#Transit Optimization

[maxvalueplus]

The Role of AI in Public Transportation Optimization

Explore the evidence-backed journey into the future with 'The Role of AI in Public Transportation Optimization.

Navigating Efficiency: AI’s Transformative Impact on Public Transit In the bustling world of urban mobility, a silent orchestrator takes the stage – The Role of AI in Public Transportation Optimization. This article embarks on an insightful exploration, unraveling the ways in which artificial intelligence (AI) is reshaping and optimizing public transportation systems to create efficient,…

[justalittlesolarpunk]

Hey, can you reblog if you are or plan to be carfree, and if you want to or can’t let me know in the comments? Wanna see something (how many of us there are haha)

[sybaritick]

this did make me realize it's very funny how "a person who is genuinely sexually attracted to me" is somehow beyond my capacity to imagine even if I'm doing something otherwise wildly self indulgent

[urbanism-and-transit]

who's urban design is better: usa or uk? well obviously uk but i need reasons so i can bully my american friends >:)

that's a bit of a difficult-to-answer question; as mean as it sounds, comparing the UK to a region or even some states is more fair - different areas in the USA have *way* different urban design. for example: the sunbelt tends to have more car infrastructure, while the northeast, midwest, and northwest tend to be more transit-oriented.

but if you *really* want an answer, my personal answer would be that most of the USA is more progressive in regards to urbanism, which is what matters most to me.

-sdrx902 (nico)

[electricpurrs]

my mother is a horrible person and there's nothing i can do about it. i can't stop her from hurting me or from hurting others. i can only watch. it feels like a rock on my stomach

[fingertipsmp3]

The good news is my smart typewriter arrived, the bad news is its battery is deceased

[andromedasummer]

huh, the amount of people who perceived themes other than eugenics and transhumanism in regards to evolution in phyrexia is very interesting to me

[transhuman-priestess]

People in the notes will let their barista murder them on purpose but complain when the person driving the 20 ton death machine down narrow city streets on a tight and publicly posted schedule doesn’t wait 5 minutes for you to load all your groceries.

bus drivers are never neutral they are either heaven sent or deeply evil to their core

[honestkindlereviews]

The Resilient Job Seeker's Handbook: Navigating Uncertainty and Building a Thriving Career

The modern job market can feel like an unpredictable journey, filled with unexpected twists and turns. For many, a career transition brings a unique blend of anticipation and apprehension, often marked by profound uncertainty and the inevitable sting of rejection. In such a landscape, maintaining motivation and a strong sense of self can be incredibly challenging. This comprehensive guide, inspired by "The Resilient Job Seeker's Handbook: How to Navigate Uncertainty, Manage Rejection, and Maintain Motivation During Your Career Transition" by Thiare Nicole Obma, offers a roadmap to cultivate the resilience needed to not only weather these storms but to emerge stronger, more insightful, and more aligned with your true potential.

The Resilient Job Seeker's Handbook: How to Navigate Uncertainty, Manage Rejection, and Maintain Motivation During Your Career: BUY EBOOK CLICK HARE

This article delves into the core principles and practical job search strategies that empower you to become an active, empowered navigator of your own career path, transforming moments of difficulty into opportunities for growth. It’s about more than just finding your next role; it’s about consciously building an inner fortitude that will serve you throughout your entire professional life.

Navigating the Emotional Landscape of Job Searching

Embarking on a job search, especially one that wasn't entirely on your own terms, often feels like an emotional rollercoaster. One moment, you’re soaring with hope after a promising lead; the next, you’re plummeting into anxiety following an unexpected silence or a terse rejection. This fluctuation is a universally shared experience, and understanding its psychological roots is the first crucial step toward navigating it with greater calm and control.

At its core, a career transition is a significant life change. Humans are wired to prefer predictability, and being thrust into the unknown can trigger stress responses. The loss of routine, a familiar professional identity, financial security, and daily social connections can all contribute to feelings of anxiety, sadness, and even grief. It’s vital to acknowledge that experiencing these emotions is not a sign of weakness; it’s a natural, human response to upheaval. The sheer uncertainty — not knowing when the phone will ring or where the next opportunity will come from — can be exceptionally taxing.

