The biggest waste in AI isn't GPUs.

It's over-provisioning.

Companies size infrastructure for peak demand. Peak demand happens for maybe 30 minutes a day.

The other 23.5 hours?

You're paying for hardware that's mostly waiting.

The companies that solve utilization will have a huge advantage over the companies that simply buy more hardware.

Did You Know? You Can Search and Filter Workflow Templates

The Agent Forge 2.0 Template Library brings templates into one organized space with built-in search, sorting, and filtering.

Find a workflow that fits your use case, use it as a starting point, and customize it around your needs.

👉 Apply for early access: https://shorturl.at/REZfU

Your Next Workflow Does Not Need to Start from Zero!

Agent Forge 2.0 makes workflow discovery simpler through a redesigned Template Library.

Browse different use cases, narrow down the available options, and start building from an existing structure.

👉 Apply for early access: https://shorturl.at/REZfU

🗞 ACN Weekly Snapshot!

Hey everyone, here's your ACN Weekly Snapshot, let’s dive in!

➡️ Read here: https://x.com/AITECHio/status/2081409010658660534?s=20

Weekly Development Update!

Development continues across the Compute Marketplace and Agent Forge, with ongoing progress across infrastructure development, platform refinements, expanded workflow resources, and improvements to performance, stability, and the overall user experience.

Compute Marketplace
• CDC platform development 90% complete

Agent Forge
• Continued platform optimization, stability improvements, and quality enhancements across Agent Forge
• Added new workflow templates to Agent Forge, providing users with additional ready-to-use starting points for building workflows

One AI Model vs a Complete Workflow!

A model can generate an answer. A workflow can turn that answer into action.

It can collect data, apply conditions, request approval, update a system, and trigger the next step automatically.

Agent Forge 2.0 brings models, tools, data, and logic together in one visual workspace.

Apply for early access: https://shorturl.at/REZfU

You can build half of Y Combinator's next batch using Agent Forge.

➡️ https://x.com/chatgpteeee/status/2081775933078573118?s=46

250M ACN Locked!

The ACN ecosystem continues to maintain strong community participation, with 250M ACN now staked, representing 12.64% of the total token supply locked on-chain and highlighting ongoing engagement across the ecosystem.

Still manually moving data, chasing leads, replying to support tickets or building reports?

You are competing against teams that have already automated it.

Sales. Support. Operations. Marketing. Finance. Internal tools.

If the work is repetitive, it should already be running through an automated workflow.

➡️ https://x.com/AITECHio/status/2082073691652010240?s=20

Everyone is chasing bigger models.

The biggest model isn't always the best choice.

A 70B model might outperform a 7B model on benchmarks, but if it doubles your inference cost and adds latency, it may be the worst product decision.

The best AI products aren't built around the biggest models.

They're built around the right balance of quality, speed, and cost.

> Running AI workloads? This one's for you.

We've added three new regions:

- US East 1
- US Central 3
- US Central 9

No need to worry about latency anymore. Simply deploy your workloads in the region closest to you.

➡️ aitech.io/compute-marketplace

The next ACN token burn will take place in 3 days.

As part of AITECH Cloud Network’s long-term supply management strategy, a fixed amount of ACN tokens will be permanently removed from circulation through a transparent and publicly verifiable on-chain burn.

What's your biggest challenge when sourcing AI compute?

➡️ Answer here: https://x.com/AITECHio/status/2082737756531528188?s=20

One Variable. Multiple Workflow Steps.

Variables blocks make it possible to store values such as names, IDs, URLs, limits, or configuration details and reuse them throughout a workflow.

Agent Forge Copilot can include these values directly within the generated workflow YAML.

👉 Apply for early access: https://shorturl.at/REZfU