#Operations Analytics course

[cepdigivarsity]

Unlock Supply Chain Excellence with IIT Delhi’s Executive Management Programme

In today’s dynamic and fast-evolving business environment, supply chain professionals play a crucial role in ensuring smooth operations, cost efficiency, and timely delivery. Businesses, both large and small, are now realising the importance of equipping their teams with advanced skills in supply chain strategy, operations, and analytics. To address this industry demand, prestigious institutions are offering targeted programmes that blend academic insight with real-world application. Among them, the Executive Management Programme in Supply Chain & Operations Analytics offered by IIT Delhi stands out as a top-tier choice for professionals aiming to grow in this space.

This executive programme is specially designed for working professionals who are already part of supply chain, logistics, procurement, or operations management roles and are looking to advance their careers. With a curriculum structured to balance theoretical frameworks and practical implementation, the programme helps participants strengthen their decision-making skills and build capabilities to manage supply chains in a digital and globalised world.

The highlight of this course is that it is offered by one of India’s premier institutions. The IIT Delhi Certificate Programme brings with it not just academic excellence, but also the credibility and prestige that comes with the IIT brand. Being mentored by top faculty members and industry experts, participants receive in-depth training on supply chain trends, innovations, and best practices. This certificate becomes a strong addition to your professional portfolio, signalling employers about your upgraded skill set and leadership potential in managing operations.

Understanding the core of Supply Chain Management is crucial for any professional involved in goods and services delivery. This course delves deep into key areas such as demand forecasting, supplier management, inventory planning, transportation, and warehousing. Participants are trained to view the supply chain from a strategic lens—learning to align it with business objectives and customer expectations. You also get familiar with supply chain risk management and sustainability—two areas gaining increasing importance in global operations.

For professionals seeking higher education without compromising their careers, this programme offers the perfect solution. It enables you to gain executive-level insights while continuing your job. Unlike traditional MBA programs that require full-time commitment, this one fits seamlessly into your current work schedule. When compared with other Supply Chain Master's Programs, this course offers a highly practical, industry-focused approach with the added benefit of IIT mentorship. It’s an excellent way to specialise in supply chain management without pressing pause on your career.

Another advantage is the way this programme integrates classroom theory with real-world business challenges. Live sessions, case studies, industry examples, and interactive discussions ensure that every concept is understood in the context of practical application. You’ll learn how global companies design their supply chains, how technology is transforming the industry, and how you can apply these ideas within your own organisation.

The programme also builds your leadership and strategic thinking abilities. By understanding the full scope of supply chain and operations, you’re prepared to take on higher responsibilities—whether that’s leading a regional supply network, designing process improvements, or heading procurement teams. Moreover, you’ll be a part of a growing network of IIT Delhi alumni and peers, opening up collaboration and career opportunities across industries.

With the increasing digitalisation of operations and rising customer expectations, there’s never been a better time to upskill in supply chain and analytics. Businesses need professionals who understand both the tactical and strategic sides of operations. This course not only helps you stay relevant in your current role but also gives you the edge to step into leadership positions.

In conclusion, the Executive Management Programme in Supply Chain Operations & Analytics from IIT Delhi is a well-rounded, future-ready course for professionals looking to grow in this critical domain. With modules spanning supply chain fundamentals, analytics, risk management, and innovation, it offers everything you need to stay ahead in your career. The industry-recognised certification, expert-led sessions, and hands-on approach make this a valuable investment in your professional journey.

If you're ready to take your career to the next level, this programme is the stepping stone you’ve been looking for.

[dypatilonlineuniversity]

Best BBA Online University – Learn with D Y Patil

Kickstart your business career with the best BBA online university – D Y Patil, a reputed name in higher education. This online BBA program is designed for students and professionals seeking a strong foundation in business, marketing, finance, and management through flexible and interactive learning. D Y Patil combines academic excellence, industry-relevant curriculum, and expert faculty to deliver a top-notch educational experience from anywhere in the world. Whether you're looking to upskill or begin your academic journey, D Y Patil’s online BBA program is your gateway to success. Join the best BBA online university and secure your future in business today.

[pgdmcourses]

Discover AICTE-approved PGDM programs in Delhi NCR with dual specializations, industry exposure, and strong placements.

Read more: https://education76814.wordpress.com/2025/05/14/explore-the-best-pgdm-programmes-in-delhi-ncr-for-future-ready-leaders/

[ethanparker9692]

Best Benefits of AIOps Foundation Certification

In a world where IT systems are growing more complex by the minute, traditional monitoring tools just aren’t cutting it anymore. Enter AIOps Foundation certification—a must-have for IT professionals who want to stay relevant in the age of automation and artificial intelligence.

Whether you're in IT operations, DevOps, or service management, the AIOps Foundation equips you with the skills to harness Artificial Intelligence for IT Operations and take your career to the next level.

🚀 Why Go for an AIOps Certification?

The AIOps certification is more than a credential—it's your entry point into smarter, faster, and more proactive IT management. With increasing data and incidents to manage, businesses are turning to machine learning in IT operations to identify patterns, reduce downtime, and automate workflows.

✅ Top Benefits of AIOps Foundation Certification

1. Master AI-Driven IT Operations

The AIOps training course gives you a strong foundation in AI tools and technologies specifically built for modern IT environments. You’ll learn how to use IT operations analytics certification techniques to make informed decisions.

2. Future-Proof Your Career

AI is not replacing IT professionals—it’s upgrading them. With an Artificial Intelligence for IT Operations certification, you’ll be at the forefront of AI-integrated operations, prepared to lead in data-driven environments.

3. Boost Operational Efficiency

Through AIOps Foundation, you'll gain insights into predictive analytics, anomaly detection, and event correlation—skills essential for proactive IT ops.

🎓 Final Thought

If you're looking to gain practical skills and stay ahead in the evolving tech landscape, an AIOps Foundation certification is your best bet. It's not just about adding a line to your resume—it's about becoming a smarter, AI-empowered professional.

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#AIOps #AIOpsCertification #AIOpsFoundation #ITOperations #ArtificialIntelligence #MachineLearning #ITAnalytics #AIOpsTraining #ITCareer #AICertification #AIOpsCourse #DevOps #FutureOfIT

[communistkenobi]

“transphobia hurts us all” is an analytical statement. It is making a claim about how a specific bigotry operates in the world, and its supposed analytical value is in revealing something about transphobia that appears on the surface to be counter-intuitive - “while you might think transphobia only hurts transgender people, that isn’t the case; it hurts cisgender people too.” The follow-up to this statement, sometimes implied and sometimes explicit, is a moral imperative - transphobia is a social ill that hurts us all, so we should seek to get rid of it.

