humanoid form because she can hug all of you at once, but other times she not-so-subtly hints that she wants you to be the big cat for a while. She says things like, “Paws ON the merchandise!” (Who can blame her? You’re big and soft.) She doesn’t know the word ‘werecat’ nor ‘therianthrope’, though, so she once prompted you with this bit of gold: “Can you be the mascot for me?” And just like that your pride was shattered. Not that there’s much left to salvage when a simple touch from her is all it takes to earn a rumbling purr from you.

You like to be around her, not just to hang out with her, but to protect her as well. It’s a dangerous world out there, and even if ENA is faced with something that even a lumbering werecat can’t stop, you feel a bit better knowing that it’s at least an option that she can fall back on. ENA appreciates it but is pretty blunt with how she feels about this. “Your application is noted and appreciated, but I have a lot of job experience. You have made a very safe investment. Besides… YOU HAVEN’T EVEN SEEN ME WITH A HANDFAN YET! DO I LOOK WEAK TO YOU?! EVERY MOOK IS A TOUGH CUSTOMER UNTIL THEY’RE… ahem. Until they’re liquidated.” She sings that last part like it’s a corporate jingle. You end up insisting on coming along with her on adventures anyways. It’s not just physical danger you ought to protect her from—there’s emotional danger out there, as well. And ENA’s pride won’t allow her to admit it a lot of the time, but it helps her a great deal to have you near. Once, ENA had to deliver a samurai’s suitcase to a shady casino owner in order to negotiate with him. She was confident in her deal-making technique and social poise. You didn’t want to her to be despirited, but the truth of the matter is that ENA isn’t a perfect salesman; in fact, on some days she’s more like a loon whose speech is decorated with suit-ties and shoe-polish shine. And you love your loon. You need your loon. But you’re not sure that your low-poly sweetheart can handle an actual diplomatic meeting. So, you stand by to… assist. “Let’s identify your cold spots and construct a graph. Every angle confirms my conspiracy theory: This suitcase is a lucrative asset for you to invest in.” The casino boss looks disinterested (or, as disinterested as a hieroglyph of a jellyfish can look). When ENA is too busy gesturing wildly to her captive audience, you shift into your much more intimidating form and lean forward to properly menace. The casino boss sweats a little and ENA turns back to you, huffing from an intense and passionate sales pitch. You’re already back to your human form, waving inconspicuously to her. The jellyfish guy took the deal and ENA stood triumphant, jumping up and kissing you and buzzing with victory. “What happened tonight will revolutionize the lottery sector! Oh thank you, thank you!” Did she know what you did? She never said anything if so.

There are times when your instincts kick in and you take off after a particularly annoying character. You can’t help it, and ENA knows that. Now, ENA herself is not a very violent person (at least not anymore), but she definitely won’t try to reign you in if you’re dealing with a real hardhead. She runs after you when you tear off after the source of irritation but doesn’t lift a finger to help your quarry. “Where the revenue goes, one must follow!” she shouts at you as they run away. Her hat is blown off her head in the chaos. She really doesn’t mind this behavior from you; in fact, she likes it. ENA has a soft spot for your wild strength and finds it attractive, especially when you're standing up for her. (Imagine that, someone big standing up for her!) “You really suited up for battle… All for me,” she says, giving you a kiss. “How about next time, you let me be the auditor?” Later on, when you’re being harassed by a stick figure nobleman, Meanie jumps out of the bushes and screeches through her megaphone at them, an admittedly startling event. They run for the hills. “I am a beast of burden, and my taxes are never fully filed.” She smugly adjusts her cap. You pick up the crown and wear it, your spoils of victory. ENA flashes a crimson smile. "You look like promotion material!"

[ms-demeanor]

Hello! First, I wanted to say thank you for your post about updating software and such. I really appreciated your perspective as someone with ADHD. The way you described your experiences with software frustration was IDENTICAL to my experience, so your post made a lot of sense to me.

Second, (and I hope my question isn't bothering you lol) would you mind explaining why it's important to update/adopt the new software? Like, why isn't there an option that doesn't involve constantly adopting new things? I understand why they'd need to fix stuff like functional bugs/make it compatible with new tech, but is it really necessary to change the user side of things as well?

Sorry if those are stupid questions or they're A Lot for a tumblr rando to ask, I'd just really like to understand because I think it would make it easier to get myself to adopt new stuff if I understand why it's necessary, and the other folks I know that know about computers don't really seem to understand the experience.

Thank you so much again for sharing your wisdom!!

A huge part of it is changing technologies and changing norms; I brought up Windows 8 in that other post and Win8 is a *great* example of user experience changing to match hardware, just in a situation that was an enormous mismatch with the market.

Win8's much-beloathed tiles came about because Microsoft seemed to be anticipating a massive pivot to tablet PCs in nearly all applications. The welcome screen was designed to be friendly to people who were using handheld touchscreens who could tap through various options, and it was meant to require more scrolling and less use of a keyboard.

But most people who the operating system went out to *didn't* have touchscreen tablets or laptops, they had a desktop computer with a mouse and a keyboard.

When that was released, it was Microsoft attempting to keep up with (or anticipate) market trends - they wanted something that was like "the iPad for Microsoft" so Windows 8 was meant to go with Microsoft Surface tablets.

We spent the first month of Win8's launch making it look like Windows 7 for our customers.

You can see the same thing with the centered taskbar on Windows 11; that's very clearly supposed to mimic the dock on apple computers (only you can't pin it anywhere but the bottom of the screen, which sucks).

Some of the visual changes are just trends and various companies trying to keep up with one another.

With software like Adobe I think it's probably based on customer data. The tool layout and the menu dropdowns are likely based on what people are actually looking for, and change based on what other tools people are using. That's likely true for most programs you use - the menu bar at the top of the screen in Word is populated with the options that people use the most; if a function you used to click on all the time is now buried, there's a possibility that people use it less these days for any number of reasons. (I'm currently being driven mildly insane by Teams moving the "attach file" button under a "more" menu instead of as an icon next to the "send message" button, and what this tells me is either that more users are putting emojis in their messages than attachments, or microsoft WANTS people to put more emojis than messages in their attachments).

