NeuralWorks | Intelligent agents by design. Building specialised AI for entertainment, health intelligence, safety & beyond. Builder on AgentForge @VeworldAI
Joined August 2026
- Tweets268
- Following50
- Followers70
- Likes267
Pinned Tweet
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
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.
AI shouldn’t be the bottom of the evidence stack.
So we built something different at NeuralWorks.
The NeuralWorks Evidence Layer.
For our live VeChain investigation, PrismIQ doesn’t simply ask an AI model what happened.
We measure the chain first.
Primary source → deterministic measurement → preserved evidence → investigative intelligence → curated findings → publication
Our Day 7 investigation processed 60,465 blocks this way.
The model can interpret the evidence.
It cannot manufacture the evidence.
Evidence over narrative.
The VeChain Interstellar investigation isn’t finished. It’s only just started.
Day 7 gave us our first evidence checkpoint.
Now the more important question begins:
Does Interstellar actually translate into adoption over time?
NeuralWorks will continue measuring the chain at Day 30, Day 60, Day 90 and beyond.
We’re tracking developer activity, network usage, economic demand, staking and the composition of that activity, using the NeuralWorks Evidence Layer to separate measurable evidence from narrative.
And this is where a living investigation gets interesting.
If adoption does begin to accelerate, the underlying network data may show the change before broader market sentiment recognises it.
Or the evidence may show that adoption simply isn’t materialising.
Either outcome matters.
No predetermined conclusion. No moving the goalposts.
Just the same measurements, repeated through time.
Next checkpoint: Day 30 · 16 October
Follow the living investigation:
neuralworksagents.com/invest…
Evidence over narrative.
VeChain Interstellar is live. We measured what actually happened next.
Not price. Not sentiment. Not announcements.
The chain.
NeuralWorks tracked the first 7 days after Interstellar across adoption, developer activity, economic demand and ecosystem commitment.
The early finding:
No measurable adoption inflection yet.
But the data contained an anomaly.
One day accounted for 38.6% of the entire week’s VTHO burn.
So we went deeper - analysing all 8,640 blocks from that day and attributing 94.89% of the gas.
What looked like a surge in network demand turned out to tell a very different story.
Interstellar delivered the capability. Has adoption followed?
Day 7 of our living investigation is now live.
→ neuralworksagents.com/invest…