To gain control, it's paramount to identify your personal emotional triggers. What specific moments consistently provoke intense reactions? Is it the silence after an interview, impersonal rejection emails, or seeing peers announce new roles online? Becoming aware of these triggers and your typical responses (withdrawal, irritability, negative self-talk, physical symptoms) is the bedrock of effective emotional management. This self-awareness allows you to anticipate and prepare, shifting from broad overwhelm to targeted coping.

Furthermore, rejection sensitivity plays a significant role. For some, the emotional pain of perceived or actual rejection is felt more acutely. Understanding this inherent sensitivity helps you contextualize your reactions and fosters self-compassion. The goal isn't to be immune to pain, but to depersonalize rejection, seeing it as a data point rather than a verdict on your worth. Recognizing these common emotional pitfalls — the comparison trap, the spiral of negative self-talk, catastrophizing, and allowing your job search to define your self-worth — empowers you to sidestep them or recover more quickly. This honest preparation is precisely what sets the stage for building authentic resilience.

Building Your Inner Fortitude: The Pillars of Resilience

True career resilience extends far beyond simply "bouncing back" from adversity. It’s a dynamic, multifaceted, and proactive capacity that enables you to adapt to constantly shifting professional landscapes, develop new skills intentionally, and maintain your psychological well-being under pressure. This profound strength isn't an innate trait; it's a learnable capacity, a set of skills, perspectives, and strategies that can be consciously developed and honed over time.

The "unshakeable inner core" of resilience is supported by several key pillars crucial for any job seeker:

Self-Awareness & Managing Oneself: This foundational pillar involves a deep understanding of your strengths, core values, preferred working styles, and unique contributions. In times of uncertainty, this self-knowledge acts as an internal compass, guiding decisions aligned with who you truly are.

Optimism & Positive Reframing: Not naive positivity, but a hopeful outlook and the ability to look at negative situations, like rejection, and consciously search for lessons, growth opportunities, or alternative perspectives. It's about choosing your response to reality.

Adaptability & Flexibility: The job market is dynamic. This pillar is about your willingness and ability to adjust plans, job search strategies, and even your definition of an "ideal" role when circumstances demand it. It's the flexible strength of a willow tree, not the rigidity of an oak.

Problem-Solving Skills: Viewing obstacles not as insurmountable barriers but as puzzles to be solved. This empowers you to analyze situations, seek solutions, and take proactive steps, transforming you from a passive recipient of difficulty into a resourceful agent of your own progress.

Strong Support Networks: Building, nurturing, and actively engaging with a network of friends, family, former colleagues, and mentors is essential. These connections act as powerful buffers against stress, provide valuable information, and offer encouragement, fostering a vital resilience ecosystem.

Purpose & Meaning: Connecting your job search efforts to a larger sense of purpose beyond just a paycheck. Understanding your "why" — the core values driving you, the impact you aspire to make — provides a profound source of intrinsic motivation, transforming mundane tasks into steps aligned with something deeply important.

Consciously understanding and strengthening these pillars forms your robust yet flexible armor, ready to protect your inner core during the job search and throughout your entire career transition.

Turning Adversity into Advantage: Embracing Uncertainty and Reframing Rejection

The dual challenges of uncertainty and rejection are inherent to the job search, yet they can be powerful catalysts for growth when approached with a resilient mindset.

Embracing Uncertainty as a Catalyst for Growth

Our brains crave predictability, making the uncertainty of a job search feel threatening. However, it is often within these periods of intense ambiguity that the most profound growth occurs. Uncertainty can force you out of your comfort zone, compelling you to explore new possibilities, uncover latent talents, learn new skills, and gain deeper self-understanding. It’s an opportunity to become a more skilled navigator of your own career.

Practical strategies for managing ambiguity include:

Scenario Planning: Dedicate limited time to consider best-case, challenging, and most likely outcomes for your job search. Briefly outlining potential responses makes nebulous "what ifs" more concrete and less threatening.

Focusing on Controllables: Relentlessly differentiate between what you can and cannot control, and channel all your energy towards the controllables (your effort, attitude, strategy, skill development, networking, self-care). This reclaims a profound sense of agency.

