#automation in construction
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Will AI and Machine Learning Take Over Civil Engineering Degree?
If you’ve been following the latest trends in civil engineering degree, you might have noticed that Artificial Intelligence (AI) and Machine Learning (ML) are making quite a splash. But what does this mean for traditional civil engineering degrees? Will AI and ML render these programs obsolete, or will they enhance the educational landscape? The Changing Face of Civil Engineering Degree Civil…

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#AI applications in engineering#AI education#AI in civil engineering#automation in construction#civil engineering careers#civil engineering degrees#data analysis in civil engineering#degree#engineering job market#engineering technology#future of civil engineering#Generative Design#infrastructure development#Machine Learning in engineering#Predictive Maintenance#skills for engineers
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The Future of Building: Embracing Automation in Construction Management
In an era defined by rapid technological advancement, the construction industry stands on the brink of transformation. As projects become increasingly complex and timelines more demanding, the need for innovative solutions has never been greater.For more information read our full blog.
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As cameras becomes more normalized (Sarah Bernhardt encouraging it, grifters on the rise, young artists using it), I wanna express how I will never turn to it because it fundamentally bores me to my core. There is no reason for me to want to use cameras because I will never want to give up my autonomy in creating art. I never want to become reliant on an inhuman object for expression, least of all if that object is created and controlled by manufacturing companies. I paint not because I want a painting but because I love the process of painting. So even in a future where everyone’s accepted it, I’m never gonna sway on this.
if i have to explain to you that using a camera to take a picture is not the same as using generative ai to generate an image then you are a fucking moron.
#ask me#anon#no more patience for this#i've heard this for the past 2 years#“an object created and controlled by companies” anon the company cannot barge into your home and take your camera away#or randomly change how it works on a whim. you OWN the camera that's the whole POINT#the entire point of a camera is that i can control it and my body to produce art. photography is one of the most PHYSICAL forms of artmakin#you have to communicate with your space and subjects and be conscious of your position in a physical world.#that's what makes a camera a tool. generative ai (if used wholesale) is not a tool because it's not an implement that helps you#do a task. it just does the task for you. you wouldn't call a microwave a “tool”#but most importantly a camera captures a REPRESENTATION of reality. it captures a specific irreproducible moment and all its data#read Roland Barthes: Studium & Punctum#generative ai creates an algorithmic IMITATION of reality. it isn't truth. it's the average of truths.#while conceptually that's interesting (if we wanna get into media theory) but that alone should tell you why a camera and ai aren't the sam#ai is incomparable to all previous mediums of art because no medium has ever solely relied on generative automation for its creation#no medium of art has also been so thoroughly constructed to be merged into online digital surveillance capitalism#so reliant on the collection and commodification of personal information for production#if you think using a camera is “automation” you have worms in your brain and you need to see a doctor#if you continue to deny that ai is an apparatus of tech capitalism and is being weaponized against you the consumer you're delusional#the fact that SO many tumblr lefists are ready to defend ai while talking about smashing the surveillance state is baffling to me#and their defense is always “well i don't engage in systems that would make me vulnerable to ai so if you own an apple phone that's on you”#you aren't a communist you're just self-centered
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I understand that a lot of things are called AI, and none of them are actually "artificial intelligence", but I do want to point out that a lot of the "AI = complex scientific models that have been used for years" is genuinely the exact same thing as "Ai = generative tools"
The ai that gets applauded on here because it can detect sickle cell disease is constructed on the same basic principles as the ais that everyone on here hates, like chatgpt and dall-e
#I'd wager that some things falling into the 'things that automate tedious processes' example are also constructed the same way#but im not positive#i am fairly positive that there are nearly zero games that use the same structure to handle npc behavior though#that seems way too complex for how npcs work in the vast majority of games and would probably backfire more often than be useful
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[⚙️][⚙️][⚙️] [🔧][🔧][🔧] [🔩][🔩][🔩]
"Move along, interloper!"
["Move along, interloper!"]
snorpy fizzlebean from bugsnax stimboard with fursuit paws, machinery and tools!