This analytical-moral chain of logic isn’t unique to this statement; a lot of analyses of the social world come from a broader desire to “figure out what to do.” When we investigate a social phenomenon to uncover its inner workings, and in this investigation we identify the scope and impact of the harm it causes, we are in a better place to understand how to reduce harm in the world. Of particular interest in this investigation of transphobia is highlighting its illegitimacy - if transphobia also harms cisgender people, this is evidence of its illegitimacy as a social force in the world. We have uncovered some fundamental contradiction in the workings of bigotry, and this contradiction provides a rational ground for us to oppose it. Of course transphobia is irrational and must be opposed; it harms other groups of people who are not transgender.

This is also why people object to this statement on analytic grounds - disagreeing with the argument that transphobia hurts everyone is a critique of analysis. Importantly, it is not a dismissal of empirical evidence; we can see many direct real-world examples of cisgender people being targeted for transphobic abuse, such as cis people being attacked in bathrooms for “looking transgender.” A critique of the claim that transphobia hurts us all is a methodological critique, it is a critique of analytical framing; we are operating from the same set of social facts, but reaching different conclusions. The reason for this is because we are using different investigative and theoretical tools in our analysis. And these differences are not trivial; how we define the social phenomena under investigation directly informs how we understand the facts in front of us.

So first, we must settle the problem of definitions - what is transphobia? Simply defining it as a hatred of transgender people is insufficient for all parties. If it does indeed also hurt cis people, then this definition doesn’t do us much analytical good. Where do we go from here? Perhaps a better place to start is to investigate its origins - what assumptions does transphobia operate from? Where do those assumptions come from? This is where we start getting somewhere. Transphobia draws its core assumptions from cissexualism - the belief that there are two mutually-exclusive and irreconcilable sexes, sexes which are immutable and biologically hard-wired, meaning that it is a difference in human beings that exists independent of the social worlds that human beings build. This idea is bound up in many forms of power, one of which being patriarchy; yes indeed there are two sexes, and one of them is better than the other. And because sex is hard-wired, then patriarchy is likewise a simple fact of nature. These assumptions are also bound up in reproduction; one sex impregnates (this is the powerful sex) and one sex gets impregnated (this is the weak sex). These ideas and assumptions structure much of our social world, being embedded in many social, political, and economic institutions, from family to labour to dating to census records to political office, and so on. 

Transphobia is thus an output of these logics - if sex is biological, and sex determines your place in society, then attempting to change your sex means you are thwarting the natural hierarchy of human beings. You are either trying to rise above your station, or abandoning your post. Either option is grounds for punishment. Why would you go against nature? How dare you?

So, transphobia is a bigotry that comes from cissexualism. We could investigate further where cissexualism comes from (and indeed those investigations are taking place), but for our purposes we now have a much more analytically rich definition. Transphobia is a social technology of discipline; it performs a regulatory function for the continuation of cissexualism, much the same way that misogyny is a regulatory apparatus of patriarchy, and homophobia is a regulatory apparatus of heterosexuality. These bigotries perform a very ‘rational’ social function; they reproduce existing forms of power by policing their borders and brutalising anyone who does not behave in accordance with their logics.

We now return to the original question: does transphobia harm everyone? This question now feels methodologically inappropriate, because we are ignoring the role cissexualism plays in producing transphobia. This is as absurd as describing homophobia without mentioning heterosexuality. The question should instead be: does cissexualism harm everyone? The answer of course is yes - we can see how cissexualism produces the social conditions for people to assault someone in a public bathroom for “looking transgender,” for an adult to force a child to report what their genitals ‘really look like’ so they can continue playing soccer, and for a billionaire to spend the latter half of her life dumping money and resources into political legislation that makes it more difficult to, among other things, correct administrative mistakes on your birth certificate. 

But because we are now talking about cissexualism, it is much easier for us to see how its violence is differentially applied across groups. Cisgender people can point to their cisgenderism as grounds for being exempt from transphobia - “don’t target me, I haven’t done anything wrong! I’m following the rules!” Their societal position as cisgender allows them to argue that they are illegitimate targets, that they are being unfairly treated. This animated much of the surrounding discourse around Imane Khelif - I can’t believe JKR is targeting a real woman! Can’t you tell she’s biologically female? Here’s her birth certificate to prove it, and anyway, don’t you know it’s illegal to be transgender where she lives? 

This is a defence that transgender people cannot mount for ourselves - we are by definition fraudsters in the cissexual regime of gender, we are abandoning our stations, we are perverting nature. And in this difference we come to see that it is not transphobia that harms us all, but cissexualism; we are all subject to scrutiny under cissexual surveillance, but cis people can generally pass the test. Transgender people cannot. 

This distinction also has implications for the second sequence in this investigative chain: what do we do about transphobia? Again we see that this call to action is methodologically inappropriate - you cannot “deal with” transphobia in society while leaving the cissexualist structure that produces it intact, in the same way that getting rid of misogyny without first getting rid of patriarchy is impossible. You cannot get rid of an output without destroying the machine that produces those outputs. This is also where many cis people, even those who count themselves as trans allies, become uncomfortable; abandoning the idea of a metaphysical property of being, hard-encoded into their DNA, means abandoning a whole host of other ideas about identity, about social organisation, about institutional operations. Even minor reformist calls by transgender people, such as removing sex markers on birth certificates (which determine your ability to access all kinds of administrative and civil services), is met with intense hostility by cissexuals - how will we run our hospitals, how will we raise our children, how will we track population data, how will we do anything without sex markers? You people are insane! Look how you deny reality! What is wrong with you freaks? Why can’t you just be happy with the way you were born? And on and on, ironically refusing to concede the fact that states, hospitals, child care, and census data are not natural facts of the world and can be changed. Because if those things can be changed, perhaps sex is not this monumental biological destiny after all!

“Transphobia hurts us all” is an analytical statement that advances a set of cissexual assumptions about the world, and as a consequence, it is severely limited in its value for advancing a moral imperative about how to resolve the problem of transphobia. It is not a neutral statement, nor is one that is helplessly subservient to “the hard facts.” We know those facts - describing them is the role of the social scientist. Whether you are in a laboratory or on the street, you are doing social science by analysing social phenomena. And when you say transphobia hurts everyone, you are doing a poor job of it

[itsmaferart]

An Antisocial Guy Just Got a Job

Alright, let’s do this… Spoiler alert!

One of the things I love most about Endo’s writing is how you never really know how far a small scene might go. Sometimes a silly little conflict spirals into something much bigger, and other times, a massive issue gets resolved in a single panel. But one thing’s for sure: everything that happens has narrative weight—and this chapter is proof of that.

It all starts when Yor’s coworkers accidentally spy on her in a… suspicious situation: she’s seen receiving a gift from another man, secretly, while she’s supposed to be on a date with her husband—who is actually the man in question.

