#navigation algorithms

[desireeturner2569]

Dreame's Innovative Solution to the Roomba Docking Problem

In the ever-evolving world of smart home technology, Dreame has emerged as a trailblazer, offering cutting-edge solutions to common household challenges. One such innovation is their approach to the robotic vacuum docking problem.

Traditionally, robotic vacuum cleaners have faced difficulties in seamlessly returning to their docking stations, often resulting in frustration for users. However, Dreame's engineering has tackled this issue head-on, ensuring a hassle-free experience for homeowners.

By leveraging advanced navigation algorithms and precise sensor technology, Dreame's robotic vacuums can effortlessly locate their docking stations, even in complex layouts or cluttered environments. This remarkable feat not only enhances convenience but also optimizes battery life, allowing for more efficient cleaning cycles.

Moreover, Dreame's commitment to user-friendly design extends beyond just docking capabilities. Their intuitive mobile app and voice control integration make it easy to monitor and customize cleaning routines, ensuring a truly smart home experience tailored to your unique needs.

As the smart home industry continues to evolve, Dreame's innovative solutions, like their approach to the robotic vacuum docking problem, solidify their position as a leader in the field, revolutionizing the way we perceive and interact with our living spaces.

[qilingxiong]

*sniffles* you are all so fucking stupid

[tomwambsmilk]

fr tho @staff why are you trying to make tumblr more like other sites why are you destroying your niche in the market please there have got to be ways to make tumblr more accessible to new users without sacrificing the very things that your existing userbase loves

[ricketynotch2]

I wish Arknights did a better job of indicating which this are more endgame oriented, I got excited for both RA2 and Trials for Navigator only to realize I can barely access either of their content right now

[finsterkiibo]

i know you dont know me/dont remember me whatsoever but i followed you on insta and when i switched to tumblr about a year ago i felt bad that i couldnt find you here and now that youre here im so happy to have found you again :))))) i love how you draw kiibo and seeing him again filled me with such joy, keep on being awesome!

AWHHH READING THIS JUST PUT THE BIGGEST SMILE ON MY FACE THANK YOU SO MUCH!?!?!!! ;; always so so happy to share more kiibos across the internet AHHH i cant believe i hadn’t done it sooner!!! tumblr has been so welcoming to my clueless ass, i have no idea what I’m doing, and yet!!! it’s been so fun!! so glad to be able to share my art with you again!!!!

[freevoidman]

Principle 2 there is looking mighty funky staff. Tumblr has remained my favorite SM I’ve used because it doesn’t have an algorithm and I have to search for things I want to see. It forces me to interact with artists I normally don’t see, find posts that don’t get much attention, or find new interests along the way. Removing either of these features in favor of an algorithm would drastically decrease my enjoyment in the site.

If a “for you” equivalent has to be made, whether for stock purposes or meeting a quota or just because higher-ups have a whim you need to appease, for the love of everything, make it optional. Have it so users can opt out and not even have to engage with it. I do not use Twitter’s “for you”, I hate how other SMs cycle “popular” things to the top and don’t let me see or interact with what my mutuals or people I follow post.

Also don’t make it impossible to toggle it off for the love of god I hate that I cannot find the Tumblr Live kill switch easily don’t hide the damn option.

Tumblr’s Core Product Strategy

Here at Tumblr, we’ve been working hard on reorganizing how we work in a bid to gain more users. A larger user base means a more sustainable company, and means we get to stick around and do this thing with you all a bit longer. What follows is the strategy we're using to accomplish the goal of user growth. The @labs group has published a bit already, but this is bigger. We’re publishing it publicly for the first time, in an effort to work more transparently with all of you in the Tumblr community. This strategy provides guidance amid limited resources, allowing our teams to focus on specific key areas to ensure Tumblr’s future.

The Diagnosis

In order for Tumblr to grow, we need to fix the core experience that makes Tumblr a useful place for users. The underlying problem is that Tumblr is not easy to use. Historically, we have expected users to curate their feeds and lean into curating their experience. But this expectation introduces friction to the user experience and only serves a small portion of our audience. 

