... calculate the accuracy and recall metrics. Not easy, facts can have different expressions, the implementation of score needs skills. Then, the third layer is how to organize the facts. I focus on the metrics of the topic clusterings. I don't label too much data because it is not an easy job. What about you? Comment from Yaoshen Luo(@lyshen): @shivi_sharma02  To be honest, my current setup is far from good: I use standard embedding similarity ... ... cases. That might help reduce both token cost and annotator fatigue. I m still exploring this space myself, but your fact-first evaluation approach is genuinely interesting. :) Comment from Yaoshen Luo(@lyshen): @shivi_sharma6  It reminds me a TV

... prospect insisted on video even after I said no, that's when I drew my boundary and politely ended the call. I grew up on the internet. I do have a strong public presence (Google Knowledge Panel, newspapers, TV, media sites, YouTube, social media), so I'm not worried about AI misuse personally. What I wanted to highlight was the "zoom fatigue" is real, it's the exhaustion from too much video conferencing, hitting with drained energy and severe symptoms ... ... capture without disclosure is a fast way to break trust permanently, even if the intent is benign. So yes, I'd stay but you'd hear about it. Comment from Olia Nemirovski(@olia_nemirovski): This is such a nuanced topic

... find new outlets. That said, it would probably hurt the Pinterest user base because how could you trust an AI company to keep content on the platform human generated? Comment from Marco Di Cesare(@marco_di_cesare): Interesting topic. I can see the strategic move for OpenAI around data and intent. But Pinterest value has always been its human curation layer. If it gets diluted, the asset itself weakens. Curious to hear what other thinks ... ... from Nika(@busmark_w_nika): @tinyorgtech  Pinterest will be buried. Maybe. Comment from Nika(@busmark_w_nika): @ruxandra_mazilu  But the sad part is, that even IG started being flooded by AI garbage. Ads, organic content, even TV

... Praise appreciate your interest. Replied by email Looking forward to continuing the conversation. Comment from Carlos Owusu(@carlos_owusu): I am a recently new coder (2yrs+) but have 20+ experience in master control room software in the broadcast industry (TV, radio and print media). Also very well versed in Adobe Premiere, After Effects and the Creative Studio suite. Conversant with React/Node JS/Cursor/Antigravity/VSCode and Supabase/Firebase. I am looking for a remote part-time position where I can help a team startup ... ... global software firms like Zoho and Animaker, I began an exciting journey in freelancing. These days I mostly write or ghostwrite, I also have hands-on experience with SEO research. That means I can do keyword research, create topic

... there is a movie. Will add it to the list :) TY! Comment from Nika(@busmark_w_nika): @teldridgeldn  Okay, I need to watch it online because our TV doesn't offer such a program Comment from Nika(@busmark_w_nika): @ankur_jaiswal5  Men who built America this sounds like topic

... right direction. Comment from Ansh Deb(@ansh_deb): Yeah I see this a lot. My niece won't eat properly seated in a single place, unless you play her favorite tv show on the phone or TV

... pratice and this is more helpful. There are some platforms that allows to talk online with people with different culture, languages. Comment from Peilan Qin(@peilan_qin): @busmark_w_nika  I m learning Japanese and Korean. For complex topics, I turn on the captions. If there are no captions and I can t understand, I use Google Translate to transcribe and translate the audio! When I don t get something, I watch it a few more times, check ... ... beginning to understand the structure better. For me Babbel or something similar is a good baseline. I also briefly tried Langua and Memrise which may be worth exploring too. However immersion is really helpful, whether watching tv

... Take back control YouTube has become a place where you can find basically any type of content. For many people it has pretty much replaced TV. Yet in finding content we are pretty much completely limited by whatever the algorithm decides to feed us. IMDB for YouTube In order to combat this I am working on a review platform for the site. Think IMDB but for YouTube. Have you ever binged a YouTuber s videos and wished you could easily ... ... want to write one. Searching the database The main functionality of the site, is that you can search the database looking for channels that best fit the style-configuration that you are looking for. So you: [optional] Select the topics

