Agents negotiating toward truth machines

The latest notions from the developments in human-AI partnerships (yes also DeepSeek), and thoughts triggered by lessons from the global south and blockchain reflections.

Agents negotiating toward truth machines
Midjourney interpretation

Weeknotes 325

Thanks for landing here and reading my weekly newsletter. If you are new here, have a more extended bio on targetisnew.com. This newsletter is my personal weekly reflection on the news of the past week, with a lens of understanding the unpredictable futures of human-ai co-performances in a context of full immersive connectedness and the impact on society, organizations, and design. Don’t hesitate to reach out if you want to know more or more specifically.


Hi all!

In the first term, I followed an email newsletter that did an overview every day of actions by Trump. I am not sure if it is restarted, but I don’t think I can handle it. What a terrible week again. But hopefully he will get push back

Let’s focus on other things… I am still tweaking the format. As the first month was quite busy, I always ran into the problem of having too little time while typing this. Last week I introduced the links to the references directly with the text. Today I use a slightly different layout for the headings and links. Hope you like it. Let me know what you think after a month in this new setup.

What did happen last week?

Every week, I try to keep this short. Not always successful. Last week, I worked a lot on the last sprint (iteration) of the research report on civic protocol economies (this project). I visited one movie on VHS culture that is recommended if you are nostalgic (my Letterboxd review). And the Safe.SelfSense installation/movie in WORM UBIK was very nice too (IFFR link). I was at a packed evening on democracies in AI; also, see this week’s Triggered Thought (link event page). And I got some time to start planning the next iteration of exhibitions of “Generative Things” and RIOT (more later this week).

What did I notice last week?

Last week’s DeepSeek saga continued with numerous more reflecting articles, wonder what it actually means. And downplaying the quality a bit, and the cheapness a lot. As also mentioned last week, it mainly tells a lot about the unstable market of AI on the one hand, and is it real nice hint towards the next iteration in our interactions with AI. The design angle is nicely described by Platformer and LukeW.>.>.>.>.>.

The performance of DeepSeek was also tested in different forms. The Chinese roots became clear in how it censors the answers, like informing about Ai Weiwei.>.>.>

Perplexity announced on Monday that DeepSeek is part of their engine on EU servers and without censorship.>.

OpenAI released the o3 mini as expected to counter the DeepSeek sentiment and remains introducing new functionality.>.>.

Comparing AI assistants, this will definitely become common.>.>.

Ethan Mollick is framing it as the end of the search and the beginning of the research. Reasoning models will generalize Nathan Lambert explains.>.>.

AI is an excuse to create a distance between those with power and those their power touches. Is the human in the loop a need or a distraction?.>.>.>.

What will the impact of synthetic agents on social platforms like Reddit? Is the Myspace moment near? Same for research papers.>.>.

In other news, an interesting report on two decades of digital commons policies in the EU.>.

Hands-on research; add AIs to robots to let them understand the world.>.

Jevons paradox is a hot reference nowadays. And copyright issues: can generated data be copyrighted?.>.

More on robotics, immersive connectedness, and tech societies, below.

This week’s Triggered Thought

Sometimes, you feel that some notions should be combined, even if they do not seem directly related. This week, I had this with two things I attended, and both triggered thoughts and things to chew on. But I think they might have a connection somewhere too. So let me first briefly explain them separately.

Last Wednesday, I attended a night on Democracies in the age of AI. Super relevant, and I was happy to see the room was packed with engaged people. The first speaker was Payal Arora, and she had a slightly different take on the role of AI for humans. She presented a perspective on AI's role in the Global South. Arora, known for her work on "the next billion users," highlighted how young people in Global South might value AI differently compared to typical Western norms and fears. Her optimistic outlook, “From Pessimism to Promise,” suggests that AI could serve as an equalizer, empowering individuals who are historically marginalized or constrained by tradition. She divided it into three elements: (1) breaking down of digital divide; the leapfrogging skipping into mobile technology as a primary computing tool; are they more digital native? (2) algorithms of aspiration, not for oppression. (3) surveillance of care. Generative AI is used to create pictures that are not traceable to real people but express other things.