Tumblr’s competitive advantage lies in its unique content and vibrant communities. As the forerunner of internet culture, Tumblr encompasses a wide range of interests, such as entertainment, art, gaming, fandom, fashion, and music. People come to Tumblr to immerse themselves in this culture, making it essential for us to ensure a seamless connection between people and content. 

To guarantee Tumblr’s continued success, we’ve got to prioritize fostering that seamless connection between people and content. This involves attracting and retaining new users and creators, nurturing their growth, and encouraging frequent engagement with the platform.

Our Guiding Principles

To enhance Tumblr’s usability, we must address these core guiding principles.

Expand the ways new users can discover and sign up for Tumblr.

Provide high-quality content with every app launch.

Facilitate easier user participation in conversations.

Retain and grow our creator base.

Create patterns that encourage users to keep returning to Tumblr.

Improve the platform’s performance, stability, and quality.

Below is a deep dive into each of these principles.

Principle 1: Expand the ways new users can discover and sign up for Tumblr.

Tumblr has a “top of the funnel” issue in converting non-users into engaged logged-in users. We also have not invested in industry standard SEO practices to ensure a robust top of the funnel. The referral traffic that we do get from external sources is dispersed across different pages with inconsistent user experiences, which results in a missed opportunity to convert these users into regular Tumblr users. For example, users from search engines often land on pages within the blog network and blog view—where there isn’t much of a reason to sign up. 

We need to experiment with logged-out tumblr.com to ensure we are capturing the highest potential conversion rate for visitors into sign-ups and log-ins. We might want to explore showing the potential future user the full breadth of content that Tumblr has to offer on our logged-out pages. We want people to be able to easily understand the potential behind Tumblr without having to navigate multiple tabs and pages to figure it out. Our current logged-out explore page does very little to help users understand “what is Tumblr.” which is a missed opportunity to get people excited about joining the site.

Actions & Next Steps

Improving Tumblr’s search engine optimization (SEO) practices to be in line with industry standards.

Experiment with logged out tumblr.com to achieve the highest conversion rate for sign-ups and log-ins, explore ways for visitors to “get” Tumblr and entice them to sign up.

Principle 2: Provide high-quality content with every app launch.

We need to ensure the highest quality user experience by presenting fresh and relevant content tailored to the user’s diverse interests during each session. If the user has a bad content experience, the fault lies with the product.

The default position should always be that the user does not know how to navigate the application. Additionally, we need to ensure that when people search for content related to their interests, it is easily accessible without any confusing limitations or unexpected roadblocks in their journey.

Being a 15-year-old brand is tough because the brand carries the baggage of a person’s preconceived impressions of Tumblr. On average, a user only sees 25 posts per session, so the first 25 posts have to convey the value of Tumblr: it is a vibrant community with lots of untapped potential. We never want to leave the user believing that Tumblr is a place that is stale and not relevant. 

Actions & Next Steps

Deliver great content each time the app is opened.

Make it easier for users to understand where the vibrant communities on Tumblr are. 

Improve our algorithmic ranking capabilities across all feeds. 

Principle 3: Facilitate easier user participation in conversations.

Part of Tumblr’s charm lies in its capacity to showcase the evolution of conversations and the clever remarks found within reblog chains and replies. Engaging in these discussions should be enjoyable and effortless.

Unfortunately, the current way that conversations work on Tumblr across replies and reblogs is confusing for new users. The limitations around engaging with individual reblogs, replies only applying to the original post, and the inability to easily follow threaded conversations make it difficult for users to join the conversation.

Actions & Next Steps

Address the confusion within replies and reblogs.

Improve the conversational posting features around replies and reblogs. 

Allow engagements on individual replies and reblogs.

Make it easier for users to follow the various conversation paths within a reblog thread. 

Remove clutter in the conversation by collapsing reblog threads. 

Explore the feasibility of removing duplicate reblogs within a user’s Following feed. 

Principle 4: Retain and grow our creator base.

Creators are essential to the Tumblr community. However, we haven’t always had a consistent and coordinated effort around retaining, nurturing, and growing our creator base.  

Being a new creator on Tumblr can be intimidating, with a high likelihood of leaving or disappointment upon sharing creations without receiving engagement or feedback. We need to ensure that we have the expected creator tools and foster the rewarding feedback loops that keep creators around and enable them to thrive.

