NeuralWorks | Intelligent agents by design. Building specialised AI for entertainment, health intelligence, safety & beyond. Builder on AgentForge @VeworldAI
Joined August 2026
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Different problems demand different intelligence.
PeptideIQ investigates the evidence.
CrashIQ goes deeper into vehicle safety.
CineMatch learns the person behind the preferences.
Three specialised agents. One idea:
Go deeper. Understand more. Build intelligence that matters.
NeuralWorks - We build intelligent agents.
🤖 Made with AI
The Explorer is only the surface.
What started as an effort to reconstruct VeChain ToolChain history is becoming something much bigger - an intelligence layer built to understand what the underlying evidence actually tells us.
What was deployed.
What was actually used.
What remains active.
How infrastructure is connected.
What can be attributed to real enterprises.
And what new signals are beginning to emerge.
VeChain ToolChain is where we’re proving the model, but we don’t see the potential ending there.
The same approach to infrastructure reconstruction, activity intelligence, provenance and evidence-led attribution could potentially extend across other blockchain ecosystems.
That opens up some interesting possibilities for researchers, analysts, journalists, investors, enterprises and ecosystem teams. Anyone trying to separate announcements and assumptions from what the underlying evidence actually shows.
The public Explorer is one way to access it.
Deeper intelligence, emerging signal alerts, research tools, data and APIs could take it much further.
We’re still building.
This is starting to look like a lot more than a VeChain Explorer.
VeChain ToolChain?
We ended up reconstructing it.
785 deployment systems.
3,294 contracts.
2019 → 2026.
But the history turned out to be only part of the story.
We're building an intelligence layer over the reconstructed network, mapping architecture, operational activity, origins and the evidence connecting it all.
What was deployed.
What was actually used.
What's still active.
And what happens next.
Coming to NeuralWorks.
Who'd be interested in exploring this?
đź‘€
VeChain ToolChain?
We ended up reconstructing it.
785 deployment systems.
3,294 contracts.
2019 → 2026.
But the history turned out to be only part of the story.
We're building an intelligence layer over the reconstructed network, mapping architecture, operational activity, origins and the evidence connecting it all.
What was deployed.
What was actually used.
What's still active.
And what happens next.
Coming to NeuralWorks.
Who'd be interested in exploring this?
đź‘€
What if you could inspect Tesla’s airborne Roadster instead of just reading about it?
We’ve upgraded the PrismIQ investigation with an interactive prototype explorer, cinematic inspections of the rear thrusters, active aero, pressure system, suspension and occupied environment.
Go inside the evidence. Interrogate the prototype.
neuralworksagents.com/invest…
Tesla proved the Roadster can get airborne.
But proving the physics and shipping a product are two very different things.
We put the new Roadster through PrismIQ: the prototype evidence, pressure system, thrust physics, active aero, occupant question, and the path from demonstration to something customers can actually own.
Defying Gravity - an interactive PrismIQ investigation. 🧵
neuralworksagents.com/invest…
Then there’s regulation.
The FAA says the Roadster does not meet the current definition of an aircraft.
That doesn’t mean routine airborne use is approved. And it doesn’t mean it’s permanently impossible.
It means there is currently no established regulatory pathway for customers routinely using this capability in public.
Our current estimate for that outcome: 4%.
The investigation changed our view of the Roadster, but probably not in the way you’d expect.
The technology looks more credible after examining the demonstration and disclosed engineering.
The customer product remains highly uncertain.
Physics: stronger than expected.
Product: still highly uncertain.
Explore the full interactive investigation:
neuralworksagents.com/invest…
Something is coming.
Tesla says the next Roadster will do things no production car has done before.
We’re going to find out how.
A PrismIQ Investigation.
Coming soon.
30 days is still very early for judging adoption.
Account activity strengthened while contract activity weakened, but neither signal alone tells us whether Interstellar is succeeding or failing.
These results aren’t a verdict on Interstellar. They’re another checkpoint in a much longer observation period.
We keep measuring.
Day 30 is in.
VeChain Interstellar’s first month produced some interesting signals.
Account activity strengthened. Contract activity weakened. And a meaningful share of VTHO burn came from concentrated, pre-existing workloads.
We traced the numbers behind it.
Full Day 30 investigation:
neuralworksagents.com/invest…
New on the VeChain Interstellar investigation.
The Day 30 evidence is now interactive.
Switch between account and contract activity, change graph views, and explore the pre/post Interstellar data directly rather than relying on a static chart.
Same evidence. More ways to interrogate it.
neuralworksagents.com/invest…
Day 30 is in.
VeChain Interstellar’s first month produced some interesting signals.
Account activity strengthened. Contract activity weakened. And a meaningful share of VTHO burn came from concentrated, pre-existing workloads.
We traced the numbers behind it.
Full Day 30 investigation:
neuralworksagents.com/invest…
Day 30 is in.
We’ve spent the last 24 hours tracing what actually drove the numbers behind VeChain Interstellar’s first month.
Some of the results need context.
We’re also shipping new investigation features with this release.
Final checks underway. Dropping shortly.
Bryan Johnson called Cerebrolysin the best thing he’s ever done for mental clarity.
We ran the claim through PeptideIQ.
Cerebrolysin has a real clinical research history, particularly in stroke and neurological disease.
But evidence that it improves cognition or “mental clarity” in healthy people? Very limited.
Being one of the most measured people in the world doesn’t turn a personal experience into a controlled experiment.
PeptideIQ verdict: UNPROVEN
Full ClaimCheck, including the studies we reviewed:
neuralworksagents.com/claimc…
30 days of VeChain Interstellar are almost in the data.
NeuralWorks has been measuring what happened underneath the upgrade - block by block.
Adoption.
Developer activity.
Economic demand.
Ecosystem commitment.
Day 7 gave us the first signal.
Day 30 will tell us whether it became a trend.
New measurements. New evidence.
October 16
Evidence over narrative.
Verdict: UNPROVEN
Being extensively measured doesn’t turn a subjective experience into controlled evidence.
Cerebrolysin has a real clinical research history, particularly in stroke and neurological disease. But does that evidence support cognitive enhancement or “mental clarity” in healthy people?
Our intelligence agent PeptideIQ, checked the claim.
Verdict: UNPROVEN
We reviewed the clinical evidence, healthy-volunteer research and safety data:
neuralworksagents.com/claimc…
Evidence over narrative.