Then, this Monday, I attended the PhD defense of Inte Gloerich. Her topic: Is Blockchain a Truth Machine, or with the full title: Reimagining the Truth Machine - Blockchain Imaginaries between the Rational and the More-than-Rational. (PDF) “The dissertation examines how blockchain is often presented as a technology capable of producing a new, objective, and reliable record of truth, a "neutral" system free from human corruption. However, Gloerich argues that this view obscures the social, cultural, and political influences shaping technology's use and impact.”

On the surface you would read the two as contraries; the optimistic look of Arora is countered with the case of problematic tech worshipping that Gloerich is making. At the same time are both focusing on a more care-oriented relational-driven approach.

Chasing a truth machine is blocking relational-based practice. If we are looking for mutual understanding, then we need negotiation; we need to compromise, not absolute truth. We need to make machines for mutual understanding. What role can agents play? How do we preserve human agency? Agents of aspiration and care to connect it to Arora.

This might be an insightful paper this week

Gu, E. H., Chandrasegaran, S., & Lloyd, P. (2025). Synthetic users: insights from designers’ interactions with persona-based chatbots. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 39. https://doi.org/10.1017/S0890060424000283

In this paper, we introduce the term “Synthetic User”to describe such representations of personas that are informed by traditional data and augmented by synthetic data. We study the effect of one example of such a Synthetic User – embodied as a chatbot – on the designers’ process, outcome, and their perception of the persona using a between-subjects study comparing it to a traditional persona summary.

What are the plans for the coming week?

The International Film Festival Rotterdam is always in the agenda. Will be seeing five movies this week at least.

Students of The Hague University of Applied Sciences Master Next Level Engineering have been working on a concept for the Wijkbot and presenting this at their end expo in Delft on Thursday. At the same time, there is an interesting little event in Utrecht (and online) on “Reimagining Techno-Futures Through Creative Practice,” organized by Inte Gloerich, who just has had her PhD defense this Monday. And General Seminar is back; these events, organized by Julian Bleecker of Near Future Laboratory, are a lovely form to dive a bit deeper into topics with new people from around the world. I have to say that the tickets have gained a lot in price over the years…

And if you are into Key Value Indicators, this a possible (online) workshop for you.

References with the notions

Human-AI partnerships

The End of Search, The Beginning of Research
The first narrow agents are here
How does DeepSeek R1 really fare against OpenAI’s best reasoning models?
We run the LLMs through a gauntlet of tests, from creative writing to complex instruction.
The Fallout From DeepSeek
Plus: The case for selfish software
AI as electricity, AI as magic
The message hidden inside DeepSeek’s R1
DeepSeek is also a design story
The company’s decision to expose chain of thought is a surprise hit — and a reminder of how far AI product teams have left to go
LukeW | Do All AI Models Need To Be Assistants?
While most AI models default to a “helpful assistant” mode, different dialogue frameworks could enable new kinds of AI interactions or capabilities. Here’s how…
LukeW | Improving AI Models Through Inference Scaling
In her Inference Scaling: A New Frontier for AI Capabilities presentation at Sutter Hill Ventures, Azalia Mirohosfini shared her team’s research showing that gi…
AI Narratives: the Will to Power
Using CLA to Open New Futures
The human in the loop
Human assessment in the age of AI
The Problem With AI That’s Too Human
Why we need to break out of skeuomorphic patterns of thinking about AI

DeepSeek, ChatGPT, Grok … which is the best AI assistant? We put them to the test

Who Wins the AI Agent Battle?
What OpenAI’s Operator tells us about what comes next in artificial intelligence
OpenAI’s new agent can compile detailed reports on practically any topic
In just minutes, Deep Research can produce reports that would take humans “tens of hours” to complete.
Why reasoning models will generalize
People underestimate the long-term potential of “reasoning.”