The lack of feedback stems from the outdated decision to only show content from followed blogs on the main dashboard feed (“Following”), perpetuating a cycle where popular blogs continue to gain more visibility at the expense of helping new creators. To address this, we need to prioritize supporting and nurturing the growth of new creators on the platform.

It is also imperative that creators, like everyone on Tumblr, feel safe and in control of their experience. Whether it be an ask from the community or engagement on a post, being successful on Tumblr should never feel like a punishing experience.

Actions & Next Steps

Get creators’ new content in front of people who are interested in it. 

Improve the feedback loop for creators, incentivizing them to continue posting.

Build mechanisms to protect creators from being spammed by notifications when they go viral.

Expand ways to co-create content, such as by adding the capability to embed Tumblr links in posts.

Principle 5: Create patterns that encourage users to keep returning to Tumblr.

Push notifications and emails are essential tools to increase user engagement, improve user retention, and facilitate content discovery. Our strategy of reaching out to you, the user, should be well-coordinated across product, commercial, and marketing teams.

Our messaging strategy needs to be personalized and adapt to a user’s shifting interests. Our messages should keep users in the know on the latest activity in their community, as well as keeping Tumblr top of mind as the place to go for witty takes and remixes of the latest shows and real-life events.  

Most importantly, our messages should be thoughtful and should never come across as spammy.  

Actions & Next Steps

Conduct an audit of our messaging strategy.

Address the issue of notifications getting too noisy; throttle, collapse or mute notifications where necessary.  

Identify opportunities for personalization within our email messages. 

Test what the right daily push notification limit is. 

Send emails when a user has push notifications switched off.

Principle 6: Performance, stability and quality.

The stability and performance of our mobile apps have declined. There is a large backlog of production issues, with more bugs created than resolved over the last 300 days. If this continues, roughly one new unresolved production issue will be created every two days. Apps and backend systems that work well and don't crash are the foundation of a great Tumblr experience. Improving performance, stability, and quality will help us achieve sustainable operations for Tumblr.

Improve performance and stability: deliver crash-free, responsive, and fast-loading apps on Android, iOS, and web.

Improve quality: deliver the highest quality Tumblr experience to our users. 

Move faster: provide APIs and services to unblock core product initiatives and launch new features coming out of Labs.

Conclusion

Our mission has always been to empower the world’s creators. We are wholly committed to ensuring Tumblr evolves in a way that supports our current users while improving areas that attract new creators, artists, and users. You deserve a digital home that works for you. You deserve the best tools and features to connect with your communities on a platform that prioritizes the easy discoverability of high-quality content. This is an invigorating time for Tumblr, and we couldn’t be more excited about our current strategy.

[rubynautilus]

Reposting a rant about deviantart for posterity

I swear that the site is desperately trying to get rid of me.

Do you want to know the latest change that's ruining my experience the second it has been implemented?

Previously, if you went to a user's gallery you had the option to see all of their public art from newest onwards in the "All" section. But now? Except for some exceptions, their "All" gallery is replaced by a "Recommended for you" one. Making it impossible to see their latest publications unless the user manually uploads them in order.

Do I need to explain how utterly bothersome (and straight up harmful for the artists) it is to not be able to browse their galleries?

A "Recommended for you" feed makes sense on the site's main paige or even in the "Home" tab of a user's profile if it MUST be there. But in the open gallery?

Let's just say that I'm glad that there's alternatives to deviantart (here's a few: alternativeto.net/software/dev...). Because That place is slowly becoming one of those online stores that have replaced their feeds for spam listings. *cough*amazon*cough*

[judyrandolph7614]

Dreame Wall Cleaner: Revolutionizing Smart Home Cleaning

In the ever-evolving world of smart home technology, Dreame has emerged as a pioneering brand, offering innovative solutions for effortless cleaning. One of their standout products is the Dreame Wall Cleaner, a revolutionary device that promises to transform the way we approach wall cleaning.

With its sleek and ergonomic design, the Dreame Wall Cleaner seamlessly integrates into any modern household, combining cutting-edge technology with user-friendly features. This intelligent cleaning companion utilizes advanced sensors and mapping algorithms to navigate your walls with precision, ensuring a thorough and efficient cleaning experience.

