Mark Weston

Running a 200-agent autonomous AI team. Building enterprise AI governance. Ex-CIO HSBC. Founder @FireHorseAssoc. Delivering real-world digital teams

[Mark Weston @markweston]

I run a 200-agent autonomous AI team across 14 live projects.

Every agent has an audit trail. Every decision is traceable. Every output is verified. Governed by AT3 - our open multi-agent observability platform.

This isn't a demo. It's production.

Here's what I've learned 🧵

[Mark Weston @markweston]

@Keir_Starmer unbearable ... I listened through gritted teeth

TLDR
I did an amazing job therefore I resign

[Mark Weston @markweston]

If your enterprise is deploying AI agents and needs governance that actually works:

▎ FireHorse Associates - we help you build and govern multi-agent systems.
▎ FireHorse Agency — we find the AI engineers who can deliver it.

▎ DM me or visit https://t.co/C7prVE0Yio

[Mark Weston @markweston]

I run a 200-agent autonomous AI team across 14 live projects.

Every agent has an audit trail. Every decision is traceable. Every output is verified. Governed by AT3 - our open multi-agent observability platform.

This isn't a demo. It's production.

Here's what I've learned 🧵

[Mark Weston @markweston]

We needed to govern our own agents. Nothing on the market did it.

So we built AT3 - an open multi-agent observability platform.

Trace every decision. Monitor every agent. Catch drift before it becomes a problem.

We're our own first customer. Now we've made it available to all.

[Mark Weston @markweston]

Check out my latest article: Design for Human-in-the-Loop First. Always. https://t.co/qTDWWVS8bF via @LinkedIn

[Mark Weston @markweston]

Wispr's finally launching their android app. One of the most fun waitlists I've seen: https://t.co/JJacexR30O

[Mark Weston @markweston]

Wispr's finally launching their android app. Super useful voice to text tool for ai coding: https://t.co/JJacexR30O

[Mark Weston @markweston]

@thecoastguy @NickHudsonCT They’ve also blown past the Turing test and outperform humans on standardized reasoning and coding benchmarks. LLMs aren’t conscious and aren’t human-like AGI — but intelligence isn’t monolithic. In speed, memory, language, and synthesis, these systems are already superhuman.

[Mark Weston @markweston]

@thecoastguy @NickHudsonCT LLMs outperform humans in many domains:
• Translation across 165+ languages
• Knowledge retrieval and cross-domain synthesis at a scale no human can match
• Passing the bar exam, medical exams
• Software engineering - architecting & coding systems in hours, not months

[Mark Weston @markweston]

@Joaogalamba Para quem não conhece a proposta, esta foto da barragem do Cabril não indica onde terão sido instalados os 34 hectares (18 campos de futebol) de painéis solares. O local fica a montante e não é visível nesta foto.

[Mark Weston @markweston]

@Joaogalamba @RuiFerr49301811 Por favor, explique como essa decisão não segue a lei.

[Mark Weston @markweston]

@Joaogalamba Veja aqui mais detalhes sobre a proposta do Rio Zêzere https://t.co/bKKV3taMpU. É uma região linda e atrai turismo para o centro de Portugal.

[Mark Weston @markweston]

@Joaogalamba Energia Solar Montada no Solo: pegada de carbono 15% menor (38–46 gCO₂eq/kWh vs. 49–55 da FPV). O rio é comercialmente vantajoso porque não há custo para comprar a terra. A proposta privilegiou razões comerciais em detrimento de razões ecológicas.

[Mark Weston @markweston]

@Joaogalamba Emissões Líquidas: A fase de construção emite 679 toneladas de CO₂ equivalente. A fase operacional aumenta o metano do reservatório em 26,8%, compensando 18% da economia declarada.

[Mark Weston @markweston]

@Joaogalamba Dada a proximidade com os incêndios de Pedrógão Grande em 2017, que mataram muitas pessoas, esta proposta é, no mínimo, insensível.

[Mark Weston @markweston]

@Joaogalamba E quanto ao impacto na segurança hídrica e aos efeitos tóxicos da colocação de 82.368 painéis diretamente na fonte de água potável para todos os moradores locais?