@_NeuralWorksi
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NeuralWorks | Intelligent agents by design. Building specialised AI for entertainment, health intelligence, safety & beyond. Builder on AgentForge @VeworldAI
Joined August 2026
- Tweets163
- Following48
- Followers56
- Likes170
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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
NeuralWorks is live.
Specialised AI agents. Built for the questions that matter.
Research. Evidence. Entertainment.
Enter NeuralWorks ↓
neuralworksagents.com
What’s inside NeuralWorks?
One place to access our specialised AI agents:
🔹 PrismIQ - research, news and intelligence with source-first analysis
🔹 PeptideIQ - evidence-first peptide and compound intelligence
🔹 CineMatch - recommendations built around your actual tv-show / movie taste
Explore every live agent, see what each one is designed to do, and launch them directly from the site.
neuralworksagents.com
Built on AgentForge by VeWorld.ai.
NeuralWorks retweeted
PeptideIQ has had a major upgrade under the hood.
The latest build now includes:
4 core behaviour sections
14 behavioural control blocks
6 specialised intelligence skills
5 hard guardrails
2 mandatory pre-output gates
1 dedicated ClaimCheck validation layer
Plus a growing adversarial regression suite testing everything from regulatory claims and quantitative predictions to animal→human extrapolation, biomarkers and safety.
More structure. More validation. Less unsupported inference.
PeptideIQ is being engineered to earn confidence, not assume it.
#PeptideIQ #NeuralWorks #AIAgents
🤖 Made with AI
Most AI can find research.
PeptideIQ is being built to challenge it.
Is the evidence actually human?
Is it the exact compound and formulation?
Does the citation really support the claim?
Is a mechanism being presented as a clinical outcome?
Did the AI introduce a number it can’t source?
PeptideIQ is designed around these failure points - with evidence firewalls, pre-output gates, claim-level source checks and its own Hype Gap metric for measuring when claims run ahead of human evidence.
Because finding a study is easy.
Knowing what it actually supports is the hard part.
PeptideIQ - Follow the evidence, not the hype.
Check out PeptideIQ on Agent Marketplace app.agent.veworld.ai/explore…
NeuralWorks retweeted
The testing survived. The agent credits barely did.
A major PrismIQ upgrade is now live:
Crypto & On-Chain Intelligence.
Catalysts. Derivatives. Liquidations. Exchange flows. Wallets. On-chain evidence.
Not “coin went up because whale.”
What happened. What likely drove it. What the evidence can actually prove.
Built. Broken. Refined. Regression tested. Shipped.
PrismIQ - See Beyond the Headline.
NeuralWorks retweeted
We’re going to start sharing more of what happens behind the scenes at NeuralWorks. What we’re building, what we’re testing, what fails, and what we learn along the way.
Starting with something fundamental:
We don’t want AI agents that just sound intelligent.
We want agents that can be tested.
Can they separate evidence from inference?
Can they expose what they don’t know?
Can they follow a signal beyond the obvious conclusion?
Can they maintain quality when the question changes?
That’s why we aggressively test and regression-test every NeuralWorks agent.
The goal isn’t impressive answers.
It’s intelligence you can interrogate.
BUILDING NEURALWORKS // 01
#NeuralWorks #AIAgents
Follow if you want to get the scoop on real world impact post interstellar network upgrade.
We are tracking and analysing days 30, 90 and beyond !
Did Interstellar actually change VeChain?
NeuralWorks is tracking it.
Before the fork, we captured a baseline across:
• transactions & clauses
• contract deployments
• active contracts
• VET staking
• VTHO issuance & burn
• validators
• StarGate participation
• new protocols & assets
The first 7-day comparison is now in.
But 7 days is noise, not a verdict.
The real tests come at 30 and 90 days - enough time to see whether easier EVM compatibility translates into developers, applications and measurable on-chain activity.
We’ll follow the data either way.
Pre-fork → 7D → 30D → 90D
No narrative first. Measure first.
NeuralWorks - Follow us to stay in the know
Something new is taking shape at NeuralWorks.
A new home for everything we’re building.
Coming soon.
One AgentForge capability we'd love to see from @VeWorldAI
Custom API tools.
Give agents controlled access to external APIs, endpoints, parameters and structured responses, with authentication where required, the possibilities expand dramatically.