The funniest part is that this whole “scandal” is literally just a date with Loid.... But of course, her coworkers don’t know that—and they start suspecting that Yor is cheating on her husband.

Like any good comedy of errors, a lot of us fans definitely thought this could escalate: maybe they’d go straight to Loid to confront him, maybe it would spark a huge misunderstanding, and maybe, just maybe… we’d finally get that long-awaited “Jealous Loid” arc.

But no. Or well… not exactly

Yor, on the verge of a breakdown, runs to her boss, Mr. McMahon, for help. And, as always, the guy has a plan. His solution? Make up a cover story and bring in none other than Hemlock himself as the newest city hall employee.

And… TA-DAH!

Mr. Jones enters the stage (a.k.a. Hemlock, “The Power of Solitude”).

This poor antisocial guy now has a job where he has to interact with people... Daily...In an office...Yeah… that’s definitely a punishment.

So if the whole “infidelity arc” got resolved that quickly…

What was the real purpose of throwing Hemlock into this situation?

Well, first of all—new ship unlocked! Millie x Hemlock..

Congrats to everyone who saw it comin!!!

If she keeps pushing, she just might crack that fragile, emo, antisocial shell of his.

But what really catches my attention is the forced proximity between Hemlock and Yor

Now they not only share their secret connection through Garden, but they also work together in their civilian cover....That’s definitely going to lead to consequences.

Twilight is mentally and emotionally vulnerable right now—confused by Yor’s emotional distance, obsessed with understanding her better… so maybe this is the perfect moment for a little jealousy to creep in… or so it seems.

However…

My analytical side says it's still unlikely—at least, not in the way we in the fandom love to fantasize about.

If Loid (Twilight) starts getting too suspicious of Hemlock—and by extension, Yor—he could get dangerously close to discovering her role as an assassin. And that would put Operation Strix at serious risk.

Yor, for her part, sees Hemlock as a slightly annoying but competent colleague—and she’s willing to work as a team with him… nothing more.

So, if Loid were to notice this relationship, he probably wouldn’t see it as a romantic threat, but rather as a problem, similar to Fiona (Nightfall). And it’s very likely that Twilight would activate his protective instincts—especially if he feels Hemlock is making Yor feel bad or insecure. Which, honestly, tracks perfectly with what we’ve seen of him so far.

Maybe it’s not romantic jealousy… But it could definitely be a type of protective jealousy, mixed with that deep desire to protect her, understand her, and get closer to her.

Now here comes a dangerous—and fascinating—possibility: What if Loid finds Yor and Hemlock’s closeness suspicious, and starts digging? Not necessarily suspecting Yor… but suspecting him. And that, unknowingly, could bring him closer to the world of assassins.

Would Endo actually go that route? I don’t know. But if there’s one thing this manga has taught us, it’s that every detail, no matter how small, has a purpose.

Tell me what you think —

how do you think Hemlock would react if he ever meets Loid Forger?"

[mya-valentine]

Headcanon: L Lawliet With a Teasing but Intelligent S/O

L is initially intrigued by how someone so playful and flirty can also match him intellectually. He isn't used to people teasing him, and while he might find it strange at first, he becomes more curious about how they think and operate, which only strengthens his attraction.

L rarely reacts outwardly to the teasing, maintaining his usual blank or focused expression. This only encourages his S/O to tease him more, trying to break his cool demeanor. L, of course, knows this, but he lets them try, secretly finding amusement in their attempts.

His S/O is clever enough to know when to dial up the teasing and when to focus on serious discussions. They use their flirty nature to disarm others during investigations, but never let it interfere with the task at hand. L appreciates this balance, even if he doesn’t openly acknowledge it.

L’s S/O loves to engage him in intellectual challenges disguised as flirtation. They’ll leave subtle hints or puzzles for him to solve, often phrased in playful or flirty ways. L always solves them, of course, but he secretly enjoys these little games more than he lets on.

During intense moments or deep in an investigation, his S/O will throw in a teasing comment to try and lighten the mood. L will pause, give them a side glance, and maybe respond with a dry, understated remark, which only encourages them to flirt more.

L’s S/O knows how to use flirtation as either a distraction or motivation depending on the situation. If L’s been working too long without rest, they’ll tease him to pull him away for a break. Conversely, if he’s stuck on something, they’ll flirt in a way that actually sparks his mind to think of a solution.

L isn’t used to romantic affection or flirtation, so when his S/O flirts with him in a playful way, he might tilt his head, processing the intention behind the comment. Over time, though, he starts to respond in his own way—whether it’s through dry, witty comebacks or subtle gestures that show he cares.

L and his S/O likely develop shared habits over time. If L’s S/O is a fan of sweets or has other quirky preferences, L might adopt some of them unconsciously, just as they might start mimicking his unique sitting posture or analytical tendencies.

The two of them have frequent banter, with his S/O using clever wordplay and flirty remarks to challenge L’s mind. L, with his sharp intellect, might throw a teasing retort back, but in a much subtler, deadpan way. Their conversations are a blend of playful teasing and deep intellectual discussion.

L’s S/O knows when and how to use their flirtatious charm to gain the upper hand in conversations or situations. Whether it’s gathering information or distracting someone else, they use their wit and teasing nature strategically, and L is one of the few who can see through their facade, admiring how skilled they are.

Though L rarely shows emotion, there may be rare moments when his S/O’s flirtation catches him off guard. He might not blush visibly, but his awkward pause or sudden shift in posture gives it away. His S/O loves these moments, considering it a victory when they get a reaction out of him.

L deeply respects his S/O’s intellect. Their ability to flirt and tease while still keeping up with him mentally is something he values. Their relationship is built on mutual respect, where they challenge and sharpen each other’s minds, making both of them better.

His S/O loves to playfully tease him about his quirks—like his sweet tooth, odd sitting posture, or how he holds things between his fingers. L will usually respond with a dry comment about how his habits help him think more clearly, but sometimes, he’ll let out a tiny smile, especially when his S/O joins him in these habits.

Though L isn’t openly affectionate, his S/O’s teasing and flirtation break through his stoic exterior at times. Behind closed doors, L might let his guard down, allowing his S/O to see his softer, more human side. They’ll joke about him being a “closet romantic,” which L will never confirm or deny.

Despite their teasing nature, L’s S/O is also incredibly supportive. When L is overworked or stressed, they’ll use their charm and wit to remind him to take care of himself. Their playful remarks often hide genuine concern, and L, being the observant detective he is, always notices this and appreciates it in his own quiet way.

.

.

.

