⚒️ How to build an AI agent with persistent memory?
Watch @Shawmakesmagic building an agent from scratch with @elizaOS & showing how external, queryable memory based on @origin_trail gives agents context and extends their memory beyond a single session.
02:15 – Set up your first agent
08:55 – Initializing runtime & memory foundations
12:50 – Wiring message handling & agent memory
24:45 – Persistent conversational memory in action
38:00 – Extending agents with plugins
From national platforms to European sports federations, trust is what enables AI to scale.
Luigi, an AI agent powered by the @origin_trail DKG, enables secure cross-border data coordination for European Gymnastics on the road to LA 2028. 🤸
When data origins are unclear, trust becomes a core challenge in AI today.
Transparency and authenticity play a central role, as Charles Ivie, former Senior Graph Architect at @awscloud, explains. 🤝
AI that isn't trustworthy and verifiable from the ground up won’t scale.
In 2026, ROI comes from AI systems built with verifiable provenance, audit trails, and accountability by design – not bolted on later.
We mapped the shift in our latest report – 🔗 in reply!
“We’ve solved the model, but we have not solved the data at all.”
@Shawmakesmagic, creator of @elizaOS, on why AI progress depends less on models – and more on scientific rigor and trusted data.
Safety without surveillance.
@ChrisRynning on why @umanitek Guardian, powered by the @origin_trail DKG, enables trust and safety without sacrificing privacy.
🔒 Ranked 9th in @Grayscale’s latest report, @origin_trail advances the mission of scaling trust in the age of AI through privacy-preserving infrastructure.
Last week, @CNN covered Guardian – and the industrial-scale account impersonation crisis we’re built to solve.
Our advisor @LaurieSegall joined CNN to discuss what’s coming in 2026: a world where nobody knows what’s real anymore.
Read more ↯
https://t.co/6b07uH09DV
According to a @Harvard_Law study, only 14% of CFOs report measurable AI ROI to date, while 66% expect significant impact within two years.
These 5 trends show what AI needs to turn expectations into profit - starting with trust.
See full report - 🔗 in reply!
After years of experimentation, business leaders are entering 2026 with a clear mandate: make AI investments pay off in a way that stakeholders can trust.
Here are 5 trends to drive AI ROI in 2026, starting with the fundamentals: build trust, and the ROI will follow! ⤵️
🎇Join us for the “On TRAC(k) to 2026” special episode as founders @TomazOT, @BranaRakic, and @DrevZiga unpack the key forces shaping the next OriginTrail Chapter.
Hosted by @TriniZone, this episode dives deep into the breakthroughs, vision, and upgrades powering our ecosystem.
Umanitek joins forces with @LunarCrush to tackle the rise of fake accounts & impersonation across social media.
By combining LunarCrush’s real-time social intelligence with @umanitek Guardian Agent, the partnership aims to protect users from identity misuse at internet scale – without centralizing personal data.
More: https://t.co/offdpN4isR
ANNOUNCEMENT: Azerbaijan’s Ministry of Youth and Sports, its Sports Academy, and OriginTrail join forces to launch a trusted AI platform for national sports data, following the presidential decree on AI.
The initiative will begin by digitizing and categorizing every registered athlete, mapping national sports infrastructure, and powering the Ministry’s AzerFit program.
It will lay a secure, interoperable data foundation for the entire sports ecosystem, enabling advanced AI analytics that nurture mass participation in sports and create optimal conditions for Azerbaijani athletes to excel on the world stage.
The platform will run on OriginTrail DKG to provide verifiable information provenance and AI reliability, and—once deployed—will be wholly owned and managed by the Ministry.
Dr. Elnur E. Mammadov of the Ministry of Youth and Sports of the Republic of Azerbaijan showcased the platform at DKGcon in Ljubljana, Slovenia, earlier in December.
This marks a significant step in upholding trustworthy AI in government sectors, with OriginTrail playing a key role in ensuring it.
New Chapter, new website!
Where others isolate, we connect.
Where others compete, we collaborate. 🤝
To build a repository of human knowledge, humans must contribute to it.
What a week! The third edition of @origin_trail DKGcon 2025 took place in Ljubljana last week, and none of it would have been possible without this incredible team.
THANK YOU🫶