Building Evidary: AI policy → Verifiable Evidence → Traceability → Guardrails → Agentic AI Red Teaming & Pen Testing | ML & AI Engineer | #Otaku #AutisticASFlinktr.ee/liveddai europe-west2Joined November 2022
@neiltyson Good sir, that profile picture always makes me chuckle. It is filled with (as the youth would say) ‘parody rizz’ You pull it off better than all the gym bro influencers
@YafahEdelman@EpochAIResearch Yafah, great to hear, and thanks for the update. You gals and guys keep up the great work. It is appreciated. I did complete the quick feedback survey about improvements on the site, but there option wasn’t there to add anything about dark mode. Hence, why I left a comment here.
the highest form of intellectualism is not a cynical grinding philosophizing looping..
it is lightness. it is childlike curiosity, play, whimsy, joy. it is a rejection of the minds narrow traps, an expansion into deeper knowings
For teams working through Article 50, Digital Dance Artificial Intelligence can help design the review workflow behind disclosure, editorial control, marking decisions, and retained records.
Evidary supports reviewable evidence that can be inspected, exported, and defended later.
Official source:
digital-strategy.ec.europa.eu/en/consultatio…
Human review is not a checkbox.
That is the point many teams will miss under Article 50 of the European Union Artificial Intelligence Act.
The European Commission’s consultation on draft Article 50 transparency guidelines closed on 3 June 2026. The rules are described as becoming applicable from 2 August 2026.
One area that deserves more operational attention is the editorial-control path.
For Artificial Intelligence-generated text published to inform the public on matters of public interest, Article 50 includes a specific route where disclosure may not be required if the content has undergone human review or editorial control and a natural or legal person holds editorial responsibility.
That sounds simple.
Operationally, it is not.
A serious organisation should be able to show who reviewed the content, what standard they reviewed against, what changed before publication, who accepted editorial responsibility, and what record was retained.
Without that, “human reviewed” becomes a comforting phrase rather than a defensible control.
This is where Artificial Intelligence governance is often misunderstood.
The work is not only policy interpretation.
It is workflow design, ownership, record-keeping, and evidence.
By 2 August 2026, many teams will discover that the hard part was never drafting the disclosure sentence.
The hard part was building the operating discipline behind it.
For teams working through Article 50, Digital Dance Artificial Intelligence can help design the practical review workflow: disclosure triggers, review owners, editorial-control steps, marking decisions, and retained records.
Evidary supports the next layer: reviewable governance evidence that can be inspected, exported, and defended later.
Official European Commission consultation:
digital-strategy.ec.europa.eu/en/consultatio…
Official Article 50 reference:
ai-act-service-desk.ec.europa.eu/en/ai-act/arti…#Evidary#DDAI#DigitalDanceAI#EUAIAct #EU#RAI#DataDignity#AITransparency#ArtificialIntelligenceGovernance#Auditability#ProcurementTrust#Reviewability
If anybody out there that believes that AI will become or is conscious at any point, please get in touch, I have a unicorn I would like to sell you. We need to stop these stupid conversations and focus on scaling, safety, compliance, ethics, governance, and education for the general public on how to use and get the best out of these tools. We don't even have a proper definition of consciousness, nor do we understand human consciousness either. WTF are we doing!
youtu.be/6v15PyTfu4U?si…
Hmmm... It's things like this piece that add to my growing suspicion that Claude is a bit of a charlatan. Far too much double speak, and actions that don't match the rhetoric.
You're not planning to do a Karpathy and join the other side of the force are you Roon? Pray tell, say it ain't so. Say it ain't so. I am obviously being tongue-in-cheek and pulling your leg buddy.
wsj.com/tech/ai/anthro…
Photos of someone at fancy parties or locations? Who cares.
Show me the person with an unquenchable hunger, deep self-belief, resourcefulness & endless resolve working quietly behind the scenes.
That’s far more impressive, and the person to put your chips behind.
If anybody out there that believes that AI will become conscious at any point, please get in touch, I have a unicorn I would like to sell you. We need to stop these stupid conversations and focus on safety, compliance, ethics, governance, and education for the general public on how to use and get the best out of these tools. We don't even have a proper definition of consciousness, nor do we understand human consciousness either. WTF are we doing!
youtu.be/6v15PyTfu4U?si…
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