Masterlist

[starvales]

you just lost the game

narumi gen / gn!spouse!reader

synopsis : he’s made a recent discovery that for some reason, when you're the one doing his gacha pulls, his account wins the 50/50, so of course he's gonna abuse your luck for all it's worth.

content : only crack, gender neutral reader, reader works in jakdf, jenshin = genshin btw, narumi should have his own warning, narumi and reader are married (to the chagrin of the defence force), brief mentions of gambling, brief mentions of divorce.

words : 1k

a/n : sorry if you expected longer lol, think of this as a lil warm up before we really get into this series. also apologies for the one day delay, i came home from a surprise bottomless brunch and ahahaha...... i think we all can imagine how that ended up....

part one of 'a cheers to our youth'

It’s not until the time reaches two-thirty in the afternoon do you think to yourself that maybe it will be another peaceful day in Japan.

That is until rapid thumping of footsteps can be heard making their way to the Operations Room before someone slams both of the doors open, almost hitting a few operators that were unfortunate enough to be going on their break.

It was Captain Narumi Gen of the First Division in all his... very sweaty glory.

Hair sticking to his forehead with sweat, he’s frantic in the way that he repeatedly yells for your name and demands where you are.

Something in the pit of your stomach is telling you that something is wrong. But for some reason, it’s not the familiarity of dread that twists your insides with foreboding.

Something is definitely up.

You make your presence known and stand in front of him, hands in your lab coat pockets as you watch Narumi gasp for air, his back hunched over and hands on knees. You look down at him with a side eye, there is no way that one of the top protectors of Japan is out of breath running from where you assume is his 'claimed room' in HQ to Operations.

He grabs your shoulders with the kind of desperation that makes something crawl up your spine. "Thank God you're here!"

Okay, maybe this idiot is actually being serious for once.

"Is there an emergency meeting that we need to attend?” You shift his weight so that he has his right arm slung around the back of your neck.

You're rubbing soothing circles up and down his spine and he shakes his head for a no. By now, the entire room is listening in on the conversation.

“A kaiju attack that our sensors haven't picked up? Infiltration of the base? What's the damage? C'mon, work with me here, Stupid."

"Even worse..."

Narumi finally lifts his head up to look at you, red eyes peaking through his black and silver bangs. Anticipation rises and someone in the room gulps loudly.

You hope that the General Commander has sent out a few platoons already to assess the problem.

Has a kaiju alarm been sent out already? Are the civilians going to be okay? Why is this dumbass not changing into his-

"This limited character in Jenshin is leaving in five minutes, I need you to do my pulls for me!"

Narumi pulls his phone out of his pocket and shoves it right in your face.

"...What?"

You smack his arm away so that you don't go cross-eyed and you can only stare at the screen in disbelief.

He flicks some of his hair back. "Y'see, thanks to my spectacular observation skills and analytic abilities..."

As per usual, you drown him out.

There is no way that this guy is being genuine right now.

There is no way he barged in here just to gamble, on company time, no less.

"...coincides with the times that you do my pulls..."

You look away from the screen to observe him.

Narumi is animatedly flapping his free arm around like those inflatable tube men outside car dealerships, while the other keeps the phone steady.

"...not a coincidence, therefore you, my dearest..."

You look back at the phone.

The game character is staring at you, hauntingly.

He's being dead serious.

"...extremely lucky!"

Your eye twitches and you grit your teeth. 'This guy sure does love listening to the sound of his own voice...'

Next thing you know, his phone finds its way to the palms of your hands, and him ushering for you to start.

Still too flabbergasted, too appalled, too dismayed to even comprehend what you were doing, your finger mindlessly presses a button that says '10x Draws', and a golden glow flashbangs your vision.

Is this what your life has come to now?

Being used, being taken advantage of, all for your luck?

Narumi takes the phone back and sends you a triumphant look, as if he didn't just send all personnel in the room into a crippling mental spiral a few seconds ago, and is quick to gaze admiringly at the new character displayed on his screen, as if hyper focused.

"Thanks, Babe. You're a real life saver, y'know?"

It infuriates you how he sounds giddy, but you don't say that aloud, deciding to stew in your internal displeasure.

You mirror his smile and Narumi stays none the wiser to the flashing images behind your eyes of the numerous ways you can dispose of his body.

"See, this is why it's so great being married to someone as lucky as you. Pfft, and those old geezers say marriage is hard." At that moment, as if some higher being wanted to personally laugh in your face, Narumi readjusts his grip on his device and his wedding band shines from reflected light coming from the control monitors .

Your own ring burns at the realisation: you're legally stuck with that for the foreseeable future.

s n a p .

("I'm not the only one that heard that, right?" "Did that sound come from the Head?" "Nah, I definitely heard something too." "If Captain doesn't leave now, Head is gonna force us to help them erase the evidence...")

"Anyways, imma bounce. Gotta grind out the rest of their weapon mats." He carelessly throws up a peace sign without so much as a glance at anybody else, let alone you, and the operations room stays quiet when their Captain leaves with a newfound skip to his step, whistling in tune with the game's music.

Everyone watches on as you take a few deep breaths and walk back to your control panel, landing harshly into your swivel chair with your brows furrowed and a frown that could rival the General Commander's.

Those close enough can hear your muttered curses, "I'll show him. 'Japan's Strongest Anti-Kaiju Combatant', to hell with that! I'll show how hard marriage can really be. 'Another peaceful day in Japan', I should have kept my damn mouth shut."

Your fingers type against the keyboard with a new-found aggression, and soon enough, documents are displayed on the big screen of your monitor. They read 'Divorce Application and Proceedings', in bold font.

'Good luck, Captain Narumi,' the operators all think in unison.

[tare-anime]

SxF Mission 119 (1)

(Beware spoilers)

This lastest chapter of this arc made me want to analyize a lot of information that we get so far, so I decided to divide them into 3 parts.

(Disclaimer, I will use the Indonesian TL for chp 119 because I feel the translation is so much better than the english one for this particular chapter. Especially in giving us subtle hints here and there.)

First part: The Garden

It's fascinating how the Shopkeeper is described as a "killer" headmaster/teacher here. (Pun intended)

I mean, all the Garden agents both respect and afraid of him.

Hemlock actually jolt and immediatelly keep his distance from him.

(Btw, the side note at the beginning of chp 119 said "The evaluation (of the completed mission) from the Garden".)

Hemlock also immediatelly apologize from being a "bad" student/agent.

All scenes that we get up until now, imply that The Shopkeeper respects each agent's motivation to be a good pruner, but at the same time he maintain a strict order within the agents.

In this case with Hemlock, Shopkeeper seemed dislike the idea how Hemlock--a mere young pruner-- had the audacity to test the Thorn Princess, his senior. In a way, it's like Hemlock questioning Shopkeeper's assessment. However, at the same time, he also curious at Hemlock's assessment of the Thorn Princess' prowess. He is pleased that Hemlock agree with him.

Shopkeeper also has been hiring Matthew as his most trusted right hand for a loooonnggg time. It is safe to assume that Matthew is like his butler. And Shopkeeper trusts Matthew to mentor the young pruners including teenage Yor, and both Hemlock and Gimpie.

