in ai, memory is a moat with social, relevant network size correlated with value for the user (network is a moat). with ai, every relevant memory extracted from user interactions increases the product value for the user. true or false?
STARTUPS
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Upstage AI launches Solar Pro 2 reasoning model at competitive pricing
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Super happy to see #solarpro2 is positioned among the top models in artificial analysis. Check it out at chat.upstage.ai. Artificial Analysis (@ArtificialAnlys) 🇰🇷 South Korean AI Lab Upstage AI has just launched their first reasoning model – Solar Pro 2! The 31B parameter model demonstrates impressive performance for its size, with intelligence approaching Claude 4 Sonnet in 'Thinking' mode and is priced very competitively Key details: ➤ Hybrid reasoning: The model offers optionality between 'reasoning' mode and standard non-reasoning mode ➤ Korean-language ability & Sovereign AI: Based in Korea, Upstage announced superior performance in Korean language evaluations. This release aligns with countries' interests to develop sovereign AI capabilities ➤ Pricing: Competitively priced at $0.5/1M tokens (input & output), significantly cheaper than comparable models including Claude 4 Sonnet Thinking ($3/$15/M input/output tokens) and Magistral Small ($0.5/$1.5/M input/output tokens) ➤ Proprietary: @upstageai has not released the model weights, though they have open-sourced previous Solar Pro models. Whether they will release Solar Pro 2's weights remains unclear as it wasn't mentioned in their announcement — https://nitter.net/ArtificialAnlys/status/1945961441888231709#m
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Pre-seed investors avoid obvious ideas for competitive advantage
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appreciate how you put this! i’ve been saying we avoid obvious ideas for the last few months, for this exact reason (we do pre-seed so probably even more true than at seed).
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Cognition Labs Windsurf Strategy Praised by Community
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gotta admit my regard for @cognition_labs has gone up a lot based on how they've handled this windsurf thing. genius play.
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Partnership to Democratize Local AI Access for Everyone
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hyped to partner with Ramin and his team at @liquidai to bring powerful local AI access to even more people
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AI Call Agent Handles Tasks for You
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Meet Pine AI: Your AI-powered personal call agent.
— God of Prompt (@godofprompt) 17 juillet 2025
It sounds like a real human, makes actual phone calls, and handles tasks for you.
→ Cancels subscriptions
→ Asks for refunds
→ Files complaints
→ Negotiates bills
Try it here: https://t.co/tLphqu23Ff pic.twitter.com/JO7uT7xDTPMeet Pine AI: Your AI-powered personal call agent. It sounds like a real human, makes actual phone calls, and handles tasks for you. → Cancels subscriptions
→ Asks for refunds
→ Files complaints
→ Negotiates bills Try it here: https://
cutt.ly/ErQ5AdNP -
India AI Innovation Challenge: 30 Shortlisted Transformative Solutions
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The India AI Innovation Challenge – Meet the shortlisted solutions!
— IndiaAI (@OfficialINDIAai) 17 juillet 2025
Launched under the India AI Application Development Initiative, the contest has shortlisted 30 transformative AI solutions across key themes:
•Healthcare
•Agriculture
•Climate Change
•Governance
•Assistive… pic.twitter.com/k1mywgBdgfThe India AI Innovation Challenge – Meet the shortlisted solutions! Launched under the India AI Application Development Initiative, the contest has shortlisted 30 transformative AI solutions across key themes:
•Healthcare
•Agriculture
•Climate Change
•Governance
•Assistive -
Rork Agent Margins Improve With Mobile App Launch
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This basically becomes a forcing function for Rork to become the best agent in the space. The better the agent gets, the better their margins get 🙂 Plus they launched a lot of other cool stuff, including a mobile app that builds mobile apps! Scroll the thread to see.
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Rork launches free AI agent error correction standard
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Rork is the first agent to implement a new standard: when your AI agent makes a mistake, it's free to fix it!
— Matt Shumer (@mattshumer_) 17 juillet 2025
This is really powerful for two reasons:
1. Users worry less about wasting $ on failed outputs
2. Rork now has an insane incentive to improve their agent! https://t.co/Keurdkb7qzRork is the first agent to implement a new standard: when your AI agent makes a mistake, it's free to fix it! This is really powerful for two reasons: 1. Users worry less about wasting $ on failed outputs
2. Rork now has an insane incentive to improve their agent! -
Claude’s AI Onboarding Tool Success
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Tested this with a SaaS onboarding tool. Claude gave me messaging, a cold email sequence and a LinkedIn plan in one pass.