[requested by @baby-snoopy, tysm 4 requestiiingg!!! >:03]
#request#big queue moment#virtualboard#snorpy fizzlebean#bugsnax#yellow#gray#grey#black#hands#machine#tech#doohickey#thingamajig#tool#spanner#wrench#screwdriver#science#construction#screw#bolt#wires#robot#fixing#tinkering#automation#flip#fidget#biology
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i feel like my apartment is doing experiments on me bc every night they keep introducing new machines that are extremely loud and buzz at uneven intervals all night long. a few weeks ago there was this one that would buzz for 30 seconds and increase in pitch, then abruptly stop, stay off for about a minute, then start again non stop from about 10pm-6am, and last night there was a new one that didnt have any changing pitch but it was obscenely loud and would buzz for about a minute, then be off for a minute before starting up again all night long on repeat and i deadass barely slept because of it but im still just like..WHAT IS THE CAUSE D:
#my leading theories are twofold#dehumidifiers and/or fans for the insane construction in the building#or i was thinking an air mattress with a leak/CPAP machine#what i dont get though is that its not constant and clearly is alternating between on and off#and the on and off intervals are loosely periodic but not actually exact and ive heard some faulty startup buzzes so ????#but it has to be automated bc its literally like 12 hours of this#lord only knows but im going insane it feels like what you would do to someone to keep them awake as torture
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Honestly i still don't quite get how the Nine Houses as a society work, logistically, and thinking about it breaks my brain a little, because the only characters from the Nine Houses that we meet are either nobles, soldiers or clerics or some combination thereof. Are there necromancers who just have normal jobs? Are there any people at all who have normal jobs or is any work, at all, ever, done by skeletons and all the alive people are occupied with politicking, dying in the blood space war, being in a library or being in church
#posts by me#all labor being automated sounds ideal actually but then you remember the. everything else about the houses#john probably sees it as very strong evidence that he's doing things right tho#the locked tomb#tlt#a necromancer with a day job would be hilarious#hi i'm sapphia dodecarius and this is my cavalier who is my coworker at the goth thanergetic burger king#(burger emperor. burger necrolord prime. if you ask him nicely john will promote the Skull Whopper for you. streamer that he is)#no but fr DO the houses have a working class?? or just like people who aren't connected to the ruling families?#okay so the ninth have nuns; those have to come from somewhere. who were they before they joined the ninth?#the cohort has to be a huge number of people seeing as they are in a forever war. what do all the soldiers do when they're not soldiers?#also why don't they just send constructs to be soldiers like be SO fr#(or maybe they do do that and i just forgot. and they just also additionally send out living humans)
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pvc electric red and blue wire #smartratework#tumblr
#flowers#aesthetic#alternative#grunge#1950s#cute#japan#60s#70s#80s#|| Smart Rate Work#Manufacturing encompasses a diverse array of processes and technologies aimed at producing a wide range of products#from everyday essentials to specialized components. Take wires#for instance: these are typically manufactured through drawing processes#where metal rods or strips are pulled through dies to reduce their diameter and achieve the desired thickness. This method ensures uniformi#crucial for applications in electronics#construction#and industrial settings.#On the other hand#the production of bottles involves molding techniques such as blow molding or injection molding. Blow molding heats plastic resin into a mo#used extensively for beverage containers and packaging. Injection molding#meanwhile#injects molten plastic into a mold under high pressure#ideal for producing intricate shapes with precision#like medical vials or automotive parts.#Both wire and bottle manufacturing rely heavily on materials science#engineering precision#and quality control measures to meet stringent specifications. Advances in automation#robotics#and sustainability practices are transforming these industries
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Entrepreneur creates career pathways with MIT OpenCourseWare
New Post has been published on https://thedigitalinsider.com/entrepreneur-creates-career-pathways-with-mit-opencourseware/
Entrepreneur creates career pathways with MIT OpenCourseWare
When June Odongo interviewed early-career electrical engineer Cynthia Wacheke for a software engineering position at her company, Wacheke lacked knowledge of computer science theory but showed potential in complex problem-solving.
Determined to give Wacheke a shot, Odongo turned to MIT OpenCourseWare to create a six-month “bridging course” modeled after the classes she once took as a computer science student. Part of MIT Open Learning, OpenCourseWare offers free, online, open educational resources from more than 2,500 courses that span the MIT undergraduate and graduate curriculum.