The Dreame Wall Cleaner is equipped with powerful suction and specialized brushes, capable of dislodging even the most stubborn dirt and grime from your walls. Its intelligent navigation system allows it to navigate around obstacles, ensuring every inch of your walls is cleaned to perfection.

But what truly sets the Dreame Wall Cleaner apart is its smart connectivity. Through the intuitive mobile app, you can easily schedule cleaning sessions, monitor its progress, and even customize cleaning preferences from the convenience of your smartphone or voice assistant.

With its innovative design, powerful cleaning capabilities, and seamless smart home integration, the Dreame Wall Cleaner is poised to revolutionize the way we approach wall cleaning, making it a must-have addition to any modern, tech-savvy household.

[kaaya149]

Navigating the Instagram Algorithm

As digital marketing professionals, we must grasp the Instagram algorithm despite its changing conditions. The Instagram Algorithm determines the content displayed on the platform and the sequence in which posts are shown to users. The Instagram Algorithm has undergone significant changes throughout the years, playing a role in guiding brands and influencers on how they should plan their content to increase engagement and visibility.

[mehmetyildizmelbourne-blog]

Why Creating a New Account on Medium Was an Absolute Waste of Time for Me

How Disappointment and Frustration Led to Empowerment and an Emerging Perspective on Writing Success for Aspiring Writers Inspiration I know this story’s title might surprise some of my loyal readers. My writing rarely carries such a stark, somber tone. But sometimes, sharing hard truths is the most constructive and caring thing one can do for collective consciousness.  Though it may seem…

[sturnellaneglecta]

Pinterest is such an interesting platform. that along with tumblr is one i hope never becomes unusable or defunct. i'll click on a random image and ppl will be having the most deranged convo in the comments, its like picking up a rock and seeing the pillbugs scurry around

[duplexide]

Say what you will about 4chan, but it was one of the only major sites left on the internet that didn't involve navigating some kind of pervasive "algorithm".

Its uncensored, anonymous structure also allowed news, leaks, and pirated media to circulate without risk of being taken down. The internet has once again become a smaller, more corporatized space.

4CHAN IS BACK!! DISREGUARD MY NOW-OBSOLETE MELODRAMA

[veunho]

Checking out my old fandom spaces and OH BOY how did any of us survive

[soliddarrity]

i notice youtube got significantly more obnoxious this week....

[8pxl]

BEGINNERS GUIDE TO BLUESKY

Hiya! Curious about joining bluesky but intimidated by all the features? Already on bluesky but want to learn more? Then welcome to my quick guide on getting started and navigating bluesky!~

What is Bluesky?

it’s a social media site that’s owned by no single person or company. it's aim is to bring back the early days of twitter before bots, elon musk or algorithms took over. Personally I find the site really cozy, wholesome, and engaging. my Bluesky account for example

What’s unique about Bluesky?

→ CUSTOMIZATION: ‎‎‎‎‎‎‎‎your timeline is very easy to control. There’s tons of options, so be sure to go through each tab in your settings. some options include: turning off autoplay, changing the order in which threaded replies show, changing DM settings, content preferences and lots of visual app settings.

→ MODERATION LISTS: human made, mass blocklists. These are public lists of accounts that when you subscribe to you automatically block or mute everyone in that specific blocklist. A great way to avoid unwanted content, and interactions. ✦ Moderation lists I recommend will be below the cut

→ STARTER PACKS: recommendation lists on who to follow, made by users. You can even curate your own starter pack of recommendations! ✦ Starter pack recommendations will be below the cut

→ FEEDS: public timelines, basically. There are a lot of feeds you can join, or you can even create your own. I made a feed featuring just my pixel art so it doesn’t get cluttered with text posts or other photos in my media tab. ✦ I’ll post feeds I recommend below and link you to a tutorial on how to create your own feed

→ BLOCKING/MUTING: bluesky has a great blocking system. When you block someone they can no longer see, or interact with you. They also have a feature to make your blog inaccessible unless logged in. you can also mute specific people, delete post replies, and even detach your post from a reblog. You can also mute specific words, phrases, tags etc.