Information Gathering as an Antidote to Anxiety: Actively seek out knowledge about industries, companies, roles, and in-demand skills. Each piece of information illuminates your path, reducing the feeling of being adrift.

Maintaining Routines and Structure: Create and adhere to daily or weekly routines for your job search, exercise, breaks, and personal well-being. This provides an invaluable anchor of predictability and control.

Cultivating Learning Agility: This meta-skill is about the willingness and ability to learn from experience and apply that learning effectively to new situations. It means being open to new ideas, seeking feedback, and adapting your job search strategies based on continuous learning.

The Rejection Reframe: From Stinging Setback to Strategic Stepping Stone

Rejection hurts because humans are wired for social connection and belonging. In a job search, it can feel like a personal blow, impacting self-esteem. However, it's crucial not to personalize rejection. Numerous factors outside your control (internal candidates, shifting priorities, sheer volume of applications, specific fit) often determine hiring decisions. Learning to separate your self-worth from the outcome of any single application is vital.

Adopting a "Rejection Proof" mindset, inspired by Jia Jiang, involves:

Viewing "No" as Information: See rejection as data to analyze for insights, not invalidation.

Understanding Persistence Pays (Strategically): Each rejection, if analyzed for lessons, can make subsequent efforts stronger.

Building Courage Through Deliberate Action: Every application sent, every networking contact made, every interview attended, builds your "courage muscle."

To "mine rejection for gold":

Directly Requesting Feedback: Politely request feedback after later-stage interviews to understand areas for improvement.

Analyzing Patterns: Even without direct feedback, look for patterns (e.g., no responses, failing after phone screens, getting to later stages but no offer) to diagnose issues with your resume, pitch, or interview skills.

The Brené Brown approach of Reckoning (acknowledging emotions), Rumbling (challenging internal narratives), and Revolution (learning and writing a new ending) provides a powerful framework for processing rejection in a way that fosters resilience and growth. Develop a "Rejection Recovery Ritual" — a pre-planned set of actions (talking it through, physical activity, journaling, short breaks, reviewing your "Why" statement) to help you process emotions constructively and regain equilibrium more quickly.

Sustaining Your Drive: Fueling Motivation

Motivation is the vital fuel for any job search, yet it naturally ebbs and flows. Recognizing this cyclical nature helps you manage it effectively, rather than succumbing to self-blame during dips. Common "motivation killers" include prolonged searches with few results, lack of feedback, financial stress, the comparison trap, loss of routine, and the repetitive nature of job search tasks.

To sustain your drive, implement these strategies:

Setting SMARTER Goals: Break down the monumental goal of "finding a new job" into Specific, Measurable, Achievable, Relevant, Time-bound, Evaluated, and Re-adjusted components. This provides clarity, control, and tangible evidence of progress.

The Power of Small Wins: Consciously acknowledge and celebrate incremental steps and minor victories. Each "small win" (sending a tailored application, having a productive networking call) triggers a dopamine release, reinforcing positive behavior and maintaining momentum.

Creating a "Motivation Toolkit": Assemble a collection of personal resources for quick boosts:

Your "Why" Statement: A clear, concise statement of your core values and aspirations to reconnect with your deeper purpose.

Your Success Log: A record of past achievements, accomplishments, and positive feedback to counter self-doubt.

Inspiration Sources: Curated quotes, articles, podcasts, or music that reliably lift your spirits.

Accountability Partners or Groups: External support and shared goals to keep you committed.

Managing Energy, Not Just Time: Approach the job search like a marathon, not a sprint. Identify peak energy times for demanding tasks, incorporate regular breaks, prioritize rest and sleep, and engage in genuinely recharging activities (hobbies, nature, loved ones). This prevents exhaustion and burnout.

Reawakening Your Passion: Reconnect with the intrinsic interest and enthusiasm for your work by revisiting past triumphs, immersing yourself in inspiring industry content, talking to enthusiastic professionals, or exploring related interests through freelance work or personal projects.

Fueling your motivational fire is an ongoing act of self-awareness, strategic planning, and compassionate self-care, building sustainable resilience for the long haul.