Matthew also respect the Shopkeeper. And knows how Shopkeeper values him, and gladly work for the Garden, as long as Shopkeeper wants him to.

You know, kinda like a very capable teacher that has entered their retirement period but the school cannot find a younger dedicated teacher to replace them? At that panels Shopkeeper said, "I thought Matthew could retire if young buds like (both of) you has grown. But it seems (all of) you still need (his) guidance."

That's the vibes that I get from both the Shopkeeper and Matthew employer-employee relationship.

At the same time, Shopkeeper also only calls Matthew for backups during difficult-important missions, like the Cruise arc or this Elk poaching one. Other than that, Matthew is reserved as mentor and doing administrative work (or maybe also information gathering). Because, of course, Matthew's analytical experiences are top tier.

Before this arc, I thought the Garden was established around the same time as when the first or second war errupted.

However, it is interesting to see that the Garden has been established for "hundreds of years".

Maybe they are part of the Miteran Empire? The special squad or royal guards? 🤷‍♂️

Nevertheless, during that long period of time the Garden manages to maintain their existence while at the same time remains unknown to the public eyes. One thing we can assume is that the Garden as organization must've inheritance system. Perhaps they adopt the royalty system, in which the current Shopkeeper might be the descendant of previous Shopkeeper and so on. It explained why the current Shopkeeper has such "royal" polite way of talking, think so highly about the "extinc empire", and those around him respect and act as such.

They must also have an established organizational structure, quite probably all around Ostania, given how long they've been operating. They have their own: inteligence (quite possible these inteligence people are placed at important govt department like Matthew), disposal team, highly skilled prunners or field working team, and we can safely assume they have high tech medical team which might also act as the research team.

The vast mansion of the Garden surely can facilitate all of the important infrastructure they need to operate. From training grounds, place to stay, and medical facility to heal wounded agents.

The Garden also seems to have a good work environment (especially compared to WISE) with how each person on the organization know and interact at each other (some might be aloof, some might be friendly), how Shopkeeper inviting agents after hard work to dinner or tea, how the workers can have private life outside of working, how they even have office picnic!

Btw, I think Gimpie might be part of the medical/research/ poison expert. Given she knows Yor's unique body metabolism that "won't react to medicine or poison" and can created the perfect individual medicine that work wonders for Yor only.

It is interesting to note that in Indonesian TL she said, "Y'know, I also envy Thorn-sis, but with a body like this, I can never get a boyfriend. You (refering to Hemlock) know how troubling for me this condition is. And that's why you attacked Thorn-sis, right? This medicine is my token of appology to her. And (you should) use this chance to apologize to Thorn-sis too."

Gimpie calls Yor "Thorn-sis" awwwww so cute 🥰🥰 Given how nurturing Yor is, it's no wonder a younger "siblings" will be so fond of her 🥰. Btw, did anyone notice that tiny little cat at the medicine box? Gimpie sure is (deadly) cute 🥰🥰 And no matter what Hemlock said and believe, Gimpie think of him as a brother that worry about her and decided to act to end her worry. Awww.... so much for isolation power, huh, Hemlock? 😏😏😏😏

Anyway the "... with the body like this...." Gimpie's said, and Shopkeeper's ".... I thought when you young talents has grown up...." make me think that Gimpie is a full grown woman. But her body is small (or stunted). It make me wonders of what kind of poison training she had that stunted her body growth. At the same time, it made me wonder at what kind of poison training Yor has done to make her body "immune to all kind of poison and medicine alike" but very weak towards alcohol consumption. 🤔🤔

Anyway, I'm glad we finally get to learn quite something about the Garden. Although, the same with WISE and SSS, there are a lot more to learn in the future.

Next, I'll talk about Loid and his reaction towards Yor's question at chp. 119 ->

[chococara25]

The Long Shadow of Action

Actions has consequences. What if Eddie didn’t just kick Buck out of his house, he also removed his guardianship over Christopher because how can he trust someone who let Bobby die to protect his son? (He doesn't realized how his actions would have long term consequences to everyone involved.)

WIP to this idea

Buck was at the HQ trying to cancel his transfer request with the HR department when one of the secretaries told him that Chief Simpson requested a meeting with him. Was he in trouble? Was this about leading the military on a wild goose chase using stolen government and municipal properties?

Buck frantically tries to figure out a way to absolve everyone in that incident (Tommy doesn’t deserve a suspension just because Buck begged him for help) when Chief Simpson finally spoke, slapping down a thick pile of files in front of them.

“These are the offers I got just this week from over half the captains in the district, all fighting to have the first pick on you. I know for a fact that with your current certifications, you are overqualified to be in 118, especially without having a proper partner.”

Buck, floored by the files, could only listen as Chief Simpson continued. “And with your success training firefighter Panikkar with your high standard, even the Academy had approached with an offer for you to train future heavy rescue operators. Even the fire marshal department had made an offer after your short stint with them, where your analytical approach in enforcing safety standards puts you down as one of our best fire marshals. The point is, firefighter Buckley, you have the potential to rise high, and I hope you will take the chance to do it.”

“I don’t know what to say, Sir. Surely my record with the LAFD… I sued LAFD once!”

“Firefighter Buckley, I think we all can agree you have just cause for that lawsuit. And the fact that you turned down the settlement offer and only requested to be allowed back to work with LAFD speaks well of your dedication to the calling. And the achievements you've garnered throughout the years only show how valuable an asset you are for LAFD.”

Noticing Buck’s indecisive looks, his voice gentled. “I think Captain Nash would agree with me, we were in talks before he passed away, on the possibility of you being trained to be a captain. He was thinking about retiring in a few years and hoped that you would be his replacement.”

“Bo - Captain Nash did?” Buck blinks, not sure what to say. “Erm, can I-can I think about it? And get back to you in a few days?”

The Chief nods. “Of course. I truly hope you give this serious consideration, firefighter Buckley. This is a good opportunity for you.”

Buck needed space and some time to think about the offers.

And yet, coming home to Eddie packing up his things haphazardly into boxes was the last thing he expected to see.

“What are you doing?” Buck froze by the front door, staring in increasing horror as he took in the stacks of boxes waiting for him in the hallway.

“Hey, Buck!” Eddie still struggled to wrestle one of the boxes, not noticing Buck’s furious look. “Chris and I are moving back to LA, so I’m gonna need my house back by this Friday because our stuff will be here by then.”

“But I’m subletting,” Buck said. “Where am I supposed to go?” Buck tried to hold onto his temper. This is his house now; he has a contract and everything.

“You’ll figure it out.” Eddie waved his hand vaguely. “You can sleep on the couch if you need it.”

