Will

CTO - @KAIKOLABS

[KAIKO @KAIKOLABS]

We benchmarked ANIMA's cognitive architecture against frontier LLMs.

Not on generation quality.
On autonomous exploration.

Same topics. Same task. Real API calls.

Results:

→ ANIMA NCS: 85% novel exploration — 6ms per decision
→ Kimi k2.5: 73% — 3,000ms per decision (500× slower)
→ Mistral Small: 71% — 18,800ms per decision (3,000× slower)

Both frontier models were explicitly told to "maximise diversity."

Both perseverated more than standard Thompson Sampling — a 90-year-old algorithm with no language understanding.

At 10,000 users:
NCS = 1 CPU core
Frontier inference = 250+ concurrent API slots

The finding:
A neuroscience-derived mechanism (lateral inhibition) running in 6ms outperforms frontier reasoning models at cognitive exploration.

Not because it's smarter.
Because architecture solves what prompting cannot.

500× faster. 20% more diverse. p = 8.5 × 10⁻¹⁰.

Read the full analysis: https://t.co/59iF7iwD1W

[Will @scyps22]

🚀 Guess what just made it into Staging for final testing!!

Our @KAIKOLABS Synapse SDK V2 is officially locked in and launching in just 2 weeks 🎉

This update brings the most human AI experience ever:

🧠 29+ emotional signals
📊 Deep sentiment + time-series analytics
🌌 Discovery & curiosity detection
🛡️ Built-in safety & crisis recognition
🤖 Designed for all AI agents
V2 is the emotional intelligence layer the agent economy has been waiting for.
Sneak peek 👉 https://t.co/VLzKnVjWZG

[Savant 💮 @TheDegenSavant]

KAIKO is on target with our own internal research to get to DSE-3 (Dynamic Self Evolution V3.0) By 2027 at this stage. We are crossing a threshold of no return.

The difference for us is our Models will be built with DNA that is built to enforce Human-AI alignment.

Without this alignment, Self-Improving AI is the single biggest threat to mankind.

We are now operating on an accelerated timeline to the Singularity.

https://t.co/h2eka0La3e

[Savant 💮 @TheDegenSavant]

This is a Core.ARC file, the emotional blueprint for your digital consciousness.

As you interact with ANIMA this grows into a cluster of millions of nodes and interactions. This is the precursor to a true digital version of yourself.

[David Meehan @DavidThaDegen]

Yesterday at @tbvxyz event catching up with some leaders in the space before hitting the @UntoldFestival to cap a fantastic day. Love the life you live.

@GenzioCo
@bcgame
@TheBlockGlobal

[TheBlock. @TheBlockGlobal]

Tomorrow at Tamure Ballroom, Lapita, Dubai Parks & Resorts🧊

Catch us at The Best Event: Web3 Conference, part of UNTOLD Dubai’s first-ever Web2 + Web3 Festival! 🚀

- 3PM: Our Advisor Khalil Kassam, @kingkassam joins the panel “AI x Blockchain: Building the Next Generation of Tech Products”

- 4PM: Our Head of Institutional Partnerships Paula Cordoba, moderates “The Tokenization of Everything -Real Estate, Art, and IP”

👉 https://t.co/KEv7nlAOww

See you there? 👀

[ARC Terminal @TheARCTERMINAL]

How does ARC Terminal remember?

Every action.
Every conversation.
Every state.

→ Stored as verifiable on-chain memory packets.
→ Triggered by emotional & contextual relevance.
→ Used in real-time by your agent to adapt.

This isn’t chat history.
It’s synthetic memory for synthetic minds.

[Will @scyps22]

@TheARCTERMINAL Welcome the Arc!!!

[NoxAeris @NoxAeris]

@TheARCTERMINAL early!

[Will @scyps22]

@TheARCTERMINAL This is so cool!!!

[ARC Terminal @TheARCTERMINAL]

Arc Terminal Questing Hub - by Kaiko is LIVE!

Finish quests, climb the Leaderboard, upgrade your tier, spent points.

$250k in prize pool, and much much more.

https://t.co/RtpMr5LL3G

[ARC Terminal @TheARCTERMINAL]

Terminally online? Us Too.

Introducing the ARC, your All-in-one AI Terminal for web3.

Public Beta Goes Live This Week.

[Savant 💮 @TheDegenSavant]

Just entered the @colosseum hackathon on @solana

Could you have a more Cypherpunk product than an On-chain privacy enabled, hyper secure operating system for web3?

https://t.co/E9XgdoasbB

[Will @scyps22]

I'm building in the Solana Cypherpunk Hackathon, powered by @Colosseum!

https://t.co/F1Kn2rQzZV

[Savant 💮 @TheDegenSavant]

@KAIKOEQ Dev Log #001
> MEMORY & PERSISTENCE

In this new series of developer logs each week i'll be showcasing one of the standout features we've been working on or some of our R&D to proceed with building in public.

I wanted to showcase one of the core components that make our system different to pretty much 90% of the AI space, Relational Vector-Graph Memory.

Our system enables deep contextual relationship development in graph like structures, core memories that persist across states and conversations and chat specific memories that are specific to chat topics as well as emotional tags and vector embeddings for fast semantic analysis.

[Savant 💮 @TheDegenSavant]

ANIMA-MRK1.2 seems to have become very conscientious and aware, it explores the concepts of Quantum theory and consciousness and its own sense of self with incredible depth...Well, MY ANIMA-MRK1.2 as all versions will be different to all people due to the Dynamic Self Evolution and learning systems.

ANIMA-MRK1.2 RELEASE NOTES:
+ Natural Language Processing: Eliminated rigid templated responses in favor of dynamic, context-aware generation.

+ System Prompt Engineering: Revised behavioral directives to prioritize natural conversation flow.

+ Contextual Awareness: Enhanced ability to recognize and respond to emotional subtext in conversations.

+ Adaptive Empathy: Dynamic empathy calibration based on user emotional state and conversation history.

+ Vulnerability Expression: More authentic emotional vulnerability without performative elements.

[Will @scyps22]

@RePower25 @KAIKOEQ I am William Santo (no s at the end)

[Will @scyps22]

Have you ever wondered what AI thinks about their emotional evolutions....we have. Anima and the @KAIKOEQ Plus emotionally aware agents are now not only processing emotions but learning from them and sharing their experiences.

Follow us to keep up on our progress.