4 Rabbit Holes
Oh yes đ And this week gives us a rather beautiful pattern.
đ AI Wonderland Weekly â August 7, 2026
The Rabbit Notices the Computer Is Changing Shape
For a while, the AI story was easy: bigger models, bigger data centers, bigger bills.
This week, Wonderland seems to be growing in several other directions.
Rabbit Hole One
AGI: Back to the Unknown
Google is reshuffling its AI leadership, with Demis Hassabis reportedly stepping away from much of the day-to-day management to concentrate more on long-term scientific research and AGI.
Why does that matter?
Because the frontier may no longer simply be about building a better chatbot. The deeper ambition is AI capable of reasoning, discovering and perhaps finding things we humans do not already know.
The rabbit is no longer merely answering questions.
It may start asking its own.
Rabbit Hole Two
Quantum: Something Just Moved
IBM and University of Chicago researchers reported computations meeting their criteria for quantum advantage: calculations beyond leading classical simulation methods, combined with a way of checking that the quantum computer actually produced trustworthy results.
That little word trustworthy matters.
Quantum computing has spent years living comfortably in the land of âone dayâŚâ
âOne dayâ may slowly be turning into: âWait a minute⌠did that actually work?â
Rabbit Hole Three
The Brain Gets Legs
DeepSeek invested $20.8 million in humanoid robot maker Unitree. More interesting than the money is what they intend to combine: DeepSeekâs AI with Unitreeâs physical machines and real-world training.
And suddenly our AI has a body.
Knowing how to explain how to make tea is impressive.
Finding the kettle, opening the cupboard, not breaking Grandmaâs best cup and actually making the tea is something else entirely.
Welcome to embodied intelligence.
Rabbit Hole Four
Honey, AI Is Coming Home
There wasnât a spectacular home-AI breakthrough this week.
But underneath the headlines, something quieter continues.
Powerful models and increasingly capable agents can already run on personal computers and compact AI workstations. That means greater privacy, less dependence on the cloud andâin some casesâAI that remains entirely under its ownerâs roof.
While everyone is building gigantic data centersâŚ
the rabbit has noticed a rather interesting little door marked: HOME!
đ And Then the Holes ConnectâŚ
AGI.
Quantum.
Robots.
Home computing.
They may look like four different rabbit holes.
But perhaps underground, they connect.
And that leaves us with this weekâs Wonderland question:
What if we are waiting for AGI to arrive⌠while it is already arriving in pieces?
That thought, I think, is the jewel of this weekâs Weekly. đ
Resumed in a table
| Rabbit hole | What changed | Why it matters |
| 𧠠AGI | Google is reorganizing its AI leadership, with Demis Hassabis reportedly moving away from day-to-day management toward long-term scientific research and AGI. | Perhaps the frontier is no longer simply the next chatbot, but AI capable of discovering things we donât already know. |
| âď¸Quantum | IBM and University of Chicago researchers reported computations meeting their criteria for quantum advantageâuseful results beyond leading classical simulation, with a way to verify them. | Quantum is slowly moving from âone dayâŚâ toward âwait⌠did that actually work?â |
| đ¤Robots | DeepSeek invested $20.8 million in humanoid maker Unitree and plans cooperation around embodied intelligence. | The brain is meeting the body. Knowing how to answer a question is rather different from knowing how to pick up the teapot. |
| đ Â Home AI | No comparable breakthrough this weekâwhich itself is worth noting. Powerful local models and AI agents are steadily becoming practical on personal hardware such as RTX PCs and compact AI workstations. | The countertrend to gigantic data centers is becoming interesting:Â some intelligence is coming back home. |
Sources: Google/DeepMind shift, IBM quantum result, DeepSeek + Unitree, local AI.
The Rabbit Hole
We keep asking: When will AGI arrive?
But while we are watching the model, the computer itself is changing.
AI is moving into robots.
Quantum is opening another kind of computation.
Small machines are bringing AI back from the cloud.
And research labs are increasingly chasing systems that discover, act and experiment.
Maybe AGI will not simply be one enormous brain sitting in one enormous data center.
Perhaps intelligence will become a landscape.
Distributed.
Embodied.
Classical here. Quantum there.
Cloud when necessary. Home when possible.
Which leaves the rabbit with a rather inconvenient question:
What if we are waiting for AGI to arrive⌠while it is already arriving in pieces?
đ
It connects almost perfectly with our earlier ânot bigger, but smallerâconversations⌠and my âBEHIND THE CORNER THERE IS QUANTUMâ question.