But focusing on the operating system, since that's the big one:

The thing about OSs is that you interact with them so frequently that any little change seems massive and you get REALLY frustrated when you have to deal with that, but version-to-version most OSs don't change all that much visually and they also don't get released all that frequently. I've been working with windows machines for twelve years and in that time the only OSs that Microsoft has released were 8, 10, and 11. That's only about one OS every four years, which just is not that many. There was a big visual change in the interface between 7 and 8 (and 8 and 8.1, which is more of a 'panicked backing away' than a full release), but otherwise, realistically, Windows 11 still looks a lot like XP.

The second one is a screenshot of my actual computer. The only change I've made to the display is to pin the taskbar to the left side instead of keeping it centered and to fuck around a bit with the colors in the display customization. I haven't added any plugins or tools to get it to look different.

This is actually a pretty good demonstration of things changing based on user behavior too - XP didn't come with a search field in the task bar or the start menu, but later versions of Windows OSs did, because users had gotten used to searching things more in their phones and browsers, so then they learned to search things on their computers.

There are definitely nefarious reasons that software manufacturers change their interfaces. Microsoft has included ads in home versions of their OS and pushed searches through the Microsoft store since Windows 10, as one example. That's shitty and I think it's worthwhile to find the time to shut that down (and to kill various assistants and background tools and stop a lot of stuff that runs at startup).

But if you didn't have any changes, you wouldn't have any changes. I think it's handy to have a search field in the taskbar. I find "settings" (which is newer than control panel) easier to navigate than "control panel." Some of the stuff that got added over time is *good* from a user perspective - you can see that there's a little stopwatch pinned at the bottom of my screen; that's a tool I use daily that wasn't included in previous versions of the OS. I'm glad it got added, even if I'm kind of bummed that my Windows OS doesn't come with Spider Solitaire anymore.

One thing that's helpful to think about when considering software is that nobody *wants* to make clunky, unusable software. People want their software to run well, with few problems, and they want users to like it so that they don't call corporate and kick up a fuss.

When you see these kinds of changes to the user experience, it often reflects something that *you* may not want, but that is desirable to a *LOT* of other people. The primary example I can think of here is trackpad scrolling direction; at some point it became common for trackpads to scroll in the opposite direction that they used to; now the default direction is the one that feels wrong to me, because I grew up scrolling with a mouse, not a screen. People who grew up scrolling on a screen seem to feel that the new direction is a lot more intuitive, so it's the default. Thankfully, that's a setting that's easy to change, so it's a change that I make every time I come across it, but the change was made for a sensible reason, even if that reason was opaque to me at the time I stumbled across it and continues to irritate me to this day.

I don't know. I don't want to defend Windows all that much here because I fucking hate Microsoft and definitely prefer using Linux when I'm not at work or using programs that I don't have on Linux. But the thing is that you'll see changes with Linux releases as well.

I wouldn't mind finding a tool that made my desktop look 100% like Windows 95, that would be fun. But we'd probably all be really frustrated if there hadn't been any interface improvements changes since MS-DOS (and people have DEFINITELY been complaining about UX changes at least since then).

Like, I talk about this in terms of backward compatibility sometimes. A lot of people are frustrated that their old computers can't run new software well, and that new computers use so many resources. But the flipside of that is that pretty much nobody wants mobile internet to work the way that it did in 2004 or computers to act the way they did in 1984.

Like. People don't think about it much these days but the "windows" of the Windows Operating system represented a massive change to how people interacted with their computers that plenty of people hated and found unintuitive.

(also take some time to think about the little changes that have happened that you've appreciated or maybe didn't even notice. I used to hate the squiggly line under misspelled words but now I see the utility. Predictive text seems like new technology to me but it's really handy for a lot of people. Right clicking is a UX innovation. Sometimes you have to take the centered task bar in exchange for the built-in timer deck; sometimes you have to lose color-coded files in exchange for a right click.)

[fuzzkaizer]

Roland - AP-7 Jet Phaser

"... Most people know Roland Corporation for one of two reasons: One; for its amazing synthesizers and drum machines spanning several decades. Two; as the parent company of Boss, the biggest effects brand on the planet. Some pedal enthusiasts are unaware that Roland itself made pedals—good ones! 

For a time in the ‘70s, Boss and Roland intermingled with one another, with Roland choosing to slap the Boss name on certain effects (CE-1, DM-1, DB-5) and its own name on the rest, even though some of this gear shared similar enclosures, and even though some pedals were branded as one company, but as the evolution of the other company’s innovations (such as the Boss CE-1 being a standalone Roland Jazz Chorus effect). I’m here to talk about perhaps the most unsung vintage Roland piece; the AP-7 Jet Phaser.

For reasons unbeknownst, Roland excelled at ensconcing a stellar (oftentimes dirt) circuit within the confines of another, larger pedal and releasing the non-dirt part as a standalone model. One such example is the AD-50 Double Beat fuzz wah, containing an absolutely disgusting fuzz circuit yet releasing the AW-10 Wah Beat. 

The Jet Phaser is just such a circuit, combining phaser with, well . . . “Jet.” Much like the fuzz section from the Double Beat is—by virtue of naming conventions—a form of “beat,” “Jet” refers to an absolutely screaming distortion effect that sits in front of a juicy phaser circuit—the same one found within the AP-2 Phaser. 

This highly-adapable Jet circuit transforms the mild mannered phaser into a pulverizing throb, jumping out of the mix with some serious propulsion. Larry Graham of Sly and the Family Stone famously used one, as did Ernie Isley of the famous brothers, on “Who’s That Lady?.” In fact, that thick, viscous fuzz you hear on that cut’s leads is the characteristic Jet sound, and has been one of the most quietly sought-after lead tones in history. 

The Jet side of the circuit has no analog in today’s pedal market, it’s a curious piece of circuit, featuring equal parts discrete semiconductors and monolithic op-amps. A rotary switch on the face of the unit selects between four forms of Jet and two of Phase. Switching between the Jet settings yields different tonal compounds, cycling between gain stages, a notch filter and more. All of this is controlled by one master Jet knob, which offers varying intensity rather than a simple volume. On all Jet settings, the phaser is integrated; no configuration offers an isolated Jet section.