Read more on AO3

Tagging: @jamieroyjamieroy @verschlimmbesserung @readingshadowstothemoon @thecarrott @eliotwaughdeservesbetter @911coded @fenrirscarsback @rcmclachlan @rinsfanfics01 @peppermintquartz @bidisasterevankinard @ladyeyrewrites

[cepdigivarsity]

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[the-joy-of-knowledge]

Thinking Fast & Slow

Understanding System 1 and System 2 Thinking.

In Daniel Kahneman's seminal work, "Thinking, Fast and Slow," he introduces the concept of two systems of thought: System 1 and System 2. These systems operate in different ways, shaping our decisions, behaviors, and habits.

System 1: The Fast Thinker

System 1 is our intuitive, automatic, and quick mode of thinking. It operates with little or no effort . This system is responsible for our immediate reactions and gut feelings.

Characteristics of System 1:

Automatic and Quick: Requires minimal effort.

Emotional: Driven by emotions and immediate impressions.

Unconscious: Operates without conscious awareness.

Fast: Reacts instantly to stimuli.

Examples of System 1 Behaviors:

Binge Eating: Grabbing a bag of chips and consuming it mindlessly while watching TV.

Impulsive Shopping: Buying items on impulse because they are on sale or displayed attractively.

Driving on a Familiar Route: Navigating through known streets without consciously thinking about each turn.

Reacting to a Sudden Noise: Jumping in response to a loud sound.

System 2: The Slow Thinker

System 2 is our analytical, deliberate, and effortful mode of thinking. This system is responsible for making more deliberate choices and reflecting on complex issues.

Characteristics of System 2:

Effortful and Deliberate: Requires mental effort and attention.

Rational: Driven by logic and reasoning.

Conscious: Operates with full awareness.

Slow: Takes time to process information.

Examples of System 2 Behaviors:

Intentional Eating: Planning meals ahead of time to ensure a balanced diet.

Careful Budgeting: Analyzing finances and creating a budget to manage spending.

Learning a New Skill: Dedicating time and effort to practice and improve.

Solving Complex Problems: Taking time to think through a difficult work-related issue or a puzzle.

How System 1 and System 2 Affect Our Habits

Our habits are largely influenced by the interplay between these two systems. System 1 often governs habits formed through repeated behaviors and routines, while System 2 comes into play when we try to change or form new, deliberate habits.

System 1 Habits:

Unhealthy Eating: Reaching for comfort food when stressed, driven by emotional responses.

Procrastination: Putting off tasks in favor of immediate, less demanding activities.

Mindless Browsing: Scrolling through social media without a specific purpose.

System 2 Habits:

Regular Exercise: Planning and adhering to a workout schedule.

Mindful Meditation: Setting aside time for mindfulness practices.

Continuous Learning: Reading books or taking courses to gain new knowledge and skills.

Practical Applications

I have realized that for me to form a new habit, I have to constantly fight against System 1 behavior (checking my phone first thing in the morning, impulsive eating etc). By fighting against it, I mean reminding myself of my intentions, taking time to ask myself why I really need another brownie. It is difficult at first but understanding the differences between System 1 and System 2 can help us make better decisions and develop healthier habits. For example, recognizing that binge eating is a System 1 behavior can lead us to implement System 2 strategies, such as meal planning and mindful eating, to counteract it.

Tips to Engage System 2:

Pause and Reflect: Before making decisions, take a moment to consider the consequences.

Create Routines: Establish structured routines that require conscious effort initially but can eventually become automatic.

Set Clear Goals: Define specific, achievable goals to guide deliberate actions.

Practice Self-Control: Develop self-discipline through regular practice and reinforcement.

By harnessing the power of System 2 thinking, we can override the automatic responses of System 1, leading to more intentional and beneficial habits.

[harleyquilt]

Misreading Touka (Tokyo Ghoul Meta)

For some reason, I've been seeing more dung being thrown at Touka's characterisation in the series, and since I've been wanting to write a meta for a while now, I decided to do a short one addressing some of the criticism I've seen around. This won't go into everything, of course -- the series is far too dense with analytical potential and I am a busy bee. Just know that I do want to dive deeper into Touken/Kanetou at a later point.

------------------------------------------------------------------------------

Touka is not reduced to a simple, meaningless housewife, and I do not understand why this perspective is used to undermine her character so often in the fandom. For the sake of this argument, I will be mostly focusing on her characterisation in ;Re, as that is where this criticism is mostly rooted. Yes, she is less active in the first part of the second series, but between all the other characters, events, and plot points, it is bizarre to me that people see so little in Touka, despite all that she does. 

I could dive into how Touka as a whole symbolises key themes throughout both series, and how that relates to Kaneki’s development, but I think I will save that for a separate meta. For now, I just want to discuss how Touka is positioned in the second series, and how it does not weaken the characterisation Ishida set up in the first. 

Following the end of the first series, which set its tone as a tragedy, Touka opens the ;Re café to act as a refuge for ghouls, just as Yoshimura did beforehand. To clarify, Yoshimura saved Touka from her miserable life on the streets, giving her the chance to live with some semblance of normalcy following the tragic consequences of her childhood. And now, as an adult, and with Yoshimura gone, Touka strives to recreate that environment once more. There are those that think she has done this for Kaneki and Kaneki alone, but that is clearly not the case, even if she does hope for Kaneki’s return one day; she allows Nishiki to take refuge there while he tries to find Kimi, she saves Tsukiyama after the Rosewald operation, and before anyone argues that she was still not directly involved in either case, she actively takes part in Ayato’s mission to save Hinami. It is there that she then sees Kaneki and allows him a place to stay too, following his battle with Arima. She even provides Akira and Amon a place to stay, reconciling their differences in the process, (underrated chapters, I think).

Up until this point, Touka has been forced to ‘live while losing’, and whether she decides to fight or not, it is an unavoidable outcome when it comes to war. She is simply trying to do what she can without trying to kill herself in the process – a flawed sentiment she has seen in her father and Kaneki before, and even to some extent, Ayato and Hinami.

She fights when she can, runs if she has to. She is forced to make this choice again and again, especially when the underground ward is attacked, and for the sake of her unborn child and other weaker ghouls, she must retreat if she doesn’t want all of them to needlessly die. 

That said, it is not as if she leaves without trying to fight first, she just isn’t stupidly overpowered like her opponents, (and that isn’t a jab at Ishida, I’m simply clarifying that she can’t defeat these foes with just Hinami at her side). Even then, she manages to stand her ground for a long time, despite the pregnancy and her hunger. Moreover, her kagune has developed since the first series, and like Ayato, she’s able to create more advanced structures with her ukaku. You just have to read in between the lines to see that Touka has never allowed herself to grow soft in the years Kaneki was away, and that only now, during this battle, can you see more of her capabilities.

