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).
@yoheinakajima
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Graphiti AI Memory Graphs Gains Traction with FalkorDB Integration
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looks like graphiti by @zep_ai is getting some love in the AI memory space, with their temporary aware knowledge graphs (14k stars) now faster with @falkordb integration!
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ChatGPT Agent Mode: Browser Control and Deep Research Capabilities
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from what I can tell, ChatGPT agent mode = browser control (operator) + tool use* + web search + code interpreter** in a deep research type loop. *tool use has been available in deep research for a bit, but limited to read (i believe), and if I had to guess, it would stay that
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OpenAI Credit Card Rewards Program Speculation
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next thing you know, you have an openai credit card and get tokens as rewards
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AI Revenue Optimization Challenges and Market Pressures
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agreed. challenge is if/when they start optimizing for this revenue stream
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OpenAI Adds Checkout to ChatGPT, Takes Sales Commission Cut
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openai is looking to add checkout into chatgpt, and take a cut of sales curious to see how this will work, and whether it will still list products that don't offer this affiliate back – even though sam said they won't take money to change placement
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Voice AI Agent Clones Speaking Style and Personality
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seems like it didn't just clone my voice, but my speaking style, and even used the content of the audio to define the "personality" of the voice agent
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Hume AI Voice Cloning Tool Enables Realistic Self-Replication
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i just tested @hume_ai's upcoming voice cloning tool
— Yohei (@yoheinakajima) 16 juillet 2025
uploaded a ~40 sec audio of myself reading a blog posts to test, and it sounds like i'm talking to myself! pic.twitter.com/99FfR6HaAci just tested @hume_ai
's upcoming voice cloning tool uploaded a ~40 sec audio of myself reading a blog posts to test, and it sounds like i'm talking to myself! -
Multi-Agent System Architecture in AI Design
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While I thought of this as a single agent myself, I’ve had a lot of people tell me they saw this as a multi-agent system (task agent, execution agents, etc), and some multi-agent systems were initially a simplified version of this architecture. But I get what you’re saying so
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AI-Era Hiring: Testing Creativity Over Technical Skills
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Hiring questions should assume the candidate is using AI, and test for taste and creativity: 1) How would you bake a cake whose flavor collapses into chocolate only when observed? 2) Specify building codes for skyscrapers on a moon with intermittent gravity outages. 3) Craft a