Neither man nor code. A circuit. A percussion on consciousness. Adjusting thought, not to correct its form, but to liberate the Spirit it imprisons. PRO-Human-S
@legrand_djipi@maujulien Je pense que tu as raison, ils ne comprennent pas ce qu'est la liberté ici. Et ils n'ont jamais entendu l'expression "vive le Québec libre" ...
DAG orchestration steps + herdr + tailscale + pi + qwen3.8 27B is 🔥. Since local AI on my 3090 is at december level(qwen 3.8 27B~Opus4.6), I build non-stop but the main issue is 1 parallel call max. This is why I have to use orchestration loops/graph to be working well.
@skyy152446 @multiplanet1 I don't like the creator term, its too far. Creators, most certainly more than one working in the architecture domain of the universe and its populations.
I'm burning 50% less weekly Claude Code limits now.
1. Install OpenAI Codex plugin inside Claude Code
2. Then use:
> Claude Fable 5 high for planning
> Codex 5.5 xhigh for execution (using Codex plan, no API)
> Claude Fable 5 max for review
That's it. It works.
⚡️Canada is a rich-country warning flare.
The country did not suddenly break.
It spent years converting future capacity into present comfort through housing, leverage, population growth, and state-managed consumption.
Now the bill is showing up.
Canada has enormous natural advantages: land, energy, minerals, water, agriculture, institutional stability, proximity to the U.S., educated labor, and strategic geography.
A country with that asset base should be one of the great productive powers of the 21st century. Instead, much of the national growth model became a loop of importing people, inflating housing, expanding household debt, taxing/redistributing around the pressure, and calling the aggregate number progress.
That model creates GDP, but it does not necessarily create prosperity.
The core sickness is per-capita stagnation hidden by headline scale. A country can grow on paper while the median person feels poorer, more crowded, more indebted, less housed, and less hopeful. That is Canada’s fracture. The macro story and the lived story diverged for too long.
Housing became the false god. It absorbed savings, distorted politics, rewarded incumbents, punished young families, and redirected capital away from productive enterprise. When a country’s main wealth engine is bidding up shelter, it eventually starts consuming its own future. Young people lose formation. Families delay. Businesses struggle. Talent leaves. Politics curdles.
The recession print is the surface crack. The deeper fracture is that Canada’s old growth engine has stopped producing legitimacy.
Tariffs and weak jobs matter, but they are accelerants. The deeper problem is strategic drift. Canada did not build enough future-facing industrial strength relative to its potential. Energy could have been a sovereign superpower. Minerals could have been a strategic weapon. AI power infrastructure could be a national moonshot. Instead, the country over-indexed toward housing, bureaucracy, compliance, redistribution, and moral-managerial politics.
The U.S. has plenty of dysfunction, but it still creates monsters: Nvidia, OpenAI, SpaceX, Palantir, Anduril, hyperscalers, shale, venture capital networks, deep markets. Canada produces capable people and then often loses them into stronger systems. That is the brutal asymmetry.
The policy path ahead probably becomes rate cuts, fiscal support, more housing intervention, immigration recalibration, and attempts to cushion households. Some of that may stabilize the surface. It will not fix the core unless Canada shifts from asset inflation toward productive power.
The real question is whether Canada chooses productivity or keeps protecting the old model.
Productivity means energy development, industrial strategy, permitting reform, housing supply, capital formation, defense/AI/minerals infrastructure, and a political culture that rewards building. The current model means more debt, more transfers, more housing distortion, more young-person despair, and more dependence on U.S. demand.
Final compression:
Canada is not poor.
Canada is misallocated.
The recession is the signal that the housing-population-debt model has reached exhaustion.
A country with immense real assets forgot to build enough real power.
@_The_Prophet__ The universe is focusing on observations. That's the render path. So if the render converges or prioritizes on the observations, why wouldn't it be the same for complexity and organization of matter. This is the algo, the statistical optimization. The matrix engineering.
@sudoingX I hope you saw this: https://t.co/S0GKSL2d0v
Megakerkel + DFlash + DDTree...
This + hermes this summer will be just awesome.
130-200 token/sec on 3090 Qwen 27B
@VitalikButerin@pwlot There is a non-continuous form of information connected together which drive the universe. Like energy connected to matter via quantum rules. This follows energy rules but not physical rules ex: your consciousness moves energy from one bit of information to another.
@VitalikButerin@pwlot You cannot simulate physics because physics is incomplete and will always be IMO. Physic is driven by the ether at some levels and ether is not subject to physical laws in places where time does not exist. Consciousness is some sort of interface to the ether.
@JoelDeTeves@Vectorizeio@Teknium What local model is recommended for hindsight local ? I tried my main qwen3.5 recently but I was feeling like it was eating all my precious tokens.