In the age of group chats and social platforms, conversations move fast. Valuable ideas can easily get lost in a flood of messages. Conoted’s vision is to capture every idea – “all your posts automatically become notes; communicate, no idea can be lost”. To help users keep up, Conoted proposes a daily “Gazette”: a newspaper-style digest of the day’s discussions. An AI-powered bot (using ChatGPT or similar) would collect a full day of messages across chats, condense them into a concise summary, and present it as a structured note. This solves message overload by distilling the most important points into one readable summary.

The Challenge of Information Overload

  • Message Flood: Large group chats (especially on Telegram or other platforms) can generate hundreds or thousands of messages per day. It’s easy to miss key points and get overwhelmed. Users often feel FOMO (fear of missing out) and see countless unread messages.

  • Cross-Platform Discussion: Today, discussions about a topic may happen in multiple channels – e.g. different Telegram groups, Slack, forums, or social media. Tracking them separately is time-consuming.

  • Need for Synthesis: Users want the essence of a day’s conversation without scrolling endlessly. A focused summary highlights what really matters.

Conoted’s solution is a daily summary bot that tackles these issues head-on. By using AI to analyze every message, it turns chaos into clarity. As one developer described, such a bot “collects messages from the last 24 hours to provide a brief summary of the conversation”. In Conoted’s model, this summary becomes the main “article” in the feed, so the full message logs don’t clutter the system.

How It Works: From Chat to Gazette

  1. Message Collection: Each day (for example, at a set time like 5:00 PM), the bot gathers all messages from the past 24 hours in the chosen channels or chats.

  2. Engagement Analysis: The bot checks which messages had the most interaction – for example, likes, reactions, comments, or forwards. By measuring these engagement signals, it identifies the posts that captured the group’s attention. (Telegram’s latest Bot API even allows bots to receive reaction updates.)

  3. AI Summarization: Next, the collected messages are fed into ChatGPT. The AI model condenses them into a coherent summary, highlighting key points, decisions, news, or questions that came up. It may produce a few paragraphs or bullet points covering each major topic.

  4. Gazette Assembly: The summary is then posted to Conoted (or the chat) as a daily digest. Think of it like the front page of a newspaper: major themes get their own section. For example, a tech chat might have sections titled “New Features Discussed,” “Questions & Answers,” “Announcements,” etc. Each section contains the gist of related discussions.

  5. Citing Originals (Optional): The summary can include links or references to the original messages for context. (Some summary bots automatically add links so you can click through to the full thread.)

  6. Storage and Cleanup: In Conoted’s workflow, instead of saving every raw message, only the summary (as a new note) is stored. The original messages can be archived or removed to keep the feed clean. The idea is that the important information lives on in the Gazette note, without cluttering the timeline with repetitive chatter.

  • Example Workflows: A Telegram bot could handle steps 1–4 autonomously. Conoted’s own server or app might simply display the resulting digest. Alternatively, Conoted could integrate a similar summarization service internally. In either case, the goal is the same: use AI to sift the noise and surface the signals.

Prioritizing Key Content with Engagement Metrics

A big advantage of this system is focusing on what people cared about. Not all messages are equally interesting. By tracking reactions and replies, the bot can weigh each message’s importance:

  • Reactions: Thumbs-up, hearts, or emoji reactions indicate popular comments. Telegram’s API now supports message reactions, so a bot can listen for these updates.

  • Replies and Comments: A message with many replies or a long comment thread is likely a hot topic. The bot notes threads that sparked discussion.

  • Reposts/Forwards: If a message was reposted or forwarded by several users, it probably contained valuable info.

By ranking messages this way, the summary will highlight the standout posts of the day. For instance, if one member asked an important question and it got 15 answers, that Q&A would be included. Conoted even envisions spotlighting “experts” – users who consistently add value. In fact, Conoted’s platform already plans to “automatically rank users who have been useful on a particular topic”. The Gazette could note which members provided key insights, effectively giving credit to knowledgeable contributors.

The Multi-Platform Gazette

Conoted’s vision goes beyond a single chat. It could aggregate discussions from multiple channels or platforms into one unified Gazette. This means you could have a daily digest that draws from all your Telegram groups, Slack channels, forums, or social media feeds on a subject, and presents a comprehensive overview.

  • Unified Digest: All posts from different platforms are combined, then sorted into thematic sections. For example, a Science Gazette might merge relevant posts from a Telegram group, a Discord channel, and a Facebook community, then organize them under topics like “New Research,” “Live Debates,” and “Community Questions.”

  • Separate Editions: Alternatively, Conoted could produce a separate Gazette for each platform (e.g., Telegram Gazette, Discord Gazette), then link them by topic or expert. Each edition would stand on its own but cross-references could point readers to related discussions elsewhere.

  • Removing Duplication: Once a message is summarized and included in the Gazette, Conoted can filter it out of the live feed to avoid redundancy. This keeps the main timeline focused and prevents old messages from cluttering the view.

In both approaches, the result is like reading a newspaper instead of a long chat log. Posts are grouped by theme, so it’s easy to scan headlines and find sections that interest you. This “Gazette model” mimics a news outlet: major announcements become front-page news, technical discussions might be in the Science & Tech section, casual banter in Community, and so on.

Topic-Based Organization

To make the Gazette even more user-friendly, Conoted would employ topic organization and tagging:

  • Automatic Tagging: As messages come in, Conoted’s AI can generate tags or links between notes. When summarizing, it groups related tags and sections.

  • Readable Layout: Each daily issue might start with top headlines (e.g. “Important Updates: …”), followed by sections for ongoing threads or project updates.

  • Expert Annotations: If a recognized expert answered a question or made a key comment, the summary could highlight it (e.g. “Dr. Smith explained the new feature XYZ”). This reinforces Conoted’s goal to connect notes with people.

Implementation on Telegram vs. Conoted

One practical consideration is where to run the summarization. Two main options are:

  1. Telegram Bot: A bot within Telegram collects the messages and runs the summary. This is convenient because the bot can use Telegram’s APIs directly to fetch the daily logs, reactions, and replies. It then posts the Gazette summary back to the group or forwards it to Conoted.

  2. Conoted Side: Alternatively, Conoted could pull messages from connected chats via API or webhooks, then perform the summarization on its servers. The user suggested that doing it on the Telegram side “might even be more convenient.” Either way, the summarized note eventually lives in Conoted.

Either approach ensures that not every message has to be manually entered into Conoted. Instead, only the distilled summary (and relevant highlights) is saved. This greatly reduces clutter and storage needs. The emphasis remains on quality over quantity.

Benefits of the Conoted Gazette

  • Efficiency: Users save time by reading one concise digest instead of hundreds of messages.

  • Focus: The community only needs to review the summary to catch up – no scrolling through irrelevant chatter.

  • Insight: By emphasizing engaged content and expert contributions, the Gazette surfaces the most valuable knowledge.

  • Organization: Converting daily chats into structured notes prevents information from slipping through the cracks. As Conoted’s slogan promises, it ensures “no idea can be lost”.

  • Cross-Community Learning: By merging discussions from various platforms, users get a broader perspective and can discover insights from related communities they might otherwise miss.

In summary, the Conoted Gazette uses ChatGPT to turn daily conversations into a newspaper-style summary. It filters noise, highlights important messages (backed by engagement metrics), and organizes content by topic. This transforms the way we review group discussions: instead of being overwhelmed by endless chat logs, we get a clear, curated overview of the day’s insights – all with minimal effort on the reader’s part.