Weeknotes 320 - managing AI agents teams

This week’s triggered thought is about new skills we will need to co-work with our AI team members. And more about our agentic future now.

Weeknotes 320 - managing AI agents teams
By Midjourney.

Hi, y’all!

This is the last newsletter of 2024. I am thinking about some slight adjustments to the format of the newsletter and also thinking about the ‘ecosystem’ of the newsletter, what to publish, where, and how it all fits together. But that is something for next week.

Looking back at 2024 - as one does at the end of the year, apparently - I drop some highlights here.

  • This was the first full year working as an independent.
  • The first quarter was dedicated to the report on proactive digital services and their relationship with poverty and debt prevention.
  • In the second and third quarters, I chose to shape the Wijkbot methodology as part of Cities of Things activities. I ran workshops, presented at conferences PublicSpaces, conducted more workshops at Afrikaanderwijk, worked with students at TU Delft, and extended the Wijkbot toolkit with funding from the Ecosystem of Systemic Co-design.
  • During this period, we also started shaping the 10-year celebration edition of ThingsCon, which is held in December. We chose the theme Generative Things, started planning the program, arranged for funding, etc.
  • I presented Generative Things at CleverFranke; we planned a Salon with the Human Values for Smarter Cities program.
  • The last quarter was dedicated to a new explorative research project at the Civic Interaction Design group at Amsterdam UAS. This will run into January this year and hopefully lead to follow-up research.
  • At Dutch Design Week, we organized a Salon, and I did two workshops on Generative Things at The Haguaster Next Level Engineering and Avans UAS Health by Design. With Wijkbot, I did a workshop at the Society 5.0 Festival.
  • And the last quarter was filled with a lot of work on ThingsCon organizing. It is officially a volunteer side project that takes more time than possible. Based on the responses, it was a great edition (and I feel so, too). Check the videos and photos if you have not done so yet.

So, in general, 2024 was a super productive year with developments of all kinds. Now bring a good balance in paid and non-paid gigs; I hope to bring that up to a healthy level in 2025 (you know how to reach me :-).

Next week it is time to have a peek into 2025.

Triggered thought

As we approach 2025, predictions for the new year are ramping up. We should prepare for a year when AI agents will become the new promise in the AI domain. And one of the 25 trends presented by the AI Daily Brief triggered a thought; how a new skill set is becoming essential for everyone: the ability to manage AI agents. These new agents aren't just tools; they're evolving into digital team members who require coordination, oversight, and strategic direction. This is especially true as we get dedicated agents for different tasks that combine skills to reach the goals.

It brings back a presentation (by Louise Heinrich at ThingsCon 2014 in Berlin, if I remember correctly) on conflicting IoT devices with algorithmic behavior and thresholds connected to their respective goals. Opening blinds, setting the airco, switching on the lights. What will happen when the goals are conflicting? It was a good prediction of a future that still needs to be rolled out, but with the AI agents, we might overcome the automated clashes with agents who are intelligent enough to start conversations to come to the best result.

That is the moment that managing the automated devices is not about setting the right threshold but being sure to be clear in your personal goals. This scenario brings to mind the concept of "co-performance" introduced by Keijer and Giaccardi back in 2018, I mentioned it before in this newsletter. They envisioned a future where humans and AI systems would work together as partners, each leveraging their unique strengths. Now, as we find ourselves on the cusp of that future, their insights seem more relevant than ever.

Co-performance isn't about delegating tasks to AI and stepping back. It's about active collaboration, where we guide our AI partners towards shared goals. It requires us to understand not just what our AI agents can do but how they can work together – and with us – most effectively.

As we navigate this new landscape, we must shift from viewing AI as mere tools to seeing them as collaborators. We need to develop skills in AI coordination, conflict resolution between agents, and strategic task allocation. In essence, we're all becoming managers in the AI era, orchestrating a team of digital assistants to enhance our daily lives and work.

The challenge—and the opportunity—lies in mastering this new form of management. By embracing co-performance principles and developing our agent-team management skills, we can create a productive partnership between human ingenuity and artificial intelligence. Enter the era of AI teamwork, where we are not a manager of the AI team but a cooperating foreman to achieve our shared goals.


For the subscribers or first-time readers (welcome!), thanks for joining! A short general intro: I am Iskander Smit, educated as an industrial design engineer, and have worked in digital technology all my life, with a particular interest in digital-physical interactions and a focus on human-tech intelligence co-performance. I like to (critically) explore the near future in the context of cities of things. And organising ThingsCon. I call Target_is_New my practice for making sense of unpredictable futures in human-AI partnerships. That is the lens I use to capture interesting news and share a paper every week.


Notions from the news

As mentioned, this is a week of looking back and forward.

Rao stopped doing it, though, replacing it with some broader horizon.

Mappy New Year
Where did we come from, where will we go?

There is a new kid in town that is performing better than ChatGPT, Claude, and is open source: DeepSeek v3 (is the name from before the genAI hype?)

DeepSeek V3: The best Open-source LLM
Better than Claude 3.5 Sonnet, GPT-4o, Llama3.1 405B

Human-AI partnerships

Are we ruling our AI tools or are they ruling us?