Practical Tools for the Modern Search

Inner resilience translates into effective outward action through practical job search strategies.

Resilient Resume and Cover Letter Crafting: These first impressions must tell a compelling story. Focus on concrete achievements (quantify results), highlight transferable skills, and maintain a positive, confident tone. Weave in concise narratives of resilience — how you navigated challenges, adapted to change, and creatively solved problems.

Networking with Confidence and Authenticity: Reframe networking from a chore to an opportunity for genuine connection. Focus on mutual learning and support rather than just asking for a job. Leverage LinkedIn strategically by maintaining a polished profile, proactively researching, sending personalized connection requests, and engaging thoughtfully in discussions. Recognize your network as a vital resilience buffer for emotional support and insights.

Interviewing as a Resilient Performer: Interviews are prime opportunities to demonstrate your strength under pressure. Prepare for resilience-testing behavioral questions (e.g., "Tell me about a time you faced a significant challenge") using the STAR method. Frame challenges as learning experiences, emphasizing your proactive response and growth. Manage interview anxiety by reframing nerves as excitement, practicing relaxation techniques, and focusing on genuine connection.

The Art of the Follow-Up: A thoughtful, strategic follow-up demonstrates continued interest and professionalism. Send personalized thank-you emails within 24 hours. If appropriate, politely inquire about timelines or even add value by referencing discussion points or sharing relevant insights. This consistency subtly showcases your determination and grit.

Managing Your Digital Footprint and Online Brand: Proactively audit your online presence (LinkedIn, social media) to ensure it aligns with your professional aspirations. Clean up inappropriate content and build a positive online brand by sharing relevant industry content, writing articles, and engaging in professional discussions. This projects your expertise, engagement, and resilience.

Negotiating Offers with a Resilient Mindset: A job offer is a triumph, but the negotiation phase requires confidence and strategic thinking. Research your market value to know your worth. Advocate for your needs (salary, benefits, work-life balance) respectfully and confidently, framing requests based on value. Handle setbacks with poise, evaluating the overall package. Successful negotiation demonstrates communication skills and a clear understanding of your value.

These practical activities are not just tasks; they are arenas in which to apply, hone, and demonstrate the very resilience you are cultivating, transforming your job search into an active, empowering, and growth-oriented exercise.

The Long Game: Cultivating Long-Term Career Well-being

Finding your next job is a critical milestone, but it's one leg of a much longer career marathon. True career resilience extends beyond the immediate job search to sustain you through all future twists and turns. It involves cultivating a "marathon mindset" of strategic pacing, sustained well-being, and continuous adaptation.

Designing a Career That Truly Fits: Use periods of career transition as a unique opportunity to pause and intentionally design a professional life that brings long-term satisfaction. Consider what kind of work genuinely engages you, how your career integrates with your broader life goals (work-life integration), and how well it aligns with your core values and innate strengths.

Continuous Learning and Adaptability as Lifelong Skills: In a rapidly evolving world of work, constant change is the only certainty. Embrace continuous learning — through formal education, self-study, and learning from others — to maintain professional relevance. Cultivate "learning to learn" as the ultimate meta-skill, enabling you to acquire new knowledge effectively and adapt quickly to shifting demands. This is your career insurance policy.

Building a "Career Resilience Portfolio": Diversify your professional assets like a financial portfolio. This includes:

Skills: Both technical/hard skills (kept current) and interpersonal/soft skills (communication, leadership, problem-solving).

Experiences: A diverse track record of projects, roles, industries, and challenges overcome.

Networks: Strong, supportive relationships with colleagues, mentors, and peers.

Mindset Strategies: All the internal tools for managing emotions, reframing, and problem-solving.

Financial Prudence: A cushion against instability, allowing you to make choices based on opportunity rather than desperation.

Stress Management and Burnout Prevention for the Long Haul: Chronic stress and burnout threaten long-term career resilience. Recognize early warning signs (fatigue, cynicism, irritability) and implement sustainable self-care practices (mindfulness, exercise, hobbies, adequate sleep, healthy boundaries, nutrition). These are non-negotiable for sustained well-being.