Robotic performances

To help AIs understand the world, researchers put them in a robot
There’s a difference between knowing a word and knowing a concept.
UC Berkeley’s AI-powered robot learns Jenga whipping
UC Berkeley researchers devised a fast and precise way to teach robots tasks like assembling a motherboard or an IKEA drawer.
Top 10 robotics developments of January 2025
Large funding rounds, product announcements, and highlights from CES were just some of the top robotics news of January 2025.
Elon Musk says Tesla aims to build 10,000 Optimus robots this year
Elon Musk says that Tesla aims to build 10,000 Optimus robots this year, but he admits that it is an…
China’s humanoid robots dance at Spring Festival Gala impresses overseas social media users
A Yangge folk dance performed by robots during the Spring Festival Gala of the Year of the Snake on Tuesday night has vowed users of some overseas social media, as the performance, using an innovative approach, blended cultural heritage with cutting-edge technology.

Immersive connectedness

Quantum-inspired algorithm could enable better weather forecasts
An algorithm inspired by quantum computers but used on classical machines can make weather forecasts and other turbulence simulations a thousand times easier to run
New technology could make fridges cheaper and more eco-friendly
Using thermogalvanic technology as cooling mechanism may significantly reduce power usage, research says

Tech societies

DeepSeek: what it means and what happens next
if you only read one thing, read this interview
“Who Is Ai Weiwei?” DeepSeek Refuses to Say
The AI’s responses to queries related to dissident artists and artistic freedom were terse and biased in favor of the Chinese government.
DeepSeek advances could heighten safety risk, says ‘godfather’ of AI
Yoshua Bengio says competition in field could mean danger, as international panel points to AI’s malicious potential
You Can Use an Uncensored Version of DeepSeek Through Perplexity
DeepSeek is riding high on a wave of AI hype—but there are questions about censorship and data privacy around the Chinese app. Using DeepSeek in Perplexity gets around those concerns.
How DeepSeek ripped up the AI playbook—and why everyone’s going to follow its lead
The Chinese firm has pulled back the curtain to expose how the top labs may be building their next-generation models. Now things get interesting.
Some simple lessons from China’s big AI breakthrough
Preventing LLM technology from spreading is a futile effort, but export controls can still work.
Report: DeepSeek’s chat histories and internal data were publicly exposed
Wiz researchers found many similarities to OpenAI with their escalated access.
Bogus research is undermining good science, slowing lifesaving research
There may be several hundred thousand fake scientific papers in circulation.

https://spectrum.ieee.org/coding-ai

Deep Impact
Soundtrack: The Hives — Hate To Say I Told You So In the last week or so, but especially over the weekend, the entire generative AI industry has been thrown into chaos. This won’t be a lengthy, technical write-up — although there will be some inevitable technical complexities, just because the
Is This How Reddit Ends?
The site has become a reservoir of humanity on the web. Now it, too, is turning to AI.
From Open Access to Collective Governance – Open Future
This research report analyzes the EU’s policy evolution from early open access initiatives to current digital infrastructure governance and offers recommendations for future policy direction.
AI to revolutionise fundamental physics and ‘could show how universe will end’
Exclusive: Cern’s next director general Mark Thomson says AI is paving the way for huge advances in particle physics
Ken M. on LinkedIn: Marketing in the Age of AI Agents: Who Are We Advertising To?🧍🏻or 🤖… | 22 comments
Marketing in the Age of AI Agents: Who Are We Advertising To?🧍🏻or 🤖 TL;DR: AI will kill old advertising models, and brands must learn to market to AI… | 22 comments on LinkedIn

Nice things

new film showcases MAD architects’ vision behind fenix museum of migration in rotterdam
the film illustrates a behind-the-scenes look into MAD architects’ creative journey behind rotterdam’s fenix museum of migration.
Pebble Founder Eric Migicovsky Is Bringing It Back
The whole tech world needs more projects that aren’t trying to become billion- (let alone trillion-) dollar ideas, but are happily shooting for success as million-dollar ideas (or less!).
The Public Domain Image Archive
The Public Domain Review (a true gem of the web) has launched The Public Domain Image Archive, “a curated collection of mo

See you next week!

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