And when Kaneki is trapped within Dragon, she finally decides that she cannot lose him – she refuses to lose him, because to do so would bring on too much despair. Just as Kaneki has prioritised Touka, Touka, too, will prioritise him, and so, even with her exhaustion, she battles against Mutsuki, digs through the Dragon’s flesh until her fingers and nails break, and almost succumbs to grief at the thought that he was already lost to her. The chapter is overlooked far too often, her desperate determination conveying to the reader the importance of love as a driving force.

Again, we saw this with Kaneki, who pushed himself past his limits in hopes of reaching Touka. Whether you like it or not, love is a powerful thing, and that has been shown throughout the series with many, if not all the characters. And for Kaneki and Touka, their love is their hope, and to lose that love is to lose their hope. So they fight, again and again, for each other and the light they bring into each other’s lives. 

Now I can argue all day about how Touka is far more active in the series than people care to admit, but I do not think that is why Touka is labelled as a housewife. I’ve been in the fandom for a long time and this label has been around long before their relationship was canonised, and I think it’s to do with the fact that Touka is clearly more feminine in ;Re. 

I’ve already explained that in terms of action, Touka still has plenty of moments to speak of, and personality-wise, I really don’t think she’s as different as people claim her to be. Yes, she’s calmer, but that shouldn’t be seen as a bad development. She’s an adult now, and with adulthood comes maturity, (or it should, anyway). She doesn’t need to fight anyone and everyone to prove herself, that is simply a childish perspective to take. Besides that, she’s still curt in the way she talks, is sarcastic and blunt, though not as harsh as she was before, and she still carries herself with plenty of pride and dignity, which was what was so appealing about her in the first series. Ffs, she confronts the whole CCG and tells them to eat shit because their arguments were annoying her. It’s ridiculous to me that people think she is a shadow of her former self, when there’s plenty of great moments involving her. 

As for her more maternal depictions, that is also something that has always been present, if you take a moment to connect the two series together. She was forced to grow up quickly when she became responsible of Ayato, and she effortlessly took Hinami under her wing after the death of her parents. This is an attribute that she continues to exhibit throughout ;Re, watching over the children and trying to comfort them. It’s a touching image, one that circles back around to her pregnancy. And to deem this progression as detrimental is rather…strange to me. In a time when we see women as strong and powerful for everything we represent – our hardships, both physically and emotionally, as well as our strengths – why is it seen as weak when female characters are utilised to represent the strength of womanhood. Because she’s a woman married to a man? Don’t be so childish. If you respect her characterisation at all, you will acknowledge how she continues to exhibit her strengths as an adult, whether that be in battle or beyond it. 

After all, Ishida could have easily written it so that she is no longer involved in anything past the discovery of her pregnancy. Except he doesn't, and instead, she fights even more, even harder, in spite of her pregnancy. Because of her pregnancy. And yet, this is somehow weakens her character? She is quite literally going beyond her limits to fight for her future, I see nothing weak in that.

It might be that readers dislike how she changes aesthetically, and that’s fine, but from that comes arguments that excuse why they don’t like her character. I could argue against every little argument I’ve seen about her, but at the end of the day, I feel like most of these points are made just to excuse a personal preference. And that is not an effective use of critical reading. You can’t make the story something it isn’t, and you can’t assume Touka was going to be a character she wasn’t written to be. If you don’t like that or disagree, then maybe this series isn’t for you and it’s time to move on. For now, at least, please give her characterisation the respect she deserves. Her role is so much more than the shallow labelling this fandom tends to give her.

[ethanparker9692]

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[drdemonprince]

ok i've tested it again and it's official. for me, the lasting after-effect of doing shrooms is heightened anxiety. not increased mental clarity or insight or calm or putting shit in perspective or any of that bullshit that other people get and benefit from.

the lesson the mushrooms taught me during this trip was the exact same lesson that it taught me last time -- that i'm already operating on a level of hyper self-awareness and obsessive reflection about the motives and perspectives of others as my baseline, and so i do not benefit from mushrooms being able to lift me up and give me a full 360 degree view of myself and everyone around me. i'm already processing reality that way all of the time, and it is debilitating. and of course, what i am experiencing as a detailed 360 map of social reality is really just a projection created by my own insecurities and biases, not objective fact, and so thinking so obsessively about the interiority of other people and myself is doing nothing but harming me.

basically the mushrooms just made me even more analytical and detached than I already am, which weed tends to do too, and no substance is gonna fix me because all they can do is alter the experience of having the brain i already have, and the brain cannot think itself out of problems that it already created. you cant think your way out of a problem that manifests in your behavior, you have to change your behavior instead.

im so jealous of people who take psychedelics and have a sudden epiphany and then no longer have a spider phobia or heal their body image or whatever. lucky bitches

[justabrick]

"Say you bring this whole place down, waltz outta the rubble with all these precious brains... Nothing changes. All the guys in charge are long gone. And we've got offices 'round the world."

I'm in an analytical mood again, so bear with me.

All the guys in charge are long gone.

Isn't it curious that Sundowner is implicitly excluding himself from 'those in charge'?

How much power over what's happening does he actually have?

It's all speculation, naturally, but I think it's possible to fill the gaps based on some other topics explained in decent detail in CODEC calls. Namely: Desperado, World Marshal and operation Tecumseh. And a little general cyborg info. So, operation Tecumseh – a false-flag operation planned by Steven Armstrong to ensure the revitalization of the war economy and his subsequent election, giving him free rein to reorganize America as a "survival of the fittest" society. Raiden and Maverick deduced that it involved President Hamilton's visit to the Shabhazabad region of Pakistan, and assassinating the President while making it seem as though Pakistani rebels were responsible for the assassination. And Desperado existed only to become the perfect scapegoat in this plan. Why I think that? First, reputation. It's as if Desperado LLC is purposefully trying to present itself as overtly evil to the public, it's aknowledged several times throughout the game.

What a name it is indeed. Quoting a dictinary: "A desperado is someone who does illegal, violent things without worrying about the danger." And the listed synonyms are: criminal, thug, outlaw, villain. Lovely. It's like writing "I'M EVIL" across your forehead. And speaking of exactly that. Agressive branding. We get to see three PMC's in action throughout the course of MGR's plot: Maverick, World Marshal, Desperado. Of all three of them Desperado marks their property the loudest. Raiden doesn't have Maverick's logo anywhere on his body, believe me, I've scoured all of his shiny metal ass for it. Regular Maverick soldiers from the prologue don't have the horse head anywhere on them either, neither do their vehicles. Only Gemini have these cute, easily missable pins on their jackets.

And I don't think I've seen World Marshal's logo on any of the enemies we fight, both their soldiers and and their UG's seem very "default" in that regard. Meanwhile Desperado:

(render by Yare-Yare-Dong) Especially prominent on Excelsus, a humongous advertisement for Desperado's involvement in the assassination, a good half of the final fight takes place on a giant Desperado logo.