“Wacheke had the potential and interest to do the work that needed to be done, so the way to solve this was for me to literally create a path for her to get that work done,” says Odongo, founder and CEO of Senga Technologies.
Developers, Odongo says, are not easy to find. The OpenCourseWare educational resources provided a way to close that gap. “We put Wacheke through the course last year, and she is so impressive,” Odongo says. “Right now, she is doing our first machine learning models. It’s insane how good of a team member she is. She has done so much in such a short time.”
Making high-quality candidates job-ready
Wacheke, who holds a bachelor’s degree in electrical engineering from the University of Nairobi, started her professional career as a hardware engineer. She discovered a passion for software while working on a dashboard design project, and decided to pivot from hardware to software engineering. That’s when she discovered Senga Technologies, a logistics software and services company in Kenya catering to businesses that ship in Africa.
Odongo founded Senga with the goal of simplifying and easing the supply chain and logistics experience, from the movement of goods to software tools. Senga’s ultimate goal, Odongo says, is to have most of their services driven by software. That means employees — and candidates — need to be able to think through complex problems using computer science theory.
“A lot of people are focused on programming, but we care less about programming and more about problem-solving,” says Odongo, who received a bachelor’s degree in computer science from the University of Massachusetts at Lowell and an MBA from Harvard Business School. “We actually apply the things people learn in computer science programs.”
Wacheke started the bridging course in June 2022 and was given six months to complete the curriculum on the MIT OpenCourseWare website. She took nine courses, including: Introduction to Algorithms; Mathematics for Computer Science; Design and Analysis of Algorithms; Elements of Software Construction; Automata, Computability, and Complexity; Database Systems; Principles of Autonomy and Decision Making; Introduction to Machine Learning; and Networks.
“The bridging course helped me learn how to think through things,” Wacheke says. “It’s one thing to know how to do something, but it’s another to design that thing from scratch and implement it.”
During the bridging course, Wacheke was paired with a software engineer at Senga, who mentored her and answered questions along the way. She learned Ruby on Rails, a server-side web application framework under the MIT License. Wacheke also completed other projects to complement the theory she was learning. She created a new website that included an integration to channel external requests to Slack, a cross-platform team communication tool used by the company’s employees.
Continuous learning for team members
The bridging course concluded with a presentation to Senga employees, during which Wacheke explained how the company could use graph theory for decision-making. “If you want to get from point A to B, there are algorithms you can use to find the shortest path,” Wacheke says. “Since we’re a logistics company, I thought we could use this when we’re deciding which routes our trucks take.”
The presentation, which is the final requirement for the bridging course, is also a professional development opportunity for Senga employees. “This process is helpful for our team members, particularly those who have been out of school for a while,” Odongo says. “The candidates present what they’ve learned in relation to Senga. It’s a way of doing continuous learning for the existing team members.”
After successfully completing the bridging course in November 2022, Wacheke transitioned to a full-time software engineer role. She is currently developing a “machine” that can interpret and categorize hundreds of documents, including delivery notes, cash flows, and receipts.
“The goal is to enable our customers to simply feed those documents into our machine, and then we can more accurately read and convert them to digital formats to drive automation,” Odongo says. “The machine will also enable someone to ask a document a question, such as ‘What did I deliver to retailer X on date Y?’ or ‘What is the total price of the goods delivered?’”
The bridging course, which was initially custom-designed for Wacheke, is now a permanent program at Senga. A second team member completed the course in October 2023 and has joined the software team full time.
“Developers are not easy to find, and you also want high-quality developers,” Odongo says. “At least when we do this, we know that the person has gone through what we need.”