AI tools may soon manipulate people’s online decision-making, say researchers
Study predicts an ‘intention economy’ where companies bid for accurate predictions of human behaviour

Do we want to delegate our life?

Life Cannot Be Delegated
The Convivial Society: Vol. 5, No. 15

Robotic performances

Some new protocols by Anthropic for LLM app integration.

Anthropic Publishes Model Context Protocol Specification for LLM App Integration
Anthropic recently released their Model Context Protocol (MCP), an open standard describing a protocol for integrating external resources and tools with LLM apps. The release includes SDKs implementing the protocol, as well as an open-source repository of reference implementations of MCP.

Moving stuff. The tangible aspects of surfaces.

Magnetic shape-shifting surface can move stuff without grasping it
A “ferromagnetic elastomer” sheet can bulge and bend under magnetic influences.

How safe are these self-driving taxis? Compared to human-driven.

are waymo’s autonomous taxis safer than human-driven vehicles? new study says so
recent study claims that waymo’s autonomous taxis are safer than human-driven vehicles, with 90 percent fewer accidents that injured people.

Expect humanoid TikToks and Reels

Figure AI ships Figure 02 humanoid robots to a paying customer - The Robot Report
Figure AI founder Brett Adcock posted that the company’s Figure 02 humanoid robots are now earning revenue.
Nvidia’s next move: Powering humanoid robots | TechCrunch
The chipmaking giant Nvidia is leaning more heavily into robotics in 2025. More specifically, in the first half of the new year, confirms the Financial

Immersive connectedness

The new immersive Carplay is the returning promise that has not been delivered.

Apple promised next-gen CarPlay in 2024, so where is it?
The next CarPlay is still far away.

Moving AI to the things is immersive.

OpenAI’s “I, Robot” Moment: Why and How Sam Altman is Moving from Bits to Atoms
The strategic logic behind OpenAI’s quiet moves into hardware—and what it reveals about the future of AI in 2025

Tech societies

Are we ramping up for the battle of the supercomputers ahead of AGI?

Italian energy giant Eni cranks up world’s 5th most powerful supercomputer - SiliconANGLE
Italian energy giant Eni cranks up world’s 5th most powerful supercomputer - SiliconANGLE
Google CEO Pichai tells employees to gear up for big 2025: ‘The stakes are high’
In a meeting with employees, Google CEO Sundar Pichai set the stage for 2025, and the expected increase in competition, regulatory hurdles and AI advancements.

Some say that cryptography might be key in the coming years. And Quantum-Proof the holy grail. Some achievement.

https://spectrum.ieee.org/post-quantum-cryptography-2670649921

Power remains the Achilles heel of AI.

Bloomberg - Are you a robot?

And is AI the Achilles heel of smart contracts?

The Uniswap Revolution: AI-Driven Smart Contracts?
The Uniswap Revolution: AI-Driven Smart Contracts? - Bitcoin Perfect

The year-end and beginning

Also self-reflection is a category here

The things we got wrong in 2024 | Semafor
From Joe Biden’s mental acuity to the influence of X on the US presidential election.

VR in 2024. It did not really happen.

Even Apple wasn’t able to make VR headsets mainstream in 2024
Glasses seem like the way forward, but Apple might be a long ways away from making them.

Humanoids did. In a way.

2024: The year humanoids woke up - The Robot Report
Humanoids empowered by AI are coming, and the long-term market could be huge, Persona AI’s Nic Radford tells columnist Oliver Mitchell.

Wearables…? If it was a ring.

2024 in wearables: the year of the smart ring
2024 put a smart ring on it.

Agents were there already in 2024. Of course, also before.

2024 in Agents [LS Live! @ NeurIPS 2024]
Graham Neubig of CMU/AllHands returns to talk about the 8 problems of building AI Agents and how he created the reigning #1 SWE-Bench Full coding agent at OpenHands.

Read more:

The 2025 AI Engineering Reading List
We picked 50 paper/models/blogs across 10 fields in AI Eng: LLMs, Benchmarks, Prompting, RAG, Agents, CodeGen, Vision, Voice, Diffusion, Finetuning. If you’re starting from scratch, start here.

Betting on the predictions of AI.

Where will AI be at the end of 2027? A bet
We, Gary Marcus, author, scientist, and noted skeptic of generative AI, and Miles Brundage, an independent AI policy researcher who recently left OpenAI and is bullish on AI progress, have agreed to the following bet, at 10:1 odds, with criteria drawn from two earlier Substack essays by Gary that proposed criteria for

Paper for the week

Envisioning ecopolitical futures: Reading climate fiction as political theory

This article fosters this link by suggesting reading climate fiction as a political theory. (…)
The overarching argument is that reading climate fiction as political theory offers insight into envisioning just sustainable futures.

Sophia Hatzisavvidou, Envisioning ecopolitical futures: Reading climate fiction as political theory, Futures, Volume 163, 2024, 103456, ISSN 0016-3287, https://doi.org/10.1016/j.futures.2024.103456

Looking forward

Hope that I manage to revisit the format, I have some thoughts that I like to execute. Next week more.

And, of course, have a great party tonight, dancing on the volcano of 2025!

Enjoy your week!

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