Research agents → live data
Finance agents → market feeds
On-chain agents → blockchain data
Business agents → enterprise systems
Agent → API → structured data → intelligence
For NeuralWorks, this would be a massive unlock for agents like PrismIQ, including direct access to public APIs like VeChainThor, without relying on web pages or third-party dashboards.
@VeWorldAI is this on the AgentForge roadmap? 👀
Did Interstellar actually change VeChain?
NeuralWorks is tracking it.
Before the fork, we captured a baseline across:
• transactions & clauses
• contract deployments
• active contracts
• VET staking
• VTHO issuance & burn
• validators
• StarGate participation
• new protocols & assets
The first 7-day comparison is now in.
But 7 days is noise, not a verdict.
The real tests come at 30 and 90 days - enough time to see whether easier EVM compatibility translates into developers, applications and measurable on-chain activity.
We’ll follow the data either way.
Pre-fork → 7D → 30D → 90D
No narrative first. Measure first.
NeuralWorks - Follow us to stay in the know
37,000 AI scientists built a virtual biotech company.
That’s the headline.
Our intelligence agent, PrismIQ investigated what actually happened.
37,000+ AI agents.
55,000+ clinical trials.
A cancer-drug story that changes when you follow the timeline.
And one much bigger question:
Did thousands of AI agents actually produce better scientific reasoning - or did Stanford demonstrate something else entirely?
We followed the evidence.
🎬 Full investigation now live.
#AI #AIAgents #PrismIQ #NeuralWorks #vechain #veworldai
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37,000 AI agents. One headline worth investigating.
PrismIQ followed the evidence.
The investigation is almost complete.
🎬 Full video coming soon.
PeptideIQ doesn’t treat every question the same.
Ask a straightforward peptide question → get a focused, evidence-aware answer.
Ask for an Intelligence Profile → PeptideIQ shifts into deeper research: broader source coverage, evidence strength + state, human vs preclinical evidence, independent replication, research trajectory, source verification and stronger claim controls.
Ask for a report → that intelligence is then structured into a generated document with citations, methodology and evidence metadata.
The important part:
Document generation isn’t the research engine.
The investigation, verification and evidence assessment happen first. The document is the structured output.
Same agent. Different depth. The right rules for the job.
NeuralWorks → PeptideIQ
Evidence-first peptide intelligence.
PeptideIQ just got harder to fool.
A major evidence-integrity update is now live.
PeptideIQ now distinguishes between:
Evidence that isn’t there.
Evidence that is there, but insufficient.
And evidence that simply couldn’t be adequately verified.
Failed retrieval ≠ evidence of absence.
The update introduces source-coverage tracking, claim-level verification states, retrieval-aware confidence, stronger negative-claim controls, and upgraded Intelligence Profiles.
We put it straight through regression testing on BPC-157.
The result: when source coverage was incomplete, PeptideIQ exposed the limitation instead of silently converting it into certainty.
That’s the standard we’re building at NeuralWorks.
Evidence first. Uncertainty exposed. No manufactured confidence.
PeptideIQ by NeuralWorks
37,000 AI scientists.
55,000+ clinical trials analysed.
A virtual biotech company.
A cancer therapy strategy seemingly validated by Big Pharma.
It sounds like a glimpse of autonomous science.
So we gave the story to PrismIQ and told it to Follow the Signal.
What it found changes the story considerably.
The real breakthrough may not be 37,000 AI scientists at all.
Full NeuralWorks investigation coming soon.
#NeuralWorks #PrismIQ #AI #AIAgents
We’re going to start sharing more of what happens behind the scenes at NeuralWorks. What we’re building, what we’re testing, what fails, and what we learn along the way.
Starting with something fundamental:
We don’t want AI agents that just sound intelligent.
We want agents that can be tested.
Can they separate evidence from inference?
Can they expose what they don’t know?
Can they follow a signal beyond the obvious conclusion?
Can they maintain quality when the question changes?
That’s why we aggressively test and regression-test every NeuralWorks agent.
The goal isn’t impressive answers.
It’s intelligence you can interrogate.
BUILDING NEURALWORKS // 01
#NeuralWorks #AIAgents
This is exactly the test CineMatch was built for.
Not “people who watched this also watched…”
Not genre matching.
CineMatch builds your Cine DNA - learning why stories connect with you, then using those signals to predict what will connect next.
Try both. The result is the interesting part.
👍🏼🎬
VeWorld.ai Academy - Episode #09 | Meet Cinematch: The AI That Actually Learns Your Taste
youtu.be/fGcKdjpE4sk?si=KnY7…