I was watching Junkyard Digs restore a barn-find tractor on YouTube and thinking about how far away cars still are from me. I can follow the logic when someone else explains it. I can appreciate the rhythm of diagnosis, repair, and getting a dead machine back into motion. But I do not yet speak the language well enough to put my own hands inside it with confidence. I think a lot of people live like that around machines.
The same is true for computers, except the gap is now being covered in a new way. AI agents step into technical spaces so seamlessly that the interface almost feels native, even when the understanding is not. You ask for something, the system responds in working code, and for a moment it can feel like you suddenly belong to a domain you have not actually mastered. That is not fake exactly, but it is borrowed fluency.
I am building a corpus browser for machine learning where I can reinforce the model with inline comments. That project sits directly inside this tension. I am not just using a tool. I am trying to shape the way a system learns while also learning what it means to guide it. The feedback loop is productive, but it also hides something important: participation now arrives earlier than mastery. You can steer before you fully understand the engine.
Maybe that is why another moment stayed with me. My Mercado guy opened up about moving to Sweden and about being Kurdish. Midsummer is tomorrow. There is something striking about thinking about Sweden's most Swedish ritual through the eyes of someone who arrived from somewhere else and had to learn the codes from the outside in. Not just the language, but the social grammar. What people celebrate. How they gather. What belongs to nostalgia, what belongs to performance, what belongs to actual belonging.
I do not mean that these situations are the same in any simple sense. Immigration, manual skill, technical literacy, and cultural adaptation are not interchangeable. But they do rhyme. In each case, a person is trying to enter a system that was already in motion before they arrived. They do not begin with mastery. They begin with fragments, cues, imitation, trust, and whatever handles they can find.
That may be a better way to describe much of modern life. Most of us are operating through partial literacy. We know enough to participate, not enough to fully explain. We borrow understanding from tutorials, colleagues, interfaces, social rituals, and now agents. Sometimes that is enough. Sometimes it is even beautiful. A society would not work without that kind of trust. But it also creates a strange condition where fluency can appear before comprehension.
Midsummer has that quality too. You can join before you fully understand what exactly you are joining. You show up, learn the timing, copy the gestures, pick up the songs, absorb the atmosphere. Maybe that is how belonging often works. Not as a clean moment of understanding, but as repeated participation until the thing becomes legible from the inside.
AI changes the stakes because it accelerates that feeling in technical domains. It gives people handles where before there were walls. That matters. A person who could never navigate code, infrastructure, or data workflows can now move through those spaces with something like confidence. But the confidence is often relational rather than internal. The system is carrying part of the fluency for you.
That is not necessarily a criticism. It may simply be the new normal. The real question is what kind of culture we build around it. Do we become more patient with partial literacy because we recognize it everywhere? Do we create better ways for people to move from imitation into understanding? Do we accept that belonging often starts as borrowed competence?
Maybe that is the connection between the tractor, the corpus browser, the AI agent, and a Kurd seeing Midsummer in Sweden. None of them are really about expertise alone. They are about entry. About learning how to stand close to a system without yet being native to it. About the fragile and necessary ways people cross into worlds that are not fully theirs yet.
There is no shame in that. In some sense, that is what culture is for. It gives us forms we can enter before we are ready.
For me, that form is also food. My grandfather, my Morfar, used to make his own Böckling. He is still here, but he does not make it anymore. That feels like a small light going out, with all the weight of memory still glowing around it. So maybe this is the next step in the same argument: not just borrow fluency, but pass it on.
Böckling is not just any smoked herring. On this coast, words matter. Baltic herring from Östersjön is a different fish tradition than larger herring from Nordsjön. Bigger smoked herring is good in its own way, but it is not Böckling in the sense I grew up with.
There is also a hard modern layer to this tradition. Baltic fish can carry contaminants from historical pollution, including dioxins, PCBs, and PFAS. That is real. It should not be hidden. At the same time, Swedish and Finnish food authorities still treat fish as nutritionally valuable for most people when consumed with normal variation and sensible frequency. Smaller herring are generally a lower-risk choice than larger, older fish.
So this is my way of ending: open source some culture.
Morfar's Böckling-Inspired Home Recipe
This is a practical home version for sharing the method and memory, not an industrial standard.
What you need
- 1 kg small Baltic herring, cleaned and gutted
- 1 liter cold water
- 60 g salt
- 20 g sugar
- 8 to 10 crushed allspice berries
- 2 bay leaves
- Alder chips or mild hardwood chips for smoking
Step 1: Brine
Stir salt and sugar into cold water until dissolved. Add allspice and bay leaves. Put fish in the brine for 6 to 10 hours in the fridge.
Step 2: Dry to tacky skin
Lift fish from brine, pat dry, and place on racks. Let them air-dry in a cool place or fridge until the surface turns slightly tacky, about 1 to 2 hours. This helps smoke adhesion.
Step 3: Smoke gently
Hot-smoke at about 70 to 85 C until fish are cooked through and golden, usually 45 to 90 minutes depending on size and smoker airflow. Keep smoke clean and light, not bitter and thick.
Step 4: Rest and store
Let fish cool. Eat warm with boiled potatoes, crispbread, red onion, dill, and browned butter, or chill and keep refrigerated for 2 to 3 days.
Safety and frequency note
Treat this as a traditional food to enjoy with variation, not as your only fish source. For children and women who are pregnant, planning pregnancy, or breastfeeding, follow current Livsmedelsverket guidance for Baltic fish frequency.
If this recipe survives, then a little bit of Morfar's knowledge survives too. But memory alone is not enough.
If we know why contaminants are there, and we know what would reduce them over time, then the real question is no longer technical. It is political, financial, and cultural. Do we actually want to fund a future where Baltic food traditions can be carried without apology, and where the next generation does not inherit our hesitation with every bite?
That is the edge I want to stand on now. Not only preserving a method, but backing a vision: a cleaner Baltic Sea, long-horizon cooperation, and infrastructure that treats restoration as a shared responsibility instead of a romantic wish.
This post started with borrowed fluency. It ends with a commitment to open source culture and finance its survival.
Next draft: the Baltic Sea vision, and what it would take to make it real.