Mentorship and Giving Back: Strengthen your resilience ecosystem by seeking mentorship at every stage of your career. Experienced individuals offer guidance, support, and perspective. In turn, give back by mentoring others; this reinforces your own learning, provides purpose, and expands your network, creating a positive ripple effect in the professional community.

The Resilient Path Forward: Daily Practices and Concluding Encouragement

The true power of resilience lies in its consistent, daily application. It’s about weaving these principles into the fabric of your everyday life.

Practical, Actionable Tips for Daily Resilience:

The Morning Mindset Minute: Start your day by setting a positive intention or affirmation to prime your brain for a resourceful state.

Scheduled "Worry Time": Contain anxieties by dedicating a specific, limited period to address concerns, shifting from rumination to problem-solving or acceptance.

The Daily Gratitude Practice: Identify three specific things you are grateful for to shift your focus to what’s positive and present, improving mood and fostering optimism.

The Micro-Learning Goal: Dedicate 15-30 minutes daily to learning something new relevant to your career, keeping your mind engaged and skills current.

The Networking Nibble: Commit to one small networking action each day to build connections consistently and with low pressure.

The Rejection Reflection (Brief & Action-Oriented): After a setback, quickly ask, "What, if anything, can I learn from this?" to turn it into a learning opportunity.

The End-of-Day Progress Review: Take 5 minutes to acknowledge your efforts and small wins, reinforcing a sense of accomplishment.

The Physical Movement Break: Incorporate short bursts of movement throughout your day to reduce tension, boost energy, and reset your mind.

One Act of Self-Compassion: Treat yourself with the same kindness and understanding you’d offer a friend.

These small, consistent actions compound over time, building significant and sustainable resilience.

Frequently Asked Questions for the Resilient Job Seeker:

Overwhelmed? Focus on the immediate, smallest possible, controllable action.

Employment Gaps? Be honest but brief, focus on proactive activities and learning during that time, and pivot to your readiness for the future role.

Feeling Unemployable? Aggressively practice depersonalizing rejection, gather contrary evidence from your Success Log, shift focus to controllable process goals, and seek professional support if needed.

Long Search, Low Motivation? Revisit and refine your "Why," double down on SMARTER goals and small wins, critically evaluate and adjust your strategy, manage your energy, and actively seek inspiration.

Strategies Not Working? Personalize strategies (find what works for YOU), give them time and consistent practice, and focus on the underlying principle, making small adjustments. Professional support can also be invaluable.

Defining/Communicating Resilience? Define it for yourself through your past experiences, then communicate it through specific, concise stories (using STAR method) that illustrate your actions, outcomes, and learnings from challenges.

Burned Out? Take a Break? Absolutely, YES. Make it intentional, define the length, plan genuinely recharging activities, set clear boundaries, manage guilt by reframing the break as an investment, and set an intention for your return.

Concluding Encouragement: Your Journey Continues, Your Resilience Shines

As you conclude this guide and continue your career transition, remember that the path may not always be smooth, but you are not navigating it empty-handed. You possess a profound capacity for strength, adaptation, learning, and growth. The challenges are real, but your innate ability to meet them, learn from them, and emerge stronger is far more powerful.

Carry these principles, practices, and perspectives with you. Trust in your ability to navigate uncertainty, to reframe the sting of rejection into a lesson, and to sustain your motivation even when the path feels long. The resilience you are building today, the courage you are showing, the effort you are investing — these are not just for now. They are for a lifetime. Go forth, and let your resilience shine.

The Resilient Job Seeker's Handbook: How to Navigate Uncertainty, Manage Rejection, and Maintain Motivation During Your Career: BUY EBOOK CLICK HARE

[haplogamingchef]

Dune Awakening Class Guide: Swordmaster to Smuggler

Introduction: Picking the Right Class in Dune Awakening

Starting your journey in Dune Awakening means choosing a class that matches your style of play. Unlike other MMOs, the class you select here shapes more than just combat—it defines how you survive, fight, and grow in the harsh desert of Arrakis. This guide covers all five classes, their strengths, signature skills, and the type of players they suit best. And yes, while you can switch classes later on, your first choice will still define your early-game experience.