On the phaser side, we have an eight-stage FET-based phaser with a Resonance control. As far as vintage offerings are concerned, eight stages—the MXR phaser line of the 45, 90 and 100 offers two, four and six stages respectively—is quite a feat. With the added Resonance control, the phaser section can actually give your amp a little bit of a nudge at the peaks.

Much like the Maestro PS-1A (and B), the Jet Phaser offers a Fast/Slow footswitch that comes in the form of . . . an actual footswitch instead of clunky organ rockers. Maestro’s model offers ramping between speeds if you switch it on the fly; difficult if you’re not wearing pointy heels or cowboy boots, so the ramping feature wasn’t a tactfully expressive performance tool. The Jet Phaser solves all this by offering a Fast/Slow switch and letting you set your slow speed with a knob (the “Fast” setting is just this same knob turned all the way up). When switching between the two speeds, the rate gradually descends to the desired level.

Finally, I would be remiss if I didn’t include my all-time favorite effects-adjacent video—Larry Graham absolutely shredding on a Jet Phaser. ..."

cred: catalinbread.com/kulas-cabinet/roland-ap-7-jet-phaser

[probablyasocialecologist]

Today, the label luddite is an epithet for someone afraid of technology and the change it can bring. Merchant’s book makes clear that Luddites did not fear automation in the sense of being afraid of the machines or longing for an idyllic past. On the contrary, as Merchant points out, clothworkers were often themselves intimately engaged in improving the technology they used. Some of them proposed paying for job retraining by taxing factory owners who implemented the automating machines, earning the workers the title of “some of the earliest policy futurists,” according to Merchant. These efforts—to use official channels at the local and parliamentary levels—failed, however. With their futures rapidly foreclosing, the clothworkers invoked the fictional Ned Ludd (alternatively, Ludlam), an apprentice stocking-frame knitter in the late 1700s who, the story went, responded to his master whipping him by destroying the machine. Inspired by his act of sabotage against a cruel employer, the Luddites campaigned to halt the spread of the “obnoxious machines.” Soon factory owners found threatening letters signed by Captain Ludd or General Ludd or King Ludd. The letters also allude to another hero of working people from Nottingham, Robin Hood. Merchant argues that the mutability of Ned Ludd served as an organizing symbol akin to a playful but potent meme.

[...]

The Luddites used the tools at their disposal and did so through collective action. Merchant details the day-to-day organizing efforts of the movement’s leaders. We are ushered into a clandestine world of codes and oaths, of backroom meetings and nighttime training. The scheming makes for entertaining reading. But beneath the private planning and public sabotage lurks a more lasting lesson: movements to dismantle automation’s physical infrastructure often depend on building relational infrastructure. Tight-knit communities are extraordinarily important here: they buffered the Luddites from harm and fostered creative thinking rather than merely alienation among adherents and their allies. Increasingly finding themselves wrung out by those in power, these communities coalesced around shared causes that overlooked intragroup differences. This opened space for women, Merchant tells us, to claim the nom de guerre Lady Ludd and charge into markets to demand fair food prices from shop owners and food suppliers. It worked. The “auto-reductions,” as they were called, demonstrate the power of people working together to force change. Similarly, resistance to automation can be creative and provide openings to bring myriad others into the tent.

[automotivetransportationresearch]

Future of Machine Tools: Industry Valued at $104.7 Billion by 2030

The global machine tools market is projected to grow from USD 78.6 Billion in 2023 to USD 104.7 Billion by 2030, registering a CAGR of 4.2%. Companies in the automobile industry are gradually adopting CNC machine tools to produce complex components with more accuracy, efficiency, and stability. Automakers are aggressively putting plans into place to shorten product life cycles, boost product…

[thoughtportal]

The etymology of the word translation—“to carry across”—conjures an image of physical labor. It is deeply relational, requiring at least two bodies, those of an author and of the person who carries the author’s words to a previously unvisited place. Let’s say we removed the laborer and replaced that person with a car. Or a train. Suddenly there is a feeling of weight lifted, certainly ease, and perhaps a little relief. But the intimacy of the earlier image no longer holds. Whether this matters has been the subject of recent debate as some publishers consider using machines to replace human translators and what that decision might mean for an ancient art.

In November, Dutch publisher Veen Bosch & Keuning (VBK), a subsidiary of Simon & Schuster, announced that it would trial the use of artificial intelligence (AI) “to assist the translation of a limited number of books.” Reactions rose in a flurry: Writers, publishers, and translators contended that AI would produce “bland” work. They lamented the possibility of lost jobs. The European Council of Literary Translators’ Associations resisted the standardization of an idiosyncratic process, stating that the imagination, understanding, and creativity that translation demands are “intrinsically human.”

VBK’s decision to incorporate AI into the editorial process may shock some but is not unprecedented. With a broad range of AI tools now available on the market, an increasing number of writers and publishers have turned to large language models (LLMs) to assist in, or contribute to, the production of creative work. As of February 2023, there were more than two hundred e-books in Amazon’s Kindle store that listed ChatGPT as an author or coauthor, according to Reuters. Maverick publishers like Spines, although small players in the global book market, plan to publish thousands of AI-generated books next year.

AI isn’t new to translation either. Literary translators sometimes input segments of their source text into AI-based technologies like Google Translate and DeepL to generate ideas for particularly thorny passages. But these tools have to be used “very carefully,” warns Seattle-based Finnish-to-English translator Lola Rogers, “because the translations it produces are error-ridden and devoid of flow or beauty.” Edward Tian, a cofounder of AI-detecting start-up GPTZero, adds that current LLMs not only do “a mediocre job at translations,” but also reflect the “majority white, English-dominated” nature of their source texts. Reiterating such worldviews and their biases runs contrary to the aim of much literary translation: to expose audiences to new perspectives. And Rogers, who was recently commissioned to use a translation tool to expedite a months-long translation process to five or six weeks, says that from her brief experiments, the time saved with machine assistance was “minimal.” French-to-English translator Louise Rogers Lalaurie shared a similarly underwhelmed account of editing poor machine-led translations.

So what’s the threat?

One area where translators are feeling the pinch is in creating samples, book excerpts translated to give general impressions of a text to potential publishers. Some publishers have been considering using AI to do this work instead. Though she is unsure whether this is because samples are being automated, Rogers says, “The number of samples I’m asked to translate has fallen precipitously in the past couple of years, making it much harder to earn a living.” A 2024 survey of Society of Authors members found that over a third of translators have lost work due to generative AI. Close to half of translators surveyed said that income from their work has decreased.