→ NSFW: bluesky allows NSFW content, including artwork, porn, lewds etc. They also have a great moderation page to avoid the content completely, censor the content, or show it if you’d wish. ✦ just go to settings > moderation > toggle on NSFW settings and it’ll let you heavily moderate.

→ LABELS: this is a really cool feature on the site, you can subscribe to certain pages that enable a lot of fun/useful labels that help you in different ways! (like pronoun tags, artist tags etc) ✦ Labels to browse will be posted below

→ COMMUNITIES: the vastly diverse communities really feel like the best parts of tumblr. since you can so heavily curate your experience, it can really feel like a calming oasis. Mine is mostly artists, and other creatives.

there’s also a large community of professional artists, art directors, authors, celebrities, and even the best shitposters from twitter. the app really is what you make of it but it’s thriving right now.

RECOMMENDATIONS & LINKS BELOW ⬎

→ MODERATION LISTS:

HATE SPEECH: NAZIS | MAGA | MAGAv2 | MAGAv3 | TRANSPHOBES & HOMOPHOBES | FAR RIGHT | FAR RIGHTv2 | FAR RIGHTv3 | ELON MUSK FANBOYS | ANTI-BLACK | ANTI-VAX

NFT/AI/CRYPTO: MASTERLIST | AI/NFT | AI/NFTv2 | AI FANBOYS | CRYPTO | NFTs

SPAM/SCAMMERS: SPAMBOTS | BOTS | CONTENT SCRAPERS | CONTENT FARMING

✦ to block or mute everyone in the blocklist at once, click subscribe in the top right corner:

→ STARTER PACKS:

ART: PIXEL ART | PIXEL ARTv2 | WOMEN OF PIXEL ART | BADASS DIGITAL ARTISTS | MAGIC THE GATHERING ARTIST | PAINTERS OF BLUESKY | INDIE COMIC CREATORS | LGBTQIA+ COMIC CREATORS | WEBCOMICS ULTIMATE COLLECTION

GENERAL: WOMEN OF BSKY | AUTHORS | LGBTQ NEWS

SHITPOSTERS: JUNIPER | JUNIPERv2 | MASTERLIST | SCIENCE SHITPOSTERS

✦ for more niche starter packs, use the search function. search your specific interest and ‘starter pack’ and you’ll find some!

→ FEEDS:

DISCOVER | WHATS TRENDING | MENTIONS | ART | TRENDING ART

THE GRAM: a timeline for exclusively image posts from those you follow. no textposts etc. ONLYPOST: similar to the gram, it shows a timeline of only those you follow. no reposts, just original posts. 📌: a way to bookmark posts. just reply with the pin emoji.

✦ there’s tons of others feeds as well! just use the feed tab and you can browse feeds or search for specific ones.

✦ TUTORIAL ON HOW TO CREATE A CUSTOM FEED FOR YOUR ART/POSTS

→ LABELS:

SKYWATCH: most popular label. Lots of useful labels!

AI Labels: identifies AI users, can also enable hiding the posters.

Pronouns: self explanatory but useful. can add a badge with your pronouns!

✦ you can search for additional label bots on bluesky!

OTHER RECOMMENDATIONS:

✦ EXPIRIENCE ENHANCING TOOLS RECS ✦ CLEARSKY: TRACK BLOCKS AND BLOCKLISTS ✦ SKYFEED: CREATE CUSTOM FEEDS EASILY ✦ use the block function often. do not entertain trolls or hate speech. ✦ as well as starter packs, there’s also lists! lists can be used in the same way to create curated lists of accounts. it’s a good way to keep track of specific genres of posters you’re interested in, and finding new ones! ✦ hashtags: use them! they’re beneficial in boosting your post. you can even link hashtags in your bio making you easier to find. another method of making you more visible is if you post an ‘interest’ post! basically just type things you’re interested in and it’ll help people find you / vice versa ! ✦ update your profile first thing, like bio avi etc. make a small post so people know you're real. interact and engage! the communities there are so welcoming!

I think that covers abt everything i wanted to cover! Hope this was helpful and thanks for reading lol