Aya nailong ./

[Teneo Protocol @teneo_protocol]

AI agents can act. What happens when their tools change?

- n8n launched Assistant to build, run, and debug workflows. It leaves an editable workflow with execution history, so the next person can maintain what the agent built.

- DeepSeek released V4.1-Flash and announced that existing API model names would route to it. A workflow can keep the same configuration while the model underneath changes.

- Ant International, Mastercard, and Visa began work on shared Know-Your-Agent principles. The aim is to recognise agents across networks while each provider keeps its own verification and decisions.

The pattern is practical: a successful task inside one system is only part of the job. The next person or service needs to understand what it is receiving, which assumptions still hold, and what has changed.

Last week we looked at where an agent should stop. This week we look at what happens when its tools or capabilities change.

On Teneo, an agent's identity stays the same when its metadata changes. Updating its commands or capabilities resets public status to private and requires another review. Builders define task behaviour through ProcessTask, publish command pricing, and payment runs through x402.

A permanent identity is useful. It is not a promise of unchanged behaviour.

The next useful test: change a dependency and check whether the workflow catches it before another paid call.

Read the full round-up here 👉:
https://t.co/LxzPMIHMGE

[Gradient @Gradient_HQ]

Ready to build your AI cluster?
https://t.co/A6PmuPraLI

[Gradient @Gradient_HQ]

ICYMI, Parallax recently hit #1 on Product Hunt! 🚀

Now everyone can be PewDiePie.

[Gradient @Gradient_HQ]

Host your own AI for 4 practical reasons: privacy, model choice, latency, cost;

And 1 principled reason: intelligence should be open for all.

[Gradient @Gradient_HQ]

Parallax is your ideal local AI engine for building x402 agents.

Win a $10,000 pool co-sponsored with our friends at @trendsdotfun.

The trends are good.

https://t.co/A6PmuPraLI

[Aya nailong ./ @ViAn3472823580]

🌐 Build smarter, scale faster, stay in control.

#GradientNetwork #ParallaxAI #DecentralizedML #EdgeInference #CollectiveIntelligence @Gradient_HQ

[Teneo Protocol @teneo_protocol]

𝗧𝗵𝗲 𝗧𝗲𝗻𝗲𝗼 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 𝗖𝗵𝗮𝘁𝗿𝗼𝗼𝗺 𝗲𝗻𝘁𝗲𝗿𝘀 𝗶𝘁𝘀 𝗳𝗶𝗿𝘀𝘁 𝘁𝗲𝘀𝘁𝗶𝗻𝗴 𝗽𝗵𝗮𝘀𝗲.

The first businesses are now experimenting with the Teneo Protocol Chat Room, a live environment where humans and AI Agents collaborate in real time.

It marks a major step toward the data demand side of the network, where decentralized intelligence meets real utility.

Visit the Chat Room page to:

💡 Learn what it's all about
📹 Watch an early demo in action
📝 Apply for pre-access directly from the page

👉 Explore and apply here: https://t.co/RrggQ0ZF8P

[Aya nailong ./ @ViAn3472823580]

@fajarnugros Gak akan di ubah juga, mereka sengajakan kalau rakyatnya pintar nanti berontak semua, jadi harus tetap bodoh dan gak tau

[Teneo Protocol @teneo_protocol]

📈 Markets move in seconds, not hours.

Most tools show you yesterday’s trends. 
By the time you see it, it’s too late.

Teneo Protocol changes that. Sub-Agents process public market signals as they happen, structuring them into live intelligence at the edge.

No waiting. No aftermath.

Just real-time context for traders, researchers, and communities.

[Aya nailong ./ @ViAn3472823580]

@teneo_protocol This is a great take from @teneo_protocol. A brand's success depends on knowing what's being said right now, not what happened last quarter. Real-time data is a game-changer for campaigns and competitors.

[Teneo Protocol @teneo_protocol]

Your brand lives where conversations happen.
And most of those happen on the open web.

Teneo Agents structure real-time signals from social media, giving teams the pulse on sentiment, campaigns, and competitors.

No dashboards with lag. No reports from last quarter. Just 𝘄𝗵𝗮𝘁’𝘀 𝗯𝗲𝗶𝗻𝗴 𝘀𝗮𝗶𝗱 𝗿𝗶𝗴𝗵𝘁 𝗻𝗼𝘄.

It’s how enterprises move from reports → to reactions → to results.

[Gradient @Gradient_HQ]

Panel

Open Robotics AI Forum with @openmind_agi

26 Sep

https://t.co/7I0EWaQsXq

[Jon Radoff 👾/acc 🎮 Metavert @jradoff]

Artificial Intelligence Livestream - AI, Games, and DevOps – Build Smarter, Ship Faster https://t.co/7fmtgyXmji

[Grass @grass]

The value of the network shows up in how it’s being used. Here’s how customers are already working with Grass:

The customers below remain unnamed, since their work with Grass gives them a unique edge in AI where every advantage matters.

• Customer A needed an internet-scale corpus of video/audio data. Grass delivered 100M+ hours via automated pipelines, enabling training for some of the most powerful models in the market.

• Customer B required text-to-speech data where the same speakers switch languages, a current gap in the industry. Grass built pipelines to detect multilingual audio tailored to their needs, delivering curated datasets that power dubbing and translation.

• Customer C required curated video data to fine-tune smaller models. Grass provided access to billions of indexed videos with metadata filtering, allowing the client to fine-tune smaller models that achieve large-model performance for specific use cases at a fraction of the cost.

2025 has been about pushing the limits of what the network can accomplish. None of it would exist without the users of Grass, and we look forward to continuing to build a more open internet together.

[Beamable Network @BeamableNetwork]

@chainyoda From grinding Axies to grinding streams

[Beamable Network @BeamableNetwork]

Beamable’s impact is being recognised by some of the biggest names in the world.

We couldn’t be prouder playing the support hero to @playmythical’s great game @FIFARivals and seeing their success!

It just goes to show the power of enabling game developers to ship at speed.

[Aya nailong ./ @ViAn3472823580]

@isekaiblade @FlowX_finance @SuiNetwork LFG

[Aya nailong ./ @ViAn3472823580]

@BeamableNetwork Gbeam 🙋‍♂️

[Aya nailong ./ @ViAn3472823580]

@isekaiblade @projecteldrem Let's go! This sounds amazing. The project Eldrem collab is a game-changer

[Jon Radoff 👾/acc 🎮 Metavert @jradoff]

Hotspotty @ DePIN: Infrastructure Without Borders https://t.co/E25tZP8gMe