... strict markdown schema (like a CLAUDE.md or similar instruction file) to tell the LLM how to summarize and map the data. Let the AI build a flat, interlinked wiki overnight with directional backlinks (e.g., Supports [[Topic A]] or Contradicts [[Topic

... seeing with ai as far as infrastructure are a false indication of the true cost because it is all primitive tech. We are seeing the Hit & Miss engine of ai basically. all that process power and ram storage is because the companies are brute forcing a solution, rushing to market, wasting absurd amounts of energy and cpu time to make it look good and usable so someone will subscribe. long story short, you are right that using ai data ... ... excersize, help children with learning disabilities to get up to speed, set up daily plannings, do groceries not everything has to be online and hooked up to heavy AI. Big data and the internet of things have been topics

... Records conversation history and user preferences per persona Emote Learning : Tracks preferred emotes and animations based on user feedback Relationship Metrics : Calculates rapport, familiarity, and trust scores over time Favorite Topics : Automatically identifies and remembers user's favorite conversation topics

... know how that data will be used, stored, or shared Now compare that with how companies like Apple handle this. When you call their support: They explicitly tell you the call is being recorded They control the storage and usage of that data And importantly, they don t allow you to record freely. If you insist on recording, they can refuse service. Clear ownership and consent structure. But in B2B calls today? None of that exists. Anyone can: Record Transcribe ... ... 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

... medium, blogs, twitter threads etc stack: mobile: expo (react native), nativewind for styling, revenuecat for subs - backend: fastapi + postgres, deployed on hetzner via coolify - tts: inworld ai (primary), openai tts as fallback - storage: icloud drive via react-native-cloud-storage

... attend a full-time language school. I lived with a family that spoke only Spanish. Immersing really works for me. Unfortunately, I haven't used it since then and forgot most of it. Comment from Tetiana(@tetianai): Great topic! Work goals: Make MultiDrive a top-3 solution in this field Build partnerships with other vendors Personal goals: Earn an Amazon certification Continue learning French and Polish Spend more time with my family and support them Comment from Tetiana(@tetianai): @busmark ... ... nika): @paul_van_der_meer  Having my fingers crossed for your growth! :) Comment from Nika(@busmark_w_nika): @rashiaroraofficial  The same problem here :D also, I should remove some stuff from my Gmail cause I hit the storage

... Captures It receives conversations between your users and your AI via an OpenAI-compatible chat completions API. 2. Extracts It uses LLM analysis to extract structured traits (like expertise level, tone preference, interests) and important memories (events, milestones, recurring topics) from those interactions, and associates them with a user profile. 3. Injects For every future request tagged with the same profile ID, it injects a system message that includes a short profile summary, typed traits, and a small ... ... read the code, run it on your own infrastructure, and audit the entire data flow. 2. Self-hosting as a first-class option GetProfile is meant to be deployed in your environment: Lightweight proxy built with Hono Persistent storage

... while trying to cover more generalistic topics? I think that people can expand their knowledge to all directions :) Comment from Cam McMaster(@cam_mcmaster1): And as a kid i hustled my bum off to build some assets, learn how to handle money & develop some battle wounds (plus some literal battle wounds - we grew up rough lol) Had kids young so I setup 2 fairly boring businesses that could be largely automated (self storage

... great platforms out there. However, when mapping out the customer value chain, I noticed something. Consider this example: a typical professional might rely on Superhuman for email, Slack for team communication, Notion for tasks, Dropbox for files and storage, LinkedIn Sales Navigator for prospecting, Zoom for meetings, Calendly for scheduling, Apollo or Salesloft or Outreach for outreach, HubSpot or Salesforce for CRM, and Crunchbase for data and as a media distribution channel. It s an incredibly fragmented environment. Now imagine ... ... overcomplicate it" you got the point :) Comment from Mahmudul Hasan Manik(@mhmanik02): Insightful post, just launched our product today, may be you can enjoy our comment: https://www.producthunt.com/prod... Comment from Ju Chuang Ark(@partick_support): Thanks, Nika! This topic

... cross-platform, multimodal agent that sees , hears , thinks , speaks , and acts on your machine. Free & open source. A deterministic, AI-powered timeline intelligence engine that assembles precise, interactive 2D and 3D timelines to explore the journey of any topic, idea, product, or movement over time, grounded in real-world sources. Comment from Sean Howell(@howell4change): A waitlist feature with https://www.producthunt.com/prod... I had used lovable to make a landing page before but solar let me throw in some ... ... mine was speakeasy an ios app that converts article urls into audio so u can listen while commuting or doing dishes stack: expo + react native for mobile, fastapi backend, inworld tts (with openai as fallback), icloud for storage

... free, focused utility that stays right where you need it. What PeekNote does: Always on top your notes are always visible Multiple tabs organize text snippets by topic (API, UI, formulas, etc.) Resizable editor stretch it as you like for longer notes Clipboard support paste directly from your browser or IDE Local storage

... Idea discovery right on the dashboard based on video topics you've already generated! Never run out of video ideas! 2. AI thumbnail generator! Now, you can type in any topic

... make automation as simple as chatting no flowcharts or complex UIs, just natural conversation. Multi-step tasks: Yes, it handles them well. You can ask it to do things like search Google for recent articles on a topic, summarize the key points, then save it to a Google Doc and it chains those steps together intelligently. It keeps context as you go, so you can build up tasks naturally in conversation. Rule-based vs learning: Right now it s mostly ... ... preferences across sessions. Best tasks today: It s strongest with web search, content summarization, creating and editing Google Docs, sending emails, and similar structured workflows. We re adding support for more tools over time think project management, cloud storage

... easiest possible way to get there. Projects are limited to a total size of 100GB for all files but each file can be up to 512MB. File search tool pricing: $2.50 per 1K queries and file storage at $0.10/GB/day. First GB is free. What did I miss? What do you think? What can we build now with these tools that we couldn't yesterday? How does this impact other startups? Comment from Leah Madden - AMA Capital/Finance/GTM(@leah_madden ... ... bummer because it's possible that we'll end up with the same SEO spam in AI as with web? Comment from Chris Messina(@chrismessina): @steveb is the forum or the launch the better place to discuss these topics

... more opening 17 browser tabs or piecing together solutions from five different answers from 2011. The Student Writing a Paper at 2 AM Jamie has 500 words of a 2,000-word paper due in six hours. The topic? The Socioeconomic Implications of Modernist Literature. Jamie hasn t read a single book on the syllabus. Select notes Double-tap Shift Help me develop this into a coherent argument with textual evidence Is it academic dishonesty? Maybe. Is it a lifesaver ... ... before distribution, ensuring it meets strict security standards. Local-First Approach : Your data primarily stays on your device. We don t store your prompts, contexts, or generated responses on our servers, all is saved locally on device. Secure Credential Storage