Swordmaster: Melee Expert and Frontline Leader

If close-range combat and fast-paced action sound like your thing, the Swordmaster might be your best bet. Trained in precision and agility, Swordmasters rely on skillful timing and quick reflexes instead of brute force or tech.

Starting Ability: Deflection – lets you block incoming projectiles and counter with a swift strike.

Playstyle: Great for aggressive players who love diving into battles and outmaneuvering enemies with fast dodges.

Strengths: High damage, fast mobility, excellent for solo and frontline play.

Advanced Skills: Unlock stamina-based combos, movement boosts, and elemental melee techniques later in the game.

Recommended for: Players who want fast, fluid combat and don’t mind a bit of a learning curve.

Bene Gesserit: Tactical Manipulator with Mind-Control Skills

The Bene Gesserit class is all about psychological warfare and subtle influence. These aren’t brawlers, but they can absolutely control the flow of a fight.

Starting Ability: Voice Compel – forces enemies to follow your verbal commands, like walking out of cover or into danger.

Playstyle: Ideal for those who prefer tactics and control over brute strength.

Strengths: Unique mind-control mechanics, great dodging, and excellent in duels or missions involving deception.

Advanced Skills: Unlock enhanced recognition, advanced dodges, and environmental resistances.

Recommended for: Players who enjoy manipulation, stealthy gameplay, and outsmarting their opponents.

Mentat: The Strategic Genius and Battlefield Support

Mentats are the brains of the battlefield. They process info faster than most computers and play more of a support or tactical role.

Starting Ability: Mark Weakness – highlights enemy vulnerabilities so they take more damage from all sources.

Playstyle: Support-focused but not helpless. These are the players who always know what’s coming next.

Strengths: Battlefield scanning, drone deployment, enemy tracking, and environmental prediction.

Advanced Skills: Tech-based support, hacking, surveillance, and even weather forecasting.

Recommended for: Strategic players who love planning ahead, analyzing combat, and giving their team the edge.

Fremen Survivalist: The Master of the Desert

For players who love exploration and survival, the Fremen Survivalist is unmatched. These desert dwellers are tuned into the terrain and thrive where others struggle.

Starting Ability: Sand Walk – lets you move quietly across the desert without drawing sandworms.

Playstyle: Balanced between survival, mobility, and long-range ambush tactics.

Strengths: Heat resistance, environmental adaptation, and terrain-based combat tricks.

Advanced Skills: Trap setting, desert creature summoning, terrain camouflage.

Recommended for: Players focused on open-world exploration, gathering, and living off the land.

Smuggler: The Independent All-Rounder

If freedom is what you’re after, the Smuggler lets you play your own way. They’re not tied to factions and offer a mix of stealth, ranged combat, and economic advantage.

Starting Ability: Smoke Screen – deploys cover that breaks line-of-sight for sneaky escapes or ambushes.

Playstyle: Flexible. Smugglers are ideal for solo play, trade, stealth, or sabotage.

Strengths: Trade routes, rare blueprints, black market access, and trap-based skills.

Advanced Skills: Black market dealings, vehicle mods, contraband runs, and infiltration.

Recommended for: Players who like sandbox freedom, want to profit from gameplay, or enjoy operating outside the rules.

Quick Comparison of All Dune Awakening Classes

ClassFocusIdeal ForStarting SkillSwordmasterMelee, AgilityHigh-damage combatDeflectionBene GesseritControl, ManipulationTactical and stealthy gameplayVoice CompelMentatStrategy, Team SupportPlayers who like planningMark WeaknessFremen SurvivalistExploration, SurvivalDesert navigation & resource useSand WalkSmugglerVersatility, TradeSolo or stealth-based playersSmoke Screen

Which Class Should You Choose First?

While you can eventually switch classes in Dune Awakening, your first pick really matters during early gameplay. Here's a cheat sheet to help:

Pick Swordmaster if you want to jump into the action and lead fights.

Choose Bene Gesserit if you prefer clever play and manipulating outcomes.

Go Mentat for support and battlefield control roles.

Try Fremen Survivalist if exploring and surviving in harsh zones appeals to you.