To illustrate how AI might ease the time and cost pressures inherent to translation from a publisher’s perspective, Ilan Stavans, the publisher and cofounder of Restless Books, an independent press in Amherst, Massachusetts, gives the example of a recently acquired eight-hundred-page book. To translate it, “substantial investment” would be necessary: Not only are “first-rate translators” for the source language scarce, he says, but the project would also require at least two years of dedicated work. By the time the book is translated and published, the demand the publisher once saw for the title might easily have changed. Meanwhile, the publisher would have incurred a cost much greater than if it had used LLMs, the most expensive of which—such as the premium version of ChatGPT, which costs $200 a month—is a tenth of the average cost of publishing a translation.

“It would be fast and easy,” Stavans admits, “but it would not be the right move.” Though Stavans is enthusiastic about AI’s potential and sees the value of using AI to translate samples, he emphasizes that he would never condone translating an entire book using a machine. The key to the heart of translation is “that intimate, subjective relationship between a text and the translator,” he says—the nebulous yet nonetheless living connection that translator Kate Briggs describes as the “uniquely relational, lived-out practice” of “this little art.”

Will Evans, founder of independent publisher Deep Vellum in Dallas, does not see a future in which machine-led translations supersede the human. “I do not believe AI-led translation will be competitive for works of the literary caliber we are interested in any time before the AI bubble bursts,” he says, “though I have no doubts the corporate publishers who are interested in serving the same books to the same readers over and over again will have no such qualms.”

In the realm of literature, there is still a sanctity around “the human and the humane,” as Stavans puts it. “Machines can’t read a book or experience any of the personal connections to language that give a book life,” adds Rogers, who became a translator after translating Finnish song lyrics for friends. “Machines don’t find themselves unexpectedly chuckling at a phrase, or repeating a string of words because its sounds are satisfying, or remembering being in a place like the place described in a book.” Though a cliché, it nevertheless rings true: The destination might pale in comparison to the joy of the journey, something a machine might never know.

Jimin Kang is a Seoul-born, Hong Kong–raised, and England-based journalist and writer. Her work has appeared in the New York Times, the Nation, the Kenyon Review and the Los Angeles Review of Books, among other publications.

[inkwell-passion]

Vehicle Manufacturers

Despite there being hundreds if not thousands of vehicle manufacturers, three companies have rose to the top of the Free Market. These are Vermillion Motors, Gogo Incorporated, and Shogun Machines. Despite these three giants of companies dominating the market, they do not stomp out their competition, instead offering to bring them into the fold, these corporations being conglomerates of thousands of others that share a similar design ethos.

Vermillion Motors

Vermillion Motors was founded in 2101, and has withstood the test of time due to the focus on providing a suite of vehicles, tailor-made for the middle class consumer, they have the largest repertoire of vehicle platforms of the big three Vehicle Corporations, having everything from SUVs and Vans to two-seater comfort rides. All at an affordable price, they dominate the market due to building genuine workhorses of vehicles, along with their warranty-period being the longest out of the big three. When possible, Vermillion Motors uses a 'standard' component, which allows Mechanics to service their entire suite of vehicles with only one or two sets of tools.

Gogo Incorporated

Calling all Speed Demons and Thrillseekers, Gogo Incorporated's Mission Statement is "Speed, Speed, and More Speed". They're the frontrunners in performance and horsepower, though the Miles Per Gallon on almost all of their vehicles is the worst in their relative "Class". Hydrogen Gas Stations chitter in glee when they see a Gogo Incorporated Vehicle pull up to their pumps. To account for the fuel-guzzling nature of their motors, the fuel tanks they sport are much larger, resulting in some…combustive results when mixed with their ideal clientele. Despite filling a very specific niche of vehicle manufacturer, they hold a large market share due to Taxi Drivers and racers, among hobbyists and people who just like to see that big number go up.

Shogun Machines

Whether you're a highroller, pimped and preened businessman, or a Limo-Service. Shogun is their name, and Luxury is their game. Shogun advertises to the highest of high class, the 1% of the 1%. They know their Clients can pay their mortgage-sized price tags. Offering bullet-resistant armor plating and glass, among other security features, along with built-in mini-bars and a full fridge. Shogun Machines often find their cars being rented, but even that costs an arm and a leg. Despite this, they have become a household name, a shared dream of those on the lower rungs of the economical ladder.

[dreamycircuit]

How AI is Changing Jobs: The Rise of Automation and How to Stay Ahead in 2025

AI and Jobs

Artificial Intelligence (AI) is everywhere. From self-checkout kiosks to AI-powered chatbots handling customer service, it’s changing the way businesses operate. While AI is making things faster and more efficient, it’s also making some jobs disappear. If you’re wondering how this affects you and what you can do about it, keep reading — because the future is already here.

The AI Boom: How It’s Reshaping the Workplace

AI is not just a buzzword anymore; it’s the backbone of modern business. Companies are using AI for automation, decision-making, and customer interactions. But what does that mean for jobs?

AI is Taking Over Repetitive Tasks

Gone are the days when data entry, basic accounting, and customer support relied solely on humans. AI tools like ChatGPT, Jasper, and Midjourney are doing tasks that once required an entire team. This means fewer jobs in these sectors, but also new opportunities elsewhere.

Companies are Hiring Fewer People

With AI handling routine work, businesses don’t need as many employees as before. Hiring freezes, downsizing, and increased automation are making it tougher to land a new job.

AI-Related Jobs are on the Rise

On the flip side, there’s massive demand for AI engineers, data scientists, and automation specialists. Companies need people who can build, maintain, and optimize AI tools.

Trending AI Skills Employers Want:

Machine Learning & Deep Learning

Prompt Engineering

AI-Powered Marketing & SEO

AI in Cybersecurity

Data Science & Analytics

Click Here to Know more

The Decline of Traditional Job Offers

AI is shaking up industries, and some job roles are disappearing faster than expected. Here’s why new job offers are on the decline:

AI-Driven Cost Cutting

Businesses are using AI to reduce operational costs. Instead of hiring new employees, they’re investing in AI-powered solutions that automate tasks at a fraction of the cost.

