AI inference & GPU cloud
Wirkung
Everything has an algorithm
- 0community votes
- 0DR by Ahrefs no change since last check
Ahrefs Domain Rating signal 13 Nov 2026, signal shifted 3 Nov 2026.
Compiles data, models and computation into the shortest exact programs that produce them, and never computes the same thing twice.
What it is

Wirkung compiles data, models and computation into the shortest exact programs that produce them. The platform keeps everything known as an exact program and computes only the remainder, making each result progressively cheaper. A model's memory no longer depends on how much it reads, and every result is kept so requests that have been seen are answered immediately. Wirkung runs on the same principle across all systems: the Wirkung Engine for exact discovery, Constant-state attention for long context at fixed cost, HCGM for models running from storage, M-Rail for inference that remembers, and CPUDA/sGPU for portable execution. The platform also works directly with companies to compile data into personal instruction sets, creating digital twins of customers, fleets, cities or markets.
Systems
- Constant-state attention: models serve any context length from the same memory per request
- HCGM: models run from disk storage instead of memory
- M-Rail: context processed by a model can be reused instantly in future requests
- CPUDA/sGPU: run unmodified CUDA programs on CPUs with bit-identical results
- Organ grafting: transfer capabilities between models without training
- Personal instruction set (ISA) compiled on device from phone signals
- Population ISA: compile laws from many people without personal records
- Digital twins of customers, fleets, cities or markets
- Results identical across all machines and architectures
- Computation cost follows novelty not data size
Want to see what Wirkung does next? Follow them for milestones, new products and stories by email.
Wirkung metrics
Signal readout for wirku.ng: Ahrefs Domain Rating and Majestic link signals, arrows for the change since the last scan.
- 0 Domain Rating no change since last check
- 0 Trust Flow no change since last check
- 0 Citation Flow no change since last check
- 0 Referring domains no change since last check
- 0 External backlinks no change since last check
Ahrefs Domain Rating signal 13 Nov 2026, signal shifted 3 Nov 2026. Majestic signal 3 Nov 2026, signal shifted 3 Nov 2026. Link signals from Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.
Wirkung domain signal
Show the signal details
Public RDAP record, last read 13 Nov 2026, 01:07 UTC.
- Domain age 17 days
- Registered
- Expires
- Registrar DYNADOT INC
- DNSSEC Not signed
Wirkung post-launch signal
The record for Wirkung after its launch on Nexora Launch (3 November 2026), from the readings we keep.
- 0 Domain Rating (Ahrefs) no change since