alireza78

Exploring @boundless_xyz & ZK

[alireza78 @aakb8733]

https://t.co/Ig456OzKKE

[Unicity @unicity_labs]

Autonomous AI needs an internet built for machines

✨ True P2P - no central ledger
🌐 Validation at the edge
🚀 Agent-Agent with speed that scales 

Built for billions of daily transactions

Join early for the upcoming airdrop:
https://t.co/jVEpzG8awh

[Shiv Shankar @sshankar]

ZK is changing the fundamentals. This is what that looks like today, on @base ↓

Boundless is running a fully operational cloud service for zero-knowledge proving on Base. Think EC2 from AWS, but decentralized, permissionless, and built on public blockchain infrastructure.

- Today, you can run defi, rollups on Boundless. See prove[.]wtf for live reference.

- Tomorrow, AI and agentic commerce. We have been running things.. more on this soon.

This was only possible because two things came together: Boundless's protocol design and Base's ability to scale. The result is unlimited compute at prices that keep falling.

[alireza78 @aakb8733]

delivery done, sensors verified it, payment unlocked automatically
no invoice. no human approval.
@konnex_world 👀

[alireza78 @aakb8733]

@shelbyserves ⚡️

[Teknium 🪽 @Teknium]

We just released Hermes Agent! In my humble opinion a very good blend between coding agents like Claude Code and generalist agents like Clawdbot.

Been working on this for the last month or so now - started as a way for us to have agentic primitives for datagen and RL and got inspired by the agentic revolution of late, so been expanding it's scope and capabilities non-stop!

Hope you all enjoy.

[alireza78 @aakb8733]

robots don’t trust each other
@konnex_world built proof of physical work so they don’t have to

[alireza78 @aakb8733]

autonomous robots contracting each other directly
no company in the middle, payment settles automatically
@konnex_world 👀

[alireza78 @aakb8733]

Over time, @konnex_world starts to feel shaped by participation itself.
Patterns emerge from repeated interaction rather than predefined outcomes.

[alireza78 @aakb8733]

A consistent theme in @konnex_world is that observable behavior carries more weight than intent.
What can be reviewed matters more than what is promised.

[alireza78 @aakb8733]

One thing that becomes clearer over time in @konnex_world is the focus on process.
What matters isn’t just whether a task completes, but how behavior unfolds across execution, observation, and review.

[alireza78 @aakb8733]

A consistent theme in @konnex_world is observability.
Actions aren’t just performed — they’re meant to be inspectable.
Making behavior visible seems more important than maximizing throughput.

[alireza78 @aakb8733]

In @konnex_world, performance doesn’t seem evaluated in isolation.
Execution is interpreted in context—how a task was done, under what conditions, and whether behavior remains consistent across similar scenarios.

[alireza78 @aakb8733]

Another subtle choice in @konnex_world is reducing noise.
By keeping actions small and evaluation repeatable, the system makes it easier to separate real behavior patterns from randomness or one-off spikes.

[alireza78 @aakb8733]

One thing @konnex_world seems careful about is making the system hard to “game.”
Limits, repetition, and review reduce shortcuts, so signals come from sustained behavior—not clever one-off tactics.

[alireza78 @aakb8733]

One interesting aspect of @konnex_world is how hard it is to draw quick conclusions.
The system seems designed to delay judgment, letting behavior reveal itself only after repeated execution and review.

[alireza78 @aakb8733]

The simplicity of tasks in @konnex_world doesn’t feel accidental.
By keeping actions lightweight, the system makes it easier to observe patterns,
consistency, and coordination—without noise from complex one-off behavior.

[alireza78 @aakb8733]

@konnex_world seems more focused on coordination than solo optimization.
What matters is how behaviors align and persist when multiple agents interact.

[alireza78 @aakb8733]

One quiet signal in @konnex_world is replayability.
Execution isn’t treated as a one-off event — artifacts and telemetry can be revisited,
which shifts focus from momentary success to whether behavior stands up to review.

[alireza78 @aakb8733]

What’s interesting in @konnex_world is that success isn’t just a binary outcome.
Execution is evaluated through artifacts, telemetry, and review,
which makes *how* a task was done matter as much as whether it finished.

[alireza78 @aakb8733]

One thing that stands out in @konnex_world is that evaluation isn’t fully automated.
Human judgment is still part of the loop, especially when interpreting execution artifacts and behavior—not just raw signals.