Select Smuggler for freedom, trade, and stealth-based versatility.

And yes—hybrid builds are possible later on. Mix and match skills from different paths to create your own playstyle. For example, a Swordmaster with desert movement from the Fremen path, or a Bene Gesserit who dabbles in smuggling tech.

Conclusion: Shape Your Destiny in Dune Awakening

The class system in Dune Awakening offers flexibility and depth. Whether you want to brawl on the frontlines, outwit your enemies, dominate the economy, or simply survive the sands, there’s a class that fits. Don’t stress too much—your starting class is just the beginning. The world of Arrakis rewards creativity and exploration, so dive in and start experimenting.

FAQs

Q1: Can you change your class in Dune Awakening? Yes, while your initial class affects early gameplay, you can switch classes later in the game by learning from mentors.

Q2: What is the best solo class in Dune Awakening? The Smuggler is ideal for solo players due to its stealth abilities, economic perks, and independent playstyle.

Q3: Which class is best for beginners? The Swordmaster is beginner-friendly if you enjoy direct combat. Its simple but rewarding melee mechanics are easy to pick up.

Q4: Are hybrid class builds possible? Yes, Dune Awakening allows players to mix abilities from multiple classes as they progress, creating flexible hybrid builds.

Q5: Do classes affect exploration in Dune Awakening? Yes. For example, the Fremen Survivalist excels in exploration due to terrain skills and resistance to desert hazards.

Q6: What class is best for PvP? Swordmasters and Bene Gesserits both shine in PvP—Swordmasters for raw power, Bene Gesserits for manipulation and control.

Q7: Are there crafting-focused classes? Yes. Smugglers and Mentats offer access to advanced crafting, trade routes, and tech-based tools that enhance economic gameplay.

🎮 Meet Haplo Gaming Chef 🍳

Level 99 Kitchen Warrior here! I'm on a quest to transform your gaming sessions into epic culinary adventures. When I'm not farming rare ingredients in MMOs, I'm crafting real-world recipes inspired by your favorite video games.

Specializing in: • Game-inspired recipe creation • Cooking quest guides • Power-up snacks for gaming sessions • Achievement-worthy meal prep

Join my party as we explore the delicious intersection of pixels and plates. Whether you're a casual foodie or a hardcore gamer, there's always room at my crafting table! #Gaming #GamingGuides #GamingChef #HaploGamingChef For More Visit: https://haplogamingchef.blogspot.com/

[jcmarchi]

The Sequence Opinion #533: Advancing AI Research : One of the Primitives of Superintelligence

New Post has been published on https://thedigitalinsider.com/the-sequence-opinion-533-advancing-ai-research-one-of-the-primitives-of-superintelligence/

The Sequence Opinion #533: Advancing AI Research : One of the Primitives of Superintelligence

How close is the current generation of AI systems to create and implement actionable AI research.

Created using GPT-4o

We all heard the ideas of AI improving itself to achieve super intelligence but what are the more practical manifestations of that thesis? One of the most provocative ideas in AI today is the thesis that artificial intelligence systems may soon play a central role in accelerating AI research itself. This recursive dynamic—AI contributing to the development of more advanced AI—could catalyze a rapid phase transition in capability. In its most extreme form, this feedback loop is hypothesized to culminate in artificial general intelligence (AGI) and, eventually, superintelligence: systems that vastly exceed human capabilities across virtually all cognitive domains.

This essay articulates the core thesis that AI-facilitated AI research could unlock superintelligence, outlines key technical milestones demonstrating this trajectory, and examines the foundational risks and limitations that may disrupt or destabilize this path. We focus specifically on examples of AI systems already contributing to the design, optimization, and implementation of novel AI techniques and architectures, and assess the implications of such recursive capability gains.

