Bence Csernak

Agentic AI Engineer • AI Strategist • Ethical, human and safe AI since 2017

[Bence Csernak @bencium]

@signulll Human slop always existed

[Bence Csernak @bencium]

@scaling01 Same in every country I guess

[Bence Csernak @bencium]

@AnthropicAI more code is not equal with better code. We measure output and quality, not LOC

[Bence Csernak @bencium]

@GergelyOrosz There used to be a thing on app stores before AI: human slop. What's the difference? AI slop or human slop? Since 2007, loads of shitty mobile apps were made by overpaid engineers.

[Bence Csernak @bencium]

@jenzhuscott And why do you feel we should know this?

[Chris @ChrissGPT]

All frontier AI companies have to do is cure one type of cancer and most of the rational public will flip

[Bence Csernak @bencium]

@sweatystartup Spot high engagement on AI-doom posts → pivot into joblessness/utopia content → package fear and hope into viral videos → monetise via YouTube/TikTok revenue share and downstream offers → damage honest AI consultancy businesses by flooding the market with panic, hype

[Bence Csernak @bencium]

€0 beat €4 billion. insurgent-campaign is a Claude Code and Codex plugin for rebels - growth hacking with zero budget https://t.co/3Xp46PkEvc

[Bence Csernak @bencium]

@kevinroose Spot high engagement on AI-doom posts → pivot into joblessness/utopia content → package fear and hope into viral videos → monetise via YouTube/TikTok revenue share and downstream offers → damage honest AI consultancy businesses by flooding the market with panic, hype

[Bence Csernak @bencium]

@Pontifex These are all true, with respect - all might change in the future. They might be able to feel joy and pain etc as the technology advances

[Bence Csernak @bencium]

hard part of AI isn't the software - it's who controls the electricity, the chips and the minerals. Those are finite. Intelligence isn't.

Every AI lab, is ultimately serving whoever funds them. That's not alignment to humanity. It's alignment to whoever owns the infrastructure.

[Bence Csernak @bencium]

The next scarce class is not “people who can use AI.” It is people who can remain independently intelligent while surrounded by AI.

[Bence Csernak @bencium]

Users are embodied beings. Stress response fires before cognition catches up. Design for the felt experience, not the rational one. In healthcare this isn't a nice-to-have; it's a safety property.

[Bence Csernak @bencium]

Teams bolt AI onto existing workflows. Backwards. Design from AI capabilities up instead. The hard part isn't the model or the prompt; it's teh architecture that orchestrates humans and AI. Start with that.

[Bence Csernak @bencium]

@ch402

[Bence Csernak @bencium]

Static AI features expire, rot. Logged ones compound. Every system needs a learning mechanism: structured logs feeding the next iteration. That loop is the product.

[Ishu Agrawal @ishuagra02]

Google has had an atrocious week.

> Gemini 3.5 Flash is very underwhelming
> Google Omni video model underperforms Seedance 2.0
> Antigravity CLI is broken and closed source
> Google Cloud blocked Railway's account
> AI Overviews breaks dictionary search results
> Google Drive deleted manga artist's files

I don't understand how a company at Google's size that was an early pioneer in AI can screw up this hard.

[Bence Csernak @bencium]

@DeryaTR_ This is the future of inbox

[Bence Csernak @bencium]

The era of one screen design for all users is over. UI should adapt to whether a user is in a hurry, inexperienced, or nervous. Designers become curators of AI-generated variations, not authors of fixed layouts.

[Bence Csernak @bencium]

Agentics Foundation London + Seattle https://t.co/I2qEZh3cR9