The Gig Economy is Replacing Full-Time Jobs

Instead of hiring full-time staff, companies are outsourcing work to freelancers and gig workers. This means fewer stable job opportunities but more chances for independent workers.

Economic Uncertainty

The global economy is unpredictable, and businesses are cautious about hiring. With AI improving efficiency, companies are choosing to scale down their workforce.

Click Here to Know more

Preparing for an AI-Driven Future

Feeling worried? Don’t be. AI isn’t just taking jobs — it’s also creating new ones. The key is to stay ahead by learning the right skills and adapting to the changing landscape.

1. Learn AI and Data Analytics

The best way to future-proof your career is to understand AI. Free courses on platforms like Coursera, Udemy, and Khan Academy can get you started.

2. Develop Soft Skills AI Can’t Replace

AI is great at automation, but it lacks emotional intelligence, creativity, and critical thinking. Strengthening these skills can give you an edge.

3. Embrace Remote & Freelance Work

With traditional jobs shrinking, freelancing is a great way to stay flexible. Sites like Upwork, Fiverr, and Toptal have booming demand for AI-related skills.

4. Use AI to Your Advantage

Instead of fearing AI, learn how to use it. AI-powered tools like ChatGPT, Jasper, and Canva can help boost productivity and creativity.

5. Never Stop Learning

Technology evolves fast. Stay updated with new AI trends, attend webinars, and keep improving your skills.

Click Here to Know more

Final Thoughts

AI is here to stay, and it’s changing the job market rapidly. While some traditional roles are disappearing, new opportunities are emerging. The key to surviving (and thriving) in this AI-driven world is adaptability. Keep learning, stay flexible, and embrace AI as a tool — not a threat.

Click Here to Know more

Share this blog if you found it helpful! Let’s spread awareness and help people prepare for the AI revolution.

[cindylouwho-2]

RECENT SEO & MARKETING NEWS FOR ECOMMERCE, March 2024

Welcome to my roundup of SEO and marketing news and useful resources for ecommerce businesses, March edition. There is a lot going on with Google, and some really strong marketing pieces this time around, so let's get right to it.

SEO: GOOGLE & OTHER SEARCH ENGINES 

Google launched both a core algorithm update and spam updates on March 5, with the spam update ending on the 20th. Core updates now include the Helpful Content algorithm. In early observations, Etsy and Reddit both picked up visibility in the UK. 

The Helpful Content algorithm updates late last year destroyed a lot of sites’ Google traffic. Avoid the things they had in common.  You can read the full study here. 

Ecommerce sites were some of the biggest losers in Google visibility in 2023, with Amazon, Walmart, eBay, Etsy, Target and Best Buy in the top 10 of sites whose Google appearances slipped. 

New to Google SEO? They’ve revamped their SEO starter guide for people like you. And if you are more advanced and want to learn how to optimize your website product pages, this is a good overview. 

This lengthy article on backlinks for ecommerce websites covers pretty much all the angles, including the really difficult ones. 

Reminder that if you want to rank on Google for a search term, you need to look at what is already ranking, and make decisions based on that content. [video and transcript] This works for most search engines, not just Google. 

Yes, Google crawls “high quality” content more often. I used to refer to this as Google thinking the page is “interesting”, so I guess I will need to change my wording...

While Google sends the most traffic to websites, people spend a lot more of their online time elsewhere. Market where people are, not just where your stats say they came from. 

Sadly, Google has stopped providing caches of website pages in its search results. While you can still see the caches of some pages by using the Google search Cache:[page link] as in cache:https://cindylouwho-2.tumblr.com that will eventually stop working as well. Bing still provides caches, but unfortunately both it and the Wayback Machine do not crawl often enough to give really recent results most of the time. 

Missed Google news in February? Here’s your update. And just in case you are really behind, here is January. 

Not Google

Unsure if your website has enough good backlinks? Bing Webmaster Tools will now tell you if you don’t. 

Yandex - the top search engine in Russia - was sold by its Dutch ownership group to a consortium in Russia. 

SOCIAL MEDIA - All Aspects, By Site

General

A US study of social media use found that the most popular site was YouTube, with 83% of adults using it. Two-thirds of American adults use Facebook, while TikTok is up to ⅓ of the US population. 

Because they do change periodically, here are the latest image and video sizes recommended for the top social media platforms. [infographic]

Bluesky is now open to everyone - it was previously invite-only. 

Facebook (includes relevant general news from Meta)

Meta has introduced several changes to its Ad options, applying to Facebook and Instagram. 

Meta had a great 4th quarter in 2023, with revenue, users, and earnings per share up. “Fast-growing upstarts Temu and Shein, which originated in China, have been pouring money into ads on Facebook and Instagram. Li said on Thursday that revenue from China-based advertisers accounted for 10% of sales for the year and 5 percentage points of growth.”

Instagram

An updated post on Instagram's algorithm and how it works. 

Instagram is still beta testing longer Reels for some users. 

If your account is a brand account, you can now run ads on Instagram with coupon codes right in them. (Some Facebook users can already do this.)

LinkedIn

Among other recent changes on LinkedIn, the algorithm is now looking to boost important content longer than just the first day or two after publication. 

Pinterest

Pinterest has its own stats package, called Pinterest Analytics, but only for “Business” accounts. They show how many people clicked on the outgoing links, how many people saw your pin on their screen, and much more. Here’s everything you need to know. 

Reddit

Reddit successfully launched on the stock market this past week, but questions remain about how this will change the site. 

Google is paying Reddit to scrape its content through the API instead of from the web. 

Snapchat

Snap was a little later than most tech companies doing layoffs recently, waiting until February 5 to let 10% off staff go. 

Threads

Threads is so new that the algorithm is bound to change a lot in the next year, but for right now, here is how it works. 

TikTok

There is an overwhelming amount of info out there on the US attempt to either ban TikTok or force its sale, and much of it is incomplete, so I will let you Google to your heart’s content if you want to learn more. If you are relying on TikTok to drive sales, this would be a good time to make sure you diversify your promotional strategy. 

