the @aiDotEngineer World Fair always one of the best events every year to talk to builders at the frontier of Research, Agents, Evals, Systems, etc A few weeks ago I gave a talk on - Continually Improving Agents - building Agents to understand data from other Agents - & a walkthrough of some of our latest work on data agents & post-training experiments some fun takes: - Every Continual Learning company will be an Observability & Eval company (and vice versa) - Environments & Evals are the currency of agent improvement. Agents are literally following the behaviors encoded in Evals. The best way to make good evals is mining Production data at scale - A good recipe to own your intelligence is using a Harness Eng - PostTrain - Harness sandwich with open models - Model-Harness-Task fit! There is no universal model or universal harness. You can always build a better agent system by optimizing the model and harness for a given task if your team is looking to understand your data at scale, build environment/evals, or just improve your agents - reach out, hmu would love to work with you! 🚀

🚀 ADOG Is Here to Stay. $ADOG is not a short-term play—it’s a project built with a long-term vision. Every day, we’re growing a stronger community, expanding our reach, and laying the foundation for what’s ahead. The continued development of the $ASTER ecosystem—including daily $ASTER buybacks and ongoing token burns—shows that the ecosystem behind $ADOG is focused on sustainable growth and long-term value. As the ecosystem grows stronger, it creates an even stronger foundation for $ADOG to thrive. This is the time to stay united. 🐶 Buy with confidence. 💎 Hold with conviction. 📢 Keep spreading the word. 🤝 Invite more people into the community. Together, we can build $ADOG into something truly remarkable. The journey is still in its early stages, and the biggest opportunities are ahead of us. Believe in the vision. Trust the process. Keep building together. 🚀 #ADOG# #ASTER# #BNBChain# #Web3# #Crypto# #BuildTogether#

🐶🚀#ADOG# | MORNING COMMUNITY UPDATE Good morning, #ADOG# community. We’re not just starting another day — we’re setting the tone. As part of the #ASTER# ecosystem and built on #BNB# Chain, #ADOG# is moving with purpose, power, and a long-term vision that doesn’t flinch. This is a new era for #ADOG#. No noise, just execution: build harder, grow stronger, move smarter. 💎Strong communities don’t fade — they compound. 🔥Winners don’t rush — they stay consistent. 🚀We’re not early or late… we’re right on time for what’s coming. Respect to every holder and supporter riding this journey. #ADOG# is locked in. The run continues. 🐶🚀 Stay sharp. Stay patient. Stay dominant. #ADOG# #ASTER# #BNBChain# #Web3# #Crypto#@Adog_bsc 🐶🔝🔝🔝🔝🔝🚀🚀🚀

🐶🚀 #ADOG# × #ASTER# | OFFICIAL COMMUNITY UPDATE 🚀🐶 To all #ADOG# community members, holders, and supporters: We know everyone has been looking forward to the latest updates from #ADOG#. Today, we want to let you know: #ADOG# is still building, and a new phase of development is gradually unfolding. 🔥 🌟 As one of the larger projects within the #ASTER# ecosystem, #ADOG# continues to grow and expand its community presence and influence. ⚒️ 【PROJECT DEVELOPMENT】 Work behind the scenes is still moving forward. We are preparing for the next stage of #ADOG’s# development, strengthening the foundation step by step and steadily pushing the project forward. 👥 【COMMUNITY BUILDING】 The community is the heart and strength of #ADOG#. We are continuously attracting more real users, increasing community activity, and building a stronger, more united, and more engaged #ADOG# community. 📣 【MARKETING & EXPOSURE】 We are continuously working to increase #ADOG’s# market exposure, helping more people discover ADOG, learn about the project, and follow our development. 🚀 【WHAT’S NEXT?】 Moving forward, we will continue to focus on: 🔥 Community Growth 📣 Market Exposure 💎 Project Development 🌟 ASTER Ecosystem Growth The #ADOG# story is far from over. We will not stop building. We will not stop moving forward. 🐶 #ADOG# × #ASTER# Building Together · Growing Together · Moving Toward a Bigger Future Together 🚀💎 Thank you to everyone who has continued to support #ADOG#. Stay tuned. More updates are coming soon. 🔥 #ADOG# #ASTER# #BNBChain# #Web3# #Crypto#

Just arrived at @aiDotEngineer and got my headshot taken at the @AnthropicAI booth! In case you can't make it, he's how that feels hahah! Keep a follow I'll be documenting my @aiDotEngineer journey till the live ThursdAI pod live from the floor here!