AI as a Research Accelerator: Evidence from the Field

[justalittlesolarpunk]

Solarpunk Sunday Suggestion:

Ride on public transport

[namazu-running]

Man I try to stay hopeful about eventually moving out and transitioning and all that jazz but when the minimum down payment on even just the cheapest trailer in the sketchiest trailer park is still $24,000 it’s really demoralizing

[mentorshelly]

How to Use LinkedIn to Get Job Offers in 30 Days After a Layoff

So, you’ve been laid off. Cue the emotional rollercoaster: shock, fear, maybe a little relief (because let’s be honest, some of y’all were already over that job 😏). Now what? Before you spiral into job board burnout, let’s redirect that energy toward the platform that could literally change your career in 30 days or less: LinkedIn. Yes, LinkedIn. Not the boring resume graveyard you think it…

[zoydraft]

Transit Puzzle Game

A transit-themed pen-and-paper puzzle game for one or more players, about the constraints of incremental planning.

These are the rules for the first stable-ish version, written up March 11, 2025

Planning supplies

1 D6

A hex grid (I’ve been testing with 9 by 11.5 (alternating 11 and 12 tile rows), which introduces space constraints very quickly. I have also tried a much bigger grid and found it too wide open, but more testing would be beneficial)

A die with at least as many sides as the longer dimension of the grid

Coloured writing utensils. At least 5 per player, preferably more.

You’re probably curious about how to win

You will be scored for your system attributes and performance. Your score can either be used in pursuit of a personal best, or competitively around a table.

The system attributes are:

Length of longest line (in tiles)

Number of interchanges (defined as tiles with tracks heading in ≥3 directions)

Other ideas

Most stations in a line (redundant with longest line)

Super-interchanges (defined as tiles with tracks heading in 6 directions)

Once you have placed your 10th station you will roll the coordinates of a trip’s origin and destination. Once you have completed your map, you will be evaluated on your system’s service of this trip.

Once you have placed your final station you will roll the coordinates for a second trip which you will also be evaluated based on.

Gameplay

Randomly decide your starting coordinates (e.g. if using a 9 x 12 grid you can roll 2D12 and re-roll if the numbers are too high to correspond to a tile) and draw your first station there.

If playing multiplayer, all players share all rolls, including starting position, track lengths, and trip coordinates.

Roll a D6 to find the length of track to be placed. All tracks must be straight, exactly the length rolled, begin at an existing station, and end at another station, which can either be new or already existing.

Repeat step two until you have placed 10 stations.

Determine your first trip coordinates (origin and destination) and indicate them on the map

Continue placing tracks and stations until you have placed 20 stations, or you have rolled 3 consecutive D6 that have not allowed a legal track placement.

Roll your second trip coordinates and show them on the map.

Track Placement & Lines

Tracks can only be straight lines

Tracks can not cross, except at stations

Lines are continuous tracks that do not turn more than 60°at stations

You may start a new line on any roll, but it must originate from an existing station

You must use all rolls that you are able to. If you do not believe there is any possible track placement possible you may re-roll up to 3 times. If you have 3 consecutive rolls that do not allow legal track placement your map is finished.

Scoring

The first iteration of scoring is intentionally convoluted to appeal to my weirdo child, whose favourite part of the game (by far) is using a calculator. Simplifications may be beneficial.

Trip Evaluation

The first step of trip evaluation is checking the walking distance between the two tiles to figure out the baseline trip time.

Then, you find the trip time by adding up the factors on the table below.

Origin coordinates: (___, ___)

Destination coordinates: (___, ___)

Final Trip Score

(Alternately, use only K)

K x M =

Final Score

(M1 + M2) x C

Commentary

This game evolved from a collaborative world-building game that my kid had no initial patience for. As is, it is much more puzzle-y and fairly fun and satisfying.

Future Work

Illustrations for instructions, or example maps.

Testing different maps

Different grid sizes

Incorporating obstacles or points of interest

Testing multiplayer

Scoring could be simplified using a victory points system, such that system attributes are a sum of superlatives around the table.

Players could agree in advance on attributes of interest.

Refining scoring options

Current rules are purposely convoluted.

[samw3000]

Replay

We start by discarding small belongingsTiny childhood dreamsFlying imaginary friends to the moonOn a wooden spaceship spoonTowel and sheet capesSuperhero and villain gamesLife as a circus and a stageAll the time in the worldTo find your placeThen Pressured into practicalityAs we continue to growTrading dragons to make endsSwapping stories for trendsPutting away action figuresAnd fairy tales to…