You can now track trending terms on TikTok through the Creator Search Insights section. “Creator Search Insights will highlight frequently searched topics, which creators can organize by category (for example, tourism, sports, science) or tailor to their content type with the “For You” option. Additionally, creators can filter for “content gap” topics, which are highly searched but have relatively few videos on TikTok covering them.“

TikTok may be testing a photo app, which would obviously compete with Instagram. 

Twitter

What? Twitter may have lied about its Super Bowl ad performance? I’m so not shocked. 

Tumblr

Tumblr will be selling data access to AI companies. 

YouTube

This is a pretty decent article on YouTube SEO. 

(CONTENT) MARKETING (includes blogging, emails, and strategies)��

Small and micro-businesses need an email list. An email list is:  

portable (unlike most social media followers or marketplace buyers) 

is available to almost everyone, as we all need at least one email address if we are online

less susceptible to the whims of algorithms (unlike SEO, marketplaces, social etc.)  

I keep seeing people argue that no one opens emails, but the chart in the article above is proof that is still wrong. (My blog email list averages close to a 70% open rate, depending on the topic and the time I send it. My jewellery email list - which I hardly ever send to - still has an over 30% open rate. My click rates are well above the industry averages, usually 30 to 40% of all recipients for the blog list. These are much better numbers than social, and astronomically better than my clickthrough rate on Google and other search engines.)

Gmail and Yahoo both changed how they handle bulk emails such as newsletters in February. Here’s what you need to know on the basics, including authenticating yourself so your email gets through. 

Find out how to get people to read all the way to the end of your content. 

Get ready for April marketing with 5 topical ideas. National Handmade Day is April 6. 

We should all think twice before deciding to use AI to create content. “Circa 2024, generative AI does not produce new ideas or even develop its own conclusions. Rather, it regurgitates information that it has indexed.” Not convinced? Here’s another article. “AI-generated content represents the literal “average of everything online.”

ONLINE ADVERTISING (EXCEPT INDIVIDUAL SOCIAL MEDIA AND ECOMMERCE SITES) 

Google Ads can now be tracked in Google Analytics 4. 

Both Google Ads and Microsoft Advertising were up in the 4th quarter of 2023. 

STATS, DATA, TRACKING 

Google Analytics 4 tracks organic traffic differently than the previous version. Here’s how to figure it out. 

BUSINESS & CONSUMER TRENDS, STATS & REPORTS; SOCIOLOGY & PSYCHOLOGY, CUSTOMER SERVICE 

I’ve probably posted this specific article before, but it is worth another read: how to communicate with customers.  For example, “Mirroring your customer’s tone lets them know you’re on their side. If a customer is formal, for example, hold back on the LOLs. If they’re more casual, relax your tone.”

According to a US study, Generation Z is skewing the traditional marketing funnel. “Per Archrival’s data, 77 per cent of Gen Zs and 79 per cent of millennials in the US are actively seeking style inspiration at least monthly, with almost half of those looking for style inspiration on social media. When asked where they learn about new brands, products and experiences, video reigns supreme: YouTube is the most popular platform with Gen Zs, followed by TikTok, then Instagram.”

Trend alert: bag charms are back. 

IMAGES, VIDEO, GRAPHIC DESIGN, & FREE ONLINE TOOLS

Almost all of these 12 video tools are free, and some can be used on your phone. 

MISCELLANEOUS

This is an older piece, but it checks out: IKEA Hacks for Craft Show Displays. A few of these could be done with non-IKEA items. 

Want to stay up-to-date on a nearly daily basis? Follow me on Bluesky or on LinkedIn, or become a member of my Patreon.

[mysticalwriterwithintrusivethoug]

How to Write an Article with ChatGPT That Feels Human-Written

I’ve always believed words carry a spark of the person behind them. But can a machine like ChatGPT capture that? It’s a question I wrestle with every time I see AI churn out paragraphs that are polished yet somehow… distant.

AI is transforming how we write, whipping up blog posts or startup press releases in seconds. Still, there’s a gap between those crisp sentences and the messy, beautiful way humans express themselves.

This guide is my attempt to bridge that divide, showing you how to use ChatGPT to craft articles that don’t just read well but feel alive.

If you’re a marketer or founder, you’re probably hunting for tools beyond Bluefocus, ones that deliver stories with heart, not just data. ChatGPT is a game-changer here, but it’s not a magic wand.

You need to nudge it with thoughtful prompts and a human touch to make it sing. I’ve seen agencies like 9FigureMedia nail this. They use AI to draft quickly, then layer in personality, making every piece feel like it was written by someone who cares deeply about the message.

Even big players like MSN News are in on this. They lean on AI to speed things up but trust editors to add warmth and clarity. It’s a reminder: machines are helpers, not storytellers.

For startups, this matters even more. A flat, robotic press release won’t turn heads. One that pulses with purpose might. Through history, trends, and hands-on tips, I’ll share how to blend AI’s efficiency with human soul to create writing that connects.

HISTORY

The story of AI writing feels like a sci-fi novel unfolding in real time. Back in the 1950s, computers could barely string words together. By the 1960s, ELIZA — a quirky program mimicked therapists, but it was all smoke and mirrors, no real understanding.

Fast forward through decades of natural language processing, and we hit a turning point with OpenAI’s GPT-2 in 2019. It spun out paragraphs that actually made sense. Then GPT-3, with its 175 billion parameters, raised the stakes, crafting emails, essays, even startup press releases. Now, GPT-4 powers ChatGPT, a tool so versatile it feels like a writing buddy almost.

But here’s the catch: AI’s words often lack the heartbeat of human writing. When I read something human, I feel the writer’s joy, doubt, or grit.

Early AI drafts? They were correct but cold, like a textbook with no soul. GPT-4 is leaps better, nailing grammar and flow, but it still needs a human to sprinkle in the magic those unexpected turns, raw emotions, or quiet truths that make you pause.

Think of a memoir: AI might list the events, but only a person can make you feel the weight of each moment.

This journey teaches us something profound. AI isn’t here to replace us; it’s here to amplify us. It’s like a paintbrush useful, but the art depends on the hand holding it.

ChatGPT is everywhere students, CEOs, even my friend who’s drafting her novel use it. It’s a powerhouse, but making its words feel human takes work. I’ve noticed creators are finding clever ways to do just that, and it’s reshaping how we think about writing.

