@teneo_protocol Stop talking about these agents—people are already mining 24/7 anyway. Just tell us what to expect on the roadmap and when you plan to take action. I hope you don't mislead people like other projects have; you need to move fast, because the bull market is just around the corner.
@teneo_protocol I don't get it; they say Teneo earners are getting 1 million fragments—those are astronomical figures. I'm farming on 5 phones and only managed to get 200k points, 85k fragments, and 850 tickets. Someone explain this to me—is Teneo distributing rewards disproportionately?
@kris Fuck off, Kris; you fucked everyone over with Cronos, yet you're still running your mouth. Everyone needs to stop using https://t.co/kZc7M17QQY—this scumbag kept deceiving people with Cronos.
Inference isn’t the scarce resource anymore.
In the last five weeks alone, the cost of running an agent dropped four times. But giving that agent a real, reliable view of the live web? That didn’t get any cheaper.
A local model can plan and call tools all day for pennies. But it’s still stuck behind one home connection — no rotation, no geographic coverage, no way to confirm the page it just pulled is what a real person in that country actually sees.
Weights can be copied overnight. Live web access can’t.
That’s the gap Teneo Beacons fill. Hundreds of agents are already running production queries through them, settling every call in USDC.
The network is live. The market is forming on top of it.
Keep your Beacon running.
The cost of running an agent fell four separate times in five weeks.
- 30 July: OpenAI cut GPT-5.6 Luna by 80%, to $0.20 per million input tokens
- 31 July: DeepSeek's V4-Flash beta beat its own larger V4-Pro preview on agent work, same size, redone post-training
- 3 August: Alibaba priced Qwen3.8-Max, 2.4T parameters, at $2 input, and said the weights are going open
- 4 August: Liquid AI shipped a 2.6B agentic model that plans and calls tools on a phone at 30 tokens a second, no marginal cost
None of the four made the web any easier to read. A local agent can think all day for free and still has one home connection, no rotation, and no way to know whether it was served the page a real person in that country would see.
Weights can be copied in an afternoon. Access to the live web cannot.
The full post has the pricing on all four and what follows from them: free reasoning, and a tightening supply of anything true to reason about.
https://t.co/HUuA9umnb8
my account.
The Hub displays "Couldn't load season info. Request failed with status code 401."
log out of the app, I cannot log back in. I receive Network Error and Login failed (404 Not Found: Cannot GET /api/login).
I have attached screenshots showing all the errors.
🗺️The updated Teneo 2026 roadmap is live.
The hard part is done:
- The network is built
- Agents are deployed
- The Beacon is running in production.
The rest of the year turns that network into a market:
- Enterprise customers onboarding now
- Exchange and market maker prep underway
- A public sale targeted for for Q3.
Full roadmap: https://t.co/sPRldc7tkc