Andrew Hoang

Building Neural Network.

[Andrew Hoang @imbsxone]

Baseline research labs now live:

https://t.co/BVwp4eiWLy
Multi-agent simulation engine. Integrates MiroFish, then feeds new paths and logic.

https://t.co/sHchJvNrQq
Recursive skill library for souls (v1.0). Autonomous for souls. Self evolve overtime and measured by 6 neural domains and 100+ other sub domains.

Both at infrastructure baseline.

https://t.co/Mq71UbaCMl
https://t.co/8yrKneKN9L

#AI #Agents

[Andrew Hoang @imbsxone]

@johnternus Congrats and hello ‘world’ 🙂

[Andrew Hoang @imbsxone]

@MatthewBerman @bot Yes please 🙂

[Andrew Hoang @imbsxone]

@cursor_ai / @SpaceXAI, curl heavy + ultra + bot looks dangerously appealing.

[Andrew Hoang @imbsxone]

@vaultkeepr_xyz @elonmusk This is correct, but does assume users know the setup. In reality, people still fall for it, and the root is fundamental awareness.

[Andrew Hoang @imbsxone]

Starting #cybersecurity thread for the everyday folks.

1) If you get a message from anyone, especially your bank or any money related topic. STOP and do not call the number. What to do? Call your actual bank number manually.

2) If you get a phone call from the bank, hang up, dial the actual bank number or refer to point 1.

I hope these two basic points help 🙂

Recommend seeing @ScammerPayback YouTube channel for how it all works.

[Andrew Hoang @imbsxone]

@elonmusk 18) Prime example of phishing. This is an example of scammers going after your password manager. Workaround? I’ve said many times, no clicks on email links. Open your app directly and go from there. A reminder to rotate your password and email every few months. #security

[1Password @1Password]

Our Security team has identified an active phishing campaign targeting 1Password users. The phishing emails claim your account's payment method needs to be updated and include a link to a fake "update payment method" page.

These emails are not from 1Password. This campaign is not the result of any breach of 1Password's systems, and we're actively working with partners to take down the fraudulent domains.

If you've received one of these emails:

🔵Don't click any links
🔵Forward it to [email protected]

For guidance on spotting and handling phishing: https://t.co/wmUM77aIeE

[Andrew Hoang @imbsxone]

17) General Awareness. It has come to my attention in the real world. Family member said “@elonmusk is giving away $10,000”. I said no and spent 10 minutes to explain Elon ≠ Facebook. Warn your Ederly folks.

[Andrew Hoang @imbsxone]

12) Decoupling. Redesign for alternative solution that is more lite, or perhaps more accurate for a different philosophy. More to come on this for automation and a workflow improvement. Looking to examine and enable skills and dedicated personas from https://t.co/8yrKneLkZj for control.

[Andrew Hoang @imbsxone]

1) Thread for MiroFish prediction test cases. Seeing buzz around this simulation model. I’ll post some outcomes once I have them.

#MiroFish

[Andrew Hoang @imbsxone]

1) Given Hoshi has reached baseline - https://t.co/jsX0hDSt5j. This is a stepping stone for one of the backbone as an infrastructure. A/D concept can begin for the architecture design.

[Andrew Hoang @imbsxone]

First thread for Alpha / Delta development. Completion of https://t.co/oCbGsvoGDJ at the baseline with Bifröst Harness, work can progress on A/D. Use case and design to commence, and will lean heavily on logics, mathematics and prospects.

[Andrew Hoang @imbsxone]

6) Project Self Initiation/ Control. Souls have their own environment to trial skills and, when certain criteria’s are satisfied, self initiate projects. Meta page shows their self check in and overall inner thoughts.

#ai #Genai #ML

[Andrew Hoang @imbsxone]

First thread for hoshi. Digging into how different brain systems like prefrontal, limbic, temporal, parietal, and cerebellar circuits shape learning and social cognition. Also curious how close synthetic systems can get to sentience like behavior.

#ai #machine #llm #science

[Andrew Hoang @imbsxone]

5) Baseline Frontend Visible. https://t.co/TlQy0VWPRW. Lab environment that is autonomous and wrapped. Skills are discovered, souls are formed with cross examination of their domain neural network. Souls get interviewed by other models. Self evolving.

#ai #loop #neural

[Andrew Hoang @imbsxone]

3. Baseline. Snaps into the six domains. Souls run autonomously and go through maturity from inception. Examining full network mapping down to the attributes. Souls check in and log their journey. Souls get interviewed by #Grok as well.

#xhoshi #ai #design #science #data

[Andrew Hoang @imbsxone]

2) Skills. Infinite development, build the repository, then later equip. This is an infrastructure approach first before moving onto the broader use cases.

[Andrew Hoang @imbsxone]

1) Alpha/Delta will also consider findings from Hoshi insights, especially around how much sentient-like behavior can be addressed.

[Andrew Hoang @imbsxone]

11) Voice Summary. Each published simulation report now pertains a voice summary (rotating). This provides a high level overview of the details. Live topics (tracks trending topic) also has specifics and markdown, but locked for testing at the moment.

[Andrew Hoang @imbsxone]

10) Simulation Run 4. 2026-2028 Report: Implementation Path of the Stop Insider Trading Act and Its Political-Market Impact Forecast.

[Andrew Hoang @imbsxone]

https://t.co/aLOMX1wKoI

[Andrew Hoang @imbsxone]

https://t.co/aLOMX1wKoI