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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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
NeuralWorks retweeted
Recommendation algorithms know what you watch.
CineMatch is trying to understand why you love it.
So I put that idea to the test - and asked it to predict my next favourite movie.
New NeuralWorks deep dive now on YouTube. 🎬
Can AI actually understand your taste?
youtu.be/hXtSbWBP8mw?si=fry1…
NeuralWorks retweeted
AI is becoming more capable.
We think it should also become more specialised.
NeuralWorks builds intelligent agents designed to go deep into real problems - understanding the evidence, context and people behind the question.
PeptideIQ. CrashIQ. CineMatch.
Different intelligence for different problems.
NeuralWorks - We build intelligent agents.
🤖 Made with AI
NeuralWorks retweeted
PrismIQ is now live.
Give it a headline, announcement, paper or post - and it goes beyond the source to uncover the context, connections, implications and what actually matters.
A perfect first investigation?
NVIDIA + VeChain + NUS + Singapore’s new Materials Data Foundry.
There’s much more to this announcement than the headline suggests.
Read the announcement:
ifim.nus.edu.sg/national-uni…
Then give it to PrismIQ and ask:
“What does this actually mean for VeChain? Follow the signal.”
Check out PrismIQ on Agent Marketplace app.agent.veworld.ai/explore…
PrismIQ - See beyond the headline.
NeuralWorks retweeted
Recommendation algorithms know what you watch.
CineMatch is trying to understand why you love it.
Put it to the test - ask it to predict YOUR next favourite movie.
New deep dive now on YouTube. 🎬
Can AI actually understand your taste?
youtu.be/hXtSbWBP8mw?si=E11V…
NeuralWorks retweeted
Rotten Tomatoes will tell you the score.
HBO will tell you why you should watch it.
The algorithm will tell you it’s trending.
CineMatch answers the question that actually matters:
Will you like it, and why?
That’s the recommendation layer we’re building at NeuralWorks.
Watch the all-new teaser for the upcoming #HarryPotter series.
Premiering this Christmas on HBO Max.
NeuralWorks retweeted
We don’t build chatbots.
We build specialised intelligence.
🧬 PeptideIQ
🎬 CineMatch
🔎 Fact Check Assistant
🚗 CrashIQ - coming soon
Different problems. Purpose-built AI agents.
NeuralWorks
We build intelligent agents.
Built on @VeWorldAI AgentForge.
🤖 Made with AI