x402 just hit Etherlink. Before that, Cloudflare MCP servers. Before that, V2 with sessionbased auth and multi-chain support The ecosystem map keeps growing. The integrations keep shipping. And yet , $28k in daily volume. Most of it testing That’s not a knock. Every infra layer looks like a ghost town before the demand arrives. The question is whether AI agents generating real economic activity show up before builder fatigue does The protocol is ready. Waiting on the agents now…

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Good morning and happy Saturday, Hana family 🌞 A new Saturday means a new opportunity With @HanaNetwork we’re not just completing tasks we’re learning and growing together. Do something good for yourself today and leave a small mark on the ecosystem. 🌱The Hidden Layer of @HanaNetwork SessionBased Engagement Most people see Hana as a quest based interaction system. But here’s something almost no one talks about: Hana also tracks session behavior. 💡 It’s not just about completing tasks it’s about how long you stay, how you navigate, and how often you return. This means Hana doesn’t only reward those who "do," but also those who genuinely engage and learn. In future airdrops or reward models, this subtle system might become a key differentiator. No one’s really talking about this yet but for those paying attention, Hana’s algorithm is clearly designed to value quality over quantity...

Really interesting research on the reproducibility track of #RecSys2022 on #sessionbased and #sequential recsys (1) A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation A. Petrov, C. Macdonald (Univ. of Glasgow) @asash @craig_macdonald

The "Session-based hotel recommendation dataset" by Trivago has been released. This a rich and large-scale dataset with various types of user interactions: bit.ly/2OcguVm (link inside the paper) @trivago @JensAdamczak @peter_knees #sessionbased, #hotel #recsyschallenge

"Session-Based Hotel Recommendations Dataset" by @JensAdamczak, myself, @peter_knees, farshad et al. has been accepted at ACM TIST. #dataset #hotel #tourism #recommendation #sessionbased #trivago

Let's start some #TwitterTechTalk If you understand the difference between #SessionBased, #PathBased and #PacketBased #SDWAN reply to this tweet and share your perspective. To help I have included a link to a recent #Infographic courtesy of @Talari bit.ly/2qZjYP6

I'm excited to be sharing the latest stuff I've been doing with mindmapping software & sessionbased test mgmnt at testengineeringalliance.com/…