#2022#2023#Africa#Algorithms#Analysis#Analysis of Algorithms#automation#Business#career#Careers#CEO#channel#classes#Classes and programs#communication#complexity#computer#Computer Science#Computer science and technology#construction#continuous#course#courses#dashboard#Database#decision making#Design#developers#development#easy
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The Backbone of Construction: A Deep Dive into Construction Equipment
When you pass by a construction site, what catches your eye? It’s not just the towering structures or the bustling workers; it’s the array of heavy machinery and equipment that makes the entire process possible. Construction equipment serves as the backbone of any construction project, enabling the realization of architectural marvels and infrastructural development. In this article, we will take…

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#advanced construction equipment#bulldozers#Construction Equipment#construction equipment automation#construction equipment evolution#construction equipment future#construction equipment safety#construction equipment significance#construction equipment trends#construction equipment types#construction industry#construction machinery#construction site equipment#Construction Technology#construction tools#construction vehicles#cranes#earthmoving equipment#environmental impact#equipment for construction#equipment types#excavators#heavy machinery#material handling equipment#precision machinery#Sustainable Construction
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Knurling Tools Market Forecast to Reach $912.5 Million by 2035
Market Growth Overview
The global Knurling Tools market is projected to grow significantly, reaching $912.5 million by 2035, up from $416.1 million in 2024. This represents a compound annual growth rate (CAGR) of 7.4% over the forecast period (2024–2035). Growth is driven by rising demand in industrial precision tooling and automotive manufacturing.
Detailed Analysis - https://datastringconsulting.com/industry-analysis/knurling-tools-market-research-report
Key Areas of Application
Knurling tools are essential in:
Automotive parts production
Jewelry design
Machinery and component manufacturing
Hardware and tool fabrication
The report highlights key opportunities across Tool Type, Material Composition, Design Variants, Technology Use, and Application Verticals.
Competitive Landscape Snapshot
The market is highly competitive, with several global and regional manufacturers actively innovating. Prominent players include:
CJWinter
Vardex
Accu Trak
Eagle Rock Technologies
Reed Machinery
Dorian Tool
Alvord-Polk
ISCAR
Ghring
Jiangsu Tiangong Tools
Forbes Precision Tools
Command Tooling Systems
Innovation in CNC-compatible knurling tools and durability-focused materials has been a key trend among these players.
Market Drivers and Emerging Opportunities
Growth is largely supported by:
Rising industrial automation
Expanding automotive and construction industries
Technological advancement in tool design and durability
Emerging opportunities include:
Entry into underpenetrated markets
Strategic partnerships for distribution
Customization of tooling systems for niche industrial needs
Core demand regions include the U.S., Germany, China, Japan, and India.
Regional Dynamics and Supply Chain Developments
North America and Asia Pacific remain at the forefront of market activity, fueled by high manufacturing activity and technological adoption. However, the market faces challenges, including:
Supply chain disruptions
High-precision manufacturing barriers
To mitigate risks and scale operations, firms are focusing on growth in Vietnam, Brazil, and South Africa to diversify their Total Addressable Market (TAM).
About DataString Consulting
DataString Consulting delivers end-to-end market intelligence services for businesses across B2B and B2C sectors. Our services include:
Tailored market research
Strategic consulting
Opportunity mapping
Business decision support
With a leadership team combining over 30 years of experience, we track and analyze over 15 high-growth industries globally to help businesses stay competitive.
#Knurling Tools Market#Industrial Tooling Market#Precision Tooling Industry#Automotive Manufacturing Tools#Metalworking Tools Market#Machine Component Production#Knurling Tools Forecast 2035#Tool Manufacturing Trends#Global Industrial Tools Report#Hardware Fabrication Tools#Tooling Industry Growth#Manufacturing Automation Tools#Construction Tool Market#CNC Tooling Solutions#Mechanical Tool Supply Chain#Asia Pacific Tool Market#U.S. Tool Manufacturing Industry#Emerging Markets in Tooling#Tooling Industry Opportunities#DataString Market Research
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Maximize Team Efficiency with Cloud Construction Accounting Software - Ankpal

Cloud Construction Accounting Software transforms project management by providing real-time access to critical financial data. Teams can reduce errors, streamline budgeting, and gain valuable insights by tracking expenses and managing invoices effortlessly. This software ensures compliance with regulations, enhances transparency, and improves decision-making for better project outcomes.
#Cloud Construction Accounting Software#automated financial tracking#best software for construction accounting
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I hate when the day is going alright, and then suddenly everything goes to shit.
#there's construction going on right now which tripped an alarm#meaning the fire department showed up#customers are annoyed#one of the projectors refuses to start now and I'm stuck on hold with the people who can fix this#listening to a loop of dial tones 5 seconds of piano music and an automated voice repeating the same message over and over again
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