... This is very abstract. I think that Influencer marketing is about creating some brand awareness/to impressing someone. It is like having a product on TV. You cannot measure directly whether people purchased it because of that commercial on TV

... about how they experienced and navigated familiar hurdles or made choices that paid off in interesting and not always immediate ways. "Disrupting the Dress Code with FIGS Heather Hasson" (Confessions of a Female Founder with Meghan) was like a TV episode, with the ups and downs and battles, etc. and ultimately was a business course in entrepreneurship. I wanted to go buy scrubs from them myself. Comment from Aleksandar Blazhev(@byalexai): @busmark_w_nika  Oh yes, artists are also ... ... social media existed! And still managed to shine brilliantly! Comment from Rusha Sen(@rushasen): @busmark_w_nika  They all have a flair for storytelling and share poignant anecdotes that resonate with viewers. Comment from Aleksandar Blazhev(@byalexai): Awesome topic

... case breakdowns, and onboarding flows. The real conversions started coming in when we slowed down and told better, longer stories. One thing we re testing now: pairing a 60-sec reel with a 5-min explainer on the same topic, and tracking which journey converts better. Too early to conclude, but early signals favor the long-form. Curious if you ve seen any retention lift with long-form too? Comment from Katrin Faust(@katrin_faust): I still prefer short form ... ... better to make a detailed video. Comment from Nika(@busmark_w_nika): It is true. Once I read paper/report by TikTok they noticed how longer duration of Short videos started performing better. + People started watching YouTube videos on their TV

... definitely worth it! Comment from Rade Joksimovic(@whoisrade): Great question, @busmark_w_nika . Funnily enough, I actually sold my startup at 21 and, for a minute, thought I was done. I spent two years traveling, ended up on national TV like ten times, on magazine covers, mentored a bunch of other startups all the success checklist stuff. Here s the punchline: It didn t take long to realize not doing anything, not building or learning, was actually way harder than ... ... Comment from Igor Lysenko(@ixord): @busmark_w_nika  That's true, but I believe there are people who are trying to move in the direction of business Comment from Igor Lysenko(@ixord): Nika, you bring up very interesting topics

... this happen lol. Comment from Olga Cherepanova(@olgacherepanova): @busmark_w_nika Yes, news apps could replace newspapers and TV for seniors, though they may not adapt to digital devices easily. Building trust is essential, and they ll likely need a human assistant to help them learn how to use the apps) Comment from Nika(@busmark_w_nika): @natalia_eiriz  HOT topic

... Firebase are the best choice for every app because that s what the AI keeps suggesting. Take encryption for example. AI might give you one line of code and call it a day. But encryption is a deep topic. It takes time to understand and there are many important considerations when building secure apps. I won t go too deep into the technical side right now. But here are a few things I d recommend: Talk to a developer friend ... ... notes. If you want to see a great example, watch Jeffrey Way s videos on Vue or HTML/CSS where he explains actions before writing a single line of code. Also, if you haven t already, watch the Silicon Valley TV

... would love some feedback! https://www.producthunt.com/prod... Comment from Aleksandar Blazhev(@byalexai): Great topic, Dan! One thing I think most social media users don t realize is that making money from social media isn t really about the platform itself. The key is to offer a product or service outside of social media, while using social media as a tool your "TV

... would only be taxed when exiting a company (not like salary or other madness thats currently happening in many countries) imho there should be a group starting a project on deferring EXIT taxes in Europe - it's a bigger topic that we can't cover w/ eu-inc Comment from Andreas Klinger(@andreasklinger): @euinc_petition  based on proposal we provided there is no need for notaries we believe notaries fulfill a lot of useful services to founders - reading ... ... ensuring the process is proportionate, practical, and doesn t put founders off starting something new. Comment from CricFy Hd(@cricfy_hd): Thanks for sharing this blog and you may also live cricket match, free Streaming free in CricFy tv

... find solutions that respect and protect the rights of artists while embracing the innovative potential of AI. Looking forward to hearing more thoughts on this topic and working towards a fairer system for all creators. Comment from David Edwards(@everlite1knight): @dima_isakov I've been working as a professional concept artist in film and TV