Even the Winds themselves are branded like cattle, right on their chassis loud and clear.

All this to say is that they're advertising themselves as thugs and seem to be actively chasing publicity for it. No wonder, such reputation would make them a very convenient and believable target to pin the blame on. Why look deeper into it and try to find a potential secret third party behind them if this PMC already has an established history of extreme behavior? You'd think it would be pretty difficult to start out and grow with such presentation and their preferred clients being... fringe groups to say the least. That brings me to the idea that Desperado was never truly independent, and was always nothing but Armstrong's tool. Just a couple highlights to suggest how much money they must be getting from him. Quoting Kevin: "Of all registered PMC troops, we're still talkin', what, 3% have enhancements? Maybe 5%, tops? (...) Plus the surgery is highly specialized -- expensive as hell. Not to mention maintenance costs after that." Desperado is majority cyborgs. Imagine the costs. And the cherry on top - EXSELSUS. Boris: "I know Desperado makes good money, but this is not a thing thugs like that could purchase."

But even if they did start out independent it doesn't really matter, since with the amount of money Armstrong invested in them, his fist is so deep up Desperado's ass that he can use it like a Muppet. Seems Kev thinks the same: "Probably, given Desperado and World Marshal are basically one and the same. Careful down there..." There is no way Desperado could have continued to exist after Tecumseh. They're an american organization involved in an attempt on POTUS's life, they'd be torn apart immediately at the very beginning of the "war on terror" that Armstrong planned. The only possible excuse they could have used, as Raiden told Courtney, is to claim that their client set them up. But... That would never work with their track record of international terrorism and a history of assassinating high ranking politicians like N'Mani. And after all this exposition, let's circle back to the original question.

How much power over what's happening does Sundowner actually have? Chief Operating Officer of Desperado Enforcement LLC... sounds pretty nice if you don't think about it too much. Now let me put it more... idk, truthfully. De facto leader of a terrorist group that tried to kill the President. Scapegoat to end all scapegoats, eh? Especially with his colorful history of investigations for atrocities like torture and desecration of remains.

And Armstrong absolutely did intend for him to die as a result of Tecumseh. Don't believe me? Look.

What is Desperado? Lawless gang. And Sundowner - an extremist and a madman. Yeah. And when I'm calling him a scapegoat I'm not implying that he's innocent at all, dude's a monster. However! However. The real force behind the entire plan is undeniably Armstrong and World Marshal, NOT Sundowner and Desperado. Sundowner doesn't even believe in Armstrong's dream to be honest. None of the Desperado bosses we fight do, for that matter, but it's a topic I'll elaborate on in some other obnoxiously wordy post. Senator wants a future where everyone is free to fight their own wars, to fight for what they believe in. Does Sundowner personally fight for some kind of grand ideal? Well I guess he wants to see the return of war economy, but not to bring his country prosperity or anything, no no no. He wants war for the sake of war, just because that's what he loves, and what he thrives in. Sundowner is consumed by bloodlust, and the specifics of the cause that allow him to feed it don't matter all that much. Another proof is that he doesn't really care about the cause is that he yaps about Tecumseh to Raiden. First time in the server room can be chalked up to overconfidence (though I doubt it), but he actually answers Raiden's question on what's gonna happen in his last CODEC call, essentially sabotaging the entire mission by giving Jack a lead to follow. Could have kept his trap shut and Senator would have gotten what he wanted. But what about the quote "Even at mach two you wouldn't make it!" tho? Well I have a couple thoughts, they have to do with Sam.

So, Monsoon sent him to go "report to the chief." Safe to assume he went up to the server room, and him and Sundowner discussed what to do next. Ever wondered how Sam got to the spot his duel with Raiden takes place? Well there's this one easy to miss CODEC with Wolf in file 6: "Raiden: A World Marshal helicopter crashed in this vicinity earlier. It was en route to deliver a cache of cyborg repair materials. Should you locate any conspicuous crates, cut them open. See what is inside." Obviously his bike is still parked in Denver and I sincerely doubt Jetstream rawdogged it almost all the way to Solis on his own two legs, so that crashed helicopter is likely to have been his transport.

Server room is directly connected to the roof and helipad, Sundowner must have been the one who specifically sent him off to Solis. He is Sam's direct superior, let's not forget that. One of CODECs once you arrive at Pakistan: "Still, they've got to know I'm here. Sam was smart enough to figure out I'd take that launch vehicle." Idk if it's just Sam himself who figured it out, to be honest. Sundowner is shown to know a whole lot about Raiden, child soldier training, his experience with VR, the Patriots – it's reasonable to think he'd know of his connections in Solis as well.

So yes, I believe Sundowner purposely sabotaged Armstrong there. He's a lot of things, but he ain't stupid.

On the topic of sabotage, the way he was "defending" the HQ as Raiden advanced up the building is quite something. Not feeling like booting up the game to get the screenshots, but if you look up at HQ in the beginning of file 5, the building is utterly shagged. The only structural damage Jack himself caused I can think of is slicing up the helipad and everything else is basically Sundowner ordering the security to bomb the hell out of their own skyscraper.

And I see why he'd do that. It's logical to grow resentful of the company and the man that's setting you up to either get thrown in prison or killed as part of their plan. He can't not know that it's the fate that awaits him, he's aware what Tecumseh entails and he knows that all the blame will be pinned on him. So he might as well make his swan song as bombastic and destructive as possible.

There's also a big chance that he's actually indentured to World Marshal much like a lot of it's contractors, and that tie is likely to be stronger than the average cyborg's, because custom chassis are EXPENSIVE. I personally interpret the way he became involved with Desperado and by extension World Marshal as Armstrong plucking him out of some metaphorical ditch and offering him a way to escape the crippled potato life he was forced into after his run-in with an IED. It's not a charity though, and the price is what I was talking about above.

That would also explain why he's such a good sport about losing to Raiden. He must have lived with the knowledge of the exact date his life would end, either literally or by being dragged into court, so he's already made his peace with it. The other Winds seem to have done so too, judging by resignation in their last words. Not Khamsin though, that dumbass was definitely in the dark and it shows.

So in conclusion, does Sundower have power? Over day to day operations of Desperado – yes, over his own fate – ha. Haha. No. In the grand scheme of things his death does not matter. All actual strategic decisions are made by Armstrong and other "guys in charge" whoever they may be, meanwhile Sundowner is just a figurehead to pin their actions on.

At least Raiden gave him the death he would have wanted. It is flattering to fall to the state of the art cyborg who suplexed a Metal Gear. But that's just my speculation. I hope there are some interesting thoughts to find here even if you don't agree with the overall picture.