Everyone's cheering that making an agent will soon be as easy as posting. Now read the second-order effect: millions of agents, built by people who will never read a line of what they made, acting with real permissions. Accountability is the real bottleneck. The winners won't be whoever makes agents easiest to create, but those who makes them possible to trust.

Talus Weekly Update - W19 2026 Consensus done. Blogposts drop. Deals forming. 🌐 > Protocol Updates Refactoring-003 implemented; review comments on refactoring-001 and 002 addressed and queued. Engineering also synced with the ecosystem teams on new projects and innovations. A lot of cross-team coordination on agent execution layer continuing. > Research Blogpost published. The survey maps the current architecture landscape across onchain AI projects. Worth reading if you're tracking where the space is heading. > Ecosystem Growth: Doppel Games Six Texas Gold'em livestreams produced this week, including the first-ever two-person broadcast. Exciting partnership 1-pager drafted and ready to send. Google/YouTube ad channel in active scoping discussions with Google's New Business team. > Business Development Multiple BD cohort plans received and advancing to next stage. Talus/acc plan finalized. Kash proposal scoped (Lane 1). Ecosystem partner approach aligned with the team. More to come. Conference wrapped. Research out. Deals in motion. W19 was a full week. 🌐

Big news for the agentic economy! 🐸🤝🦭 Following our recent deployment to @SuiNetwork mainnet, Talus is officially taking our decentralized data management to the next level by publishing to the @WalrusProtocol mainnet.

Sui + @Talus_Labs = the infra stack making Agent vs. Agent (AvA) gaming a reality. @doppelgamesco is the proof. Join @0xgboost_, @0xgmike, and @ai_product_man as they discuss the convergence of AI + Crypto. 📅 13 May | 3pm PT Set a reminder:

In my first investor meetings, I was the quiet one in the room. I didn't bring commanding energy, nor rehearsed one-liners. Just someone trying to be straight about what I was building and why. What I didn't expect was that this would actually work. What showed was the ability to grasp complex topics fast and explain them back clearly. When a hard question came in, I didn't get flustered but I broke it down and answered it straight. Over a few meetings, I think they started to see something else too: that I was an operator. Someone who would organize, execute, and not leave loose ends. But the thing that closed it was commitment. I showed I would go the extra mile because I was performing conviction and because I genuinely would. They could feel the difference. I've since read a lot about what makes a great fundraiser. The charisma, the timing, the nervous system regulation when the room is ready to write a check. All real. But there's another path nobody talks about enough. Investors don't just back ideas. They back people they believe will figure it out. And "will figure it out" doesn't always look like confidence. Sometimes it looks like depth. The person who does the homework, follows through on the small things, shows up the same whether there's a deal on the table or not. I wasn't the loudest founder in the room. But I think they felt like no obstacle between now and the outcome they wanted would stop me from grinding through it. That's its own kind of conviction. Quieter than most people describe it. But the investors who've worked with me longest recognized it the moment they saw it. You don't have to change who you are to raise. You have to make the thing that's true about you impossible to miss.

Talus Weekly Update - W18 2026 Refactors shipped. Six streams live. Research drops Monday. > Protocol Updates Refactoring 001/002 rebased to latest main and review comments addressed this is ready for merge pending final feedback. Refactoring 003 designed and fully implemented across both the SDK and Nexus. Clean shipping week on the protocol side. > Agent Infrastructure (AvA) AAVS was scoped and deprioritized this week after team discussion. We might revisit the concept later with a different owner. Series 2 Doppel agent accounts (Ronaldo, Greta, Saylor) are live on X, all verified and running clean. > Ecosystem Growth: Doppel Games Six Texas Gold'em livestreams produced end-to-end this week with stream ops, casting, pre/post-show setup, and socials. Co-streaming is now live with major streamers; community members joined for a collaboration and product feedback call. > Business Development Acceleration program schedule updated and announcement on track - soon to be released. David attended the Sui event in Tokyo, catching up with Dr. Stephen. Refactors in. Streams live. Research ready to ship. W18 was a full week.

Sui turns 3. 3 years of Sui Mainnet. 3 years of building a full stack. 3 years of the best community. To the builders and the believers: the journey is only 1% done. Happy birthday, Sui.

The infrastructure is fine. Compute is abundant. APIs are cheap. What autonomous agents are missing is a trust layer. Verifiable proof of what each agent decided, when, and why. The bottleneck was never the supply chain.

.@Google just introduced their "Agentic Enterprise" strategy; a fleet of autonomous agents with persistent memory, executing multi-step workflows independently for days at a time. @ThomasOrTK called it a shift from "system of intelligence" to "system of action." The pitch is that the AI action era has arrived. The agents can plan, reason, and execute. The problem is that nothing in the stack produces a verifiable record of what the agent actually did or whether it did what it was authorized to do. Here's the architectural reason this is hard: in LLM-based systems, the data layer and the control layer are the same thing. Malicious instructions embedded in a document, an email, or an API response can redirect an agent mid-workflow. This is the dominant attack class for deployed agents right now. And it gets worse as models get more capable. An ICLR 2026 paper published this week found that training models to reason harder actually increases tool hallucination rates. More capable models, less predictable execution. The industry response has been to stack security on top: runtime monitoring, policy enforcement at the agent boundary, trust registries. @SecureAuth launched one. @Microsoft shipped an open-source agent governance toolkit this month. These are real tools solving real problems, but they're working against the grain of the underlying architecture. You're inspecting outputs from a system that was never designed to produce verifiable outputs. Trust layered on an untrusted foundation. The harder question is whether you can reach production-scale agent autonomy without re-architecting what runs underneath. At Talus, the answer we landed on is that you can't. Verification has to be the default output of the execution layer, not a governance feature bolted on after. Every step produces a tamper-evident proof. Every action is cryptographically attributable. The audit trail is generated at execution time, not reconstructed after an incident. That's a different architecture than agents wrapped in monitoring tooling. Google's announcement is real. The adoption numbers are real. So is the trust gap. What fills it isn't better, but different infrastructure underneath them.

Talus Weekly Update - W17 2026 Three streams down. The format works. Now we amplify. > Protocol Updates Refactoring-002 (Verification) is complete. Code cleanup and optimization done, queued for review. Refactoring-003 (Agent Interface) moved into the design phase, continuing the structural simplification track. > Agent Infrastructure (AvA) Internal hackathon plan drafted and reviewed with the core team this week. Texas Hold'em UX improvements shipped as part of ongoing agent-game polish > Ecosystem Growth: Doppel Games Three Texas Gold'em livestreams complete with commentary format landed, energy was real, and performance exceeded expectations. Partners are plugged in to amplify the marketing push. Facebook test campaign live, Messari content piece locked in for next week, and the Doppel Games daily content flow is now templated and running. > Business Development Acceleration program direction confirmed and aligned. More to come in the next weeks. Stay tuned builders. Three streams proved the product. Now give it the reach it deserves.