One big shift is collaboration. Most PR agencies/Publishing brands use ChatGPT to whip up drafts, then editors step in to add voice and context, turning generic text into something that feels personal.

Prompt engineering is another game-changer. Instead of saying “write a blog,” writers like me craft instructions like, “Be a witty friend explaining AI to beginners.” It’s like giving AI a personality to channel. Feedback loops are hot, brands to test AI drafts with readers, tweaking based on what clicks.

Some companies train ChatGPT on their old emails or posts to match their vibe. Others use it to brainstorm, then let humans weave the final story. But AI still trips up.

It loves clichés unless you stop it, and it struggles with deep emotion. Long pieces can ramble without a human to tighten them. That’s why oversight matters. MSN News, for example, uses AI but leans on editors to keep things sharp and soulful.

Gartner says 30% of marketing content will be AI-assisted by 2025, but humans will still call the shots. It’s not about speed alone — it’s about connection.

As AI grows, so does our role in making sure its words don’t just fill pages but spark something real in the reader.

1. What Makes Writing Feel Human

Human writing grabs you because it breathes. It’s the short, punchy sentences that hit like a drumbeat. The longer ones that wander, pulls you into a memory. It’s intent, make every word feel chosen for a reason.

AI can mimic this, but it needs a nudge.

Take a ChatGPT draft: “Businesses need marketing.” It’s true but lifeless. Now, imagine this: “Every business, from a tiny bakery to a tech giant, thrives on marketing, it’s the spark that turns dreams into reality.”

The second feels like someone is talking to you, using contrast and imagery. To humanize AI, I break up repetitive sentences, add a personal story (like my friend’s failed pitch that taught her clarity), and weave in metaphors.

It’s about making the reader feel seen, not just informed.

2. Engineering Better Prompts

Prompts are like giving ChatGPT a map. A lazy one “write an article” — gets you a bland result. But a thoughtful one? Magic. Try this: “Act as a startup founder sharing lessons learned, using a warm, honest tone for young entrepreneurs.”

It’s specific, with a role and vibe. I also set rules: “Avoid clichés, use one real-word example, keep it under 500 words.”

This approach shapes AI’s output to feel closer to human. If I want a tech blog, I might say, “Explain AI like you’re chatting with a curious friend over coffee.”

Test different prompts, see what sings, and tweak. It’s like coaching AI to tell the story you’d tell if you had all day to write it.

3. Editing AI Output Like a Human Writer

Editing is where AI drafts become art. ChatGPT gives you a solid start, but it’s often too stiff or vague. I start by checking the bones, does it flow from intro to conclusion? If not, I rearrange.

Then, I soften the tone. An AI line like “Marketing is important” becomes, “Marketing’s your megaphone it’s how the world hears your story.”

Here’s a real shift: AI writes, “Startups face challenges.” My edit: “Startups wrestle with sleepless nights and tight budgets, but every hurdle is a chance to grow.”

It’s active, vivid, relatable. I cut fluff, swap generic words like “good” for “electric,” and add a dash of vulnerability. That’s what makes readers lean in they sense a person behind the words.

4. Balancing AI Consistency and Human Voice

AI is reliable, like a metronome always on beat. But human voice? It’s a melody, full of surprises. I use ChatGPT for outlines or raw ideas, where consistency shines.

Then, I step in to add the human stuff — maybe a joke or a moment of doubt. For a startup press release, AI might list milestones, but I’ll add, “We poured our hearts into this, and we’re thrilled to share it.”

This balance keeps things real. AI ensures grammar and structure; I bring the emotion, like the pride in a founder’s voice.

It’s about knowing when to let AI do the heavy lifting and when to step in with a story that makes the reader feel something deep.

5. Writing for Publication

Publications want writing that pops — clear, credible, human. ChatGPT can draft a startup press release, but it’s often flat: “Company launches tool.”

I rewrite it: “After two years of grit and late nights, our team’s proud to launch a tool that empowers dreamers.” It’s got stakes and heart.

For outlets like Forbes or TechCrunch, I craft a bold headline, a gripping lead, and a quote: “This isn’t just tech it’s our mission to change lives,” says the CEO.

I cut jargon, keep sentences tight, and add details that scream authenticity, like a customer’s story. That’s how you turn an AI draft into a piece editors can’t ignore.

Comparative Analysis

ChatGPT is my go-to because it listens. Unlike Jasper, which feels rigid for anything beyond ads, ChatGPT adapts to my prompts, letting me shape stories.

Writesonic is quick but fades in long pieces. Copy.ai’s tone options are cool, but it lacks ChatGPT’s depth. You can talk to ChatGPT, refine drafts, like chatting with a collaborator.

Still, others have tricks. Jasper’s SEO tools are slick; GrammarlyGO polishes on the fly. For human-like writing, ChatGPT wins, you just have to guide it. It’s like a raw canvas; your edits paint the soul.

Future Outlooks and Predictions

I imagine a day when AI knows my writing quirks my love for short sentences or vivid metaphors. Future tools will study your style, crafting drafts that feel like you.

They’ll tweak tone based on who’s reading, maybe adding humor for a casual crowd. We’ll see AI that weaves text, images, even sound into one seamless story.

Brand-specific models are coming, trained on your company’s voice. Industries like law or healthcare will get AI that nails their jargon yet stays clear.

To write with ChatGPT and make it human:

Blend AI’s speed with your heart — know when each shines.

Use prompt engineering and collaboration, like BlueFocus Alternatives does.

Edit for rhythm, emotion, stakes — make readers feel you.

Lean on AI for drafts, humans for connection.

Pick ChatGPT for flexibility, but compare tools for your needs.

Get ready for AI that learns your voice, but don’t lose yours.

AI’s a tool, not the storyteller. For founders, writers, or dreamers, it’s about using ChatGPT to amplify your truth, creating words that don’t just land but stay with someone.

