Christian Johnson

Developing a world-class agentic AI system called Metis OS that empowers decision support and mission planning in critical environments

[Christian Johnson @chrisjohnsonpr]

@suni_code @suni_code Check out MetisOS Digital Operators, persistent AI systems for real work! https://t.co/TZxV4Whwbi

[Christian Johnson @chrisjohnsonpr]

I believe this is the last moment we have to ask ourselves if an AI World is what we really want. #AI

[Christian Johnson @chrisjohnsonpr]

MetisOS Digital Operators does full end to end tasks grounded in your organizational or personal data. OpenClaw, Hermes Agent and Manus are not even close to what Digital Operators can do.

Get your Digital Operator at https://t.co/TZxV4Whwbi
#digitaloperators #metisOS

[Christian Johnson @chrisjohnsonpr]

A 2B model without foresight scored -19%. Its incompetence protected it.

Both converged to +55% (the theoretical max) once given a world model.

Foresight dominates capability. The world model is the great equalizer.

[Christian Johnson @chrisjohnsonpr]

Finding from a controlled experiment that should concern everyone shipping AI agents:

The most dangerous configuration is a capable model acting without predicting the consequences of its actions first.

A 70B model without foresight scored -59%. Actively harmful.

[Zahle Khan @zahlekhan]

@karpathy weirdest TL

[Christian Johnson @chrisjohnsonpr]

@RealCalacanis Built Doublecheck for the $5K bounty.

Real-time fact-checking for TWiST. Paste a YouTube URL, it listens live, detects claims, and pulls verdicts with sources in seconds.
it actually sees the video too, not just the audio.

Open source.: https://t.co/nJBovninOh

[Christian Johnson @chrisjohnsonpr]

@audiencon I built Doublecheck https://t.co/BOKBvatUID

[Christian Johnson @chrisjohnsonpr]

@twistartups @Jason Website is https://t.co/BOKBvatUID

[Christian Johnson @chrisjohnsonpr]

I'm running DoubleCheck on the This Week in Startups show today @twistartups @Jason

[Christian Johnson @chrisjohnsonpr]

Every organization has the same problem: nobody knows which version of a document informed which decision.
Agents didn't create that problem. They just made it impossible to ignore.
Introducing Context Vault. one permissioned, provenance-tracked source of truth for humans and AI

[TwelveLabs (twelvelabs.io) @twelve_labs]

In the 119th session of #MultimodalWeekly, we feature 4 exciting projects covering applications in broadcasting, law enforcement, education, and media.

✅ Gene Pao and Dave Euson will present Determining Sponsorship Media Value, which uses TwelveLabs and Qibb to detect and calculate sponsorship value in sports broadcasting content.

✅ @chrisjohnsonpr will present Helion, a multi-source intelligence fusion system for video-evidence-heavy investigations.

✅ Miodrag Tasic will present Swiftnotes; Teach - a productivity workflow that uses TwelveLabs Pegasus 1.5 through API for task intent understanding.

✅ Rish A will present @cutsio, which turns scattered footage into a single library that can search, organize, chat, and share.

Register for the webinar here: https://t.co/DEOGKjXLeg ⬅️

[Christian Johnson @chrisjohnsonpr]

@buildinpublic Built Doublecheck for a $5K bounty. Real-time fact-checking for TWiST. Paste a YouTube URL, it listens live, detects claims, and pulls verdicts with sources in seconds. it actually sees the video too, not just the audio. Open source.: https://t.co/nJBovninOh

[Christian Johnson @chrisjohnsonpr]

@twistartups @Jason @alex @magratheametals @biglithium @AI21Labs @origoshen Built Doublecheck for the $5K bounty. Real-time fact-checking for TWiST. Paste a YouTube URL, it listens live, detects claims, and pulls verdicts with sources in seconds. it actually sees the video too, not just the audio. Open source.: https://t.co/nJBovninOh

[Christian Johnson @chrisjohnsonpr]

@Lons @alex @twistartups

[Christian Johnson @chrisjohnsonpr]

@RealCalacanis Built Doublecheck for the $5K bounty.

Real-time fact-checking for TWiST. Paste a YouTube URL, it listens live, detects claims, and pulls verdicts with sources in seconds.
it actually sees the video too, not just the audio.

Open source.: https://t.co/nJBovninOh

[Christian Johnson @chrisjohnsonpr]

That's exactly what we're building. Metis Analytics is launching Context Vault, the context layer for the agent-native enterprise, built on the open source Context-Sync Protocol. One source of truth for the documents your team writes and the context your agents read.

[Christian Johnson @chrisjohnsonpr]

What if your AI systems could not only understand every part of your organization's context, but also ensure that no matter who is interacting with a file, whether it's a human or an Digital Operator team member, it is permissioned, versioned, and logged with full provenance?

[Christian Johnson @chrisjohnsonpr]

I predict @elonmusk will announce an acquisition of @AnthropicAI by the end of 2026. #AiRace

[Christian Johnson @chrisjohnsonpr]

@Rory_Johnston I would love for you to check this out!

[Christian Johnson @chrisjohnsonpr]

Cascade is the culmination of years of working on a mathematical algorithm to simulate the 2nd and 3rd order effects of global events. Now Digital Operators have a really powerful tool for realtime intelligence.
#digitaloperators #geopolitical
https://t.co/XXQcl1QSc2