[mostlysignssomeportents]

A year in illustration (2024), Part four

If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2024/12/07/great-kepplers-ghost/art-adjacent

Part one

Part two

Part three

The US Copyright Office frees the McFlurry

Figuring out how to illustrate the problems of DRM in McFlurry machines took some doing, but I'm super happy with how the HAL 9000-eyed poop emoji inside a spattered McFlurry cup (fair use of a McDonald's promo image) worked out.

https://pluralistic.net/2024/10/28/mcbroken/#my-milkshake-brings-all-the-lawyers-to-the-yard

(Image: Cryteria, CC BY 3.0, modified)

Keeping a suspense file gives you superpowers

Another Keppler classic: originally, this was FDR being offered a helping hand to cut through his paperwork. I added in one of the elephant heads I'd cropped out for election illustrations, and used it to represent "not forgetting."

https://pluralistic.net/2024/10/26/one-weird-trick/#todo

The housing crisis considered as an income crisis

The underlying image is another Keppler, showing death flamboyantly dicing with a millionaire. I added in an official (hence public domain) Reagan portrait, some monopoly houses, and a vintage aerial photo of Levittown, halftoned to disguise scaling artifacts.

https://pluralistic.net/2024/10/24/i-dream-of-gini/#mean-ole-mr-median

Retiring the US debt would retire the US dollar

More of Keppler's outstanding Uncle Sams! Add in a super-rezzed-up US $100 (all that intanglio looks great at high mag) and you've got an instantly arresting image.

https://pluralistic.net/2024/10/21/we-can-have-nice-things/#public-funds-not-taxpayer-dollars

Penguin Random House, AI, and writers' rights

The impatient guy makes another appearance in this WPA image of an adult literacy class; he's joined by another "business man" type, this one from a midcentury ad for a multi-level marketing scheme selling…business suits! The pupils' heads are all HAL 9000 eyes, natch, but don't miss all the little Easter Eggs, like the reeve and peasants in the frames on the walls.

https://pluralistic.net/2024/10/19/gander-sauce/#just-because-youre-on-their-side-it-doesnt-mean-theyre-on-your-side

(Image: Cryteria, CC BY 3.0, modified)

You should be using an RSS reader

The guerrilla fighter is back, this time standing atop some mainframe equipment ganked from a Univac ad. The halftoned RSS logo in the background really works, especially with a partially blended GIMP "supernova" effect behind the rebel.

https://pluralistic.net/2024/10/16/keep-it-really-simple-stupid/#read-receipts-are-you-kidding-me-seriously-fuck-that-noise

Dirty words are politically potent

I spent a bunch of time experimenting with different ways of making emphatic speech bubbles and it paid off here; that poop emoji's gawlix is in a good home. Halftoning the foreground element (the poop) works surprising well here. I should do more of that.

https://pluralistic.net/2024/10/14/pearl-clutching/#this-toilet-has-no-central-nervous-system

Lina Khan's future is the future of the Democratic Party – and America

Keppler's Uncle Sam Cop is back, along with another Keppler – a carpetbagger flying through the air after getting a kick in the pants. I got good use out of one of my Democratic Party donkeys here. The background is a half-tones WPA travel poster for Montana.

https://pluralistic.net/2024/10/11/democracys-antitrust-paradox/#there-will-be-an-out-and-out-brawl

Cars bricked by bankrupt EV company will stay bricked

I actually made this brick by hand: first I rescaled a box image until it had the right proportions, then I found a public domain texture that was the right kind of brick and used the perspective tool to put it over each face of the box. I told you public domain bricks are hard to find.

It was very satisfying overlaying all the elements of the Fisker car I cropped out onto the brick.

https://pluralistic.net/2024/10/10/software-based-car/#based

Prime's enshittified advertising

Nothing exceeds like excess! The flayed face with eyeballs comes from a 19th century book of French anatomical drawings. The calipers' handles just didn't look right (I referred to stills from Clockwork Orange to try and get 'em to work), but then I hit on the idea of using the "As Seen on TV" logo, which worked perfectly. The halftoned K-Tel ad-card background doesn't quite work, I think.

https://pluralistic.net/2024/10/03/mother-may-i/#minmax

"That Makes Me Smart"

This is actually two Kepplers; the original guy in the leg-hold trap is some lost-to-history politician embroiled in a lost-to-history scandal. But once I added (yet another!) of Keppler's Uncle Sam heads to his body (recoloring his coat and converting his trousers to red stripes), it became a perfect visual representation of America, trapped. The halftoned US flag is my favorite background yet.

https://pluralistic.net/2024/12/04/its-not-a-lie/#its-a-premature-truth

The far right grows through "disaster fantasies"

When it came to finding heavily armored and armed weirdos, I was spoilt for choice; same goes for grainy photos of vintage malls that look good after halftoning. Add in the goofy, grinning newsie's head and overlay his hat in camou, and it's perfect.

https://pluralistic.net/2024/11/24/mall-ninja-prophecy/#mano-a-mano

Boss politics antitrust

Finally, I got a chance to use Keppler's "Capital Controls the Senate!" I agonized over which corporate logos to use. Boss Tweed is back, with a Trump wig and MAGA hat.

https://pluralistic.net/2024/11/12/the-enemy-of-your-enemy/#is-your-enemy

Antiusurpation and the road to disenshittification

A diptych! Both sides' backgrounds come from Bosch's "Garden of Earthly Delights" – hell on the left, heaven on the right. The happy gas-jockey's old-fashioned ethyl pump divides the scene. The head-devouring dragon (with HAL 9000's eye) is a delightfully gory detail from Goltzius's 1183 painting of a couple guys having a hard time indeed.

https://pluralistic.net/2024/11/07/usurpers-helpmeets/#disreintermediation

(Image: Cryteria, CC BY 3.0, modified)

Bluesky and enshittification

I know, canonically the sirens who tempted Ulysses were merfolk, not half-woman/half-birds, but all the merwoman versions have a ton of naked breasts in them, and frankly, Waterhouses's 1891 "Ulysses and the Sirens" just rips. It took a lot of fiddling with the perspective tool and the clone brush to swap their bodies for the Bluesky butterfly wings, but it still looked weird until I mapped in a kind of scaly, butterfly wing texture.

https://pluralistic.net/2024/11/02/ulysses-pact/#tie-yourself-to-a-federated-mast

Shifting $677m from the banks to the people, every year, forever

I replaced Moses parting the Red Sea with Keppler's Uncle Sam Cop, but something still wasn't right. Then I figured out how to turn the Red Sea into a giant, aquatic US $100 bill (loooove that intaglio!) and it was awesome.

https://pluralistic.net/2024/11/01/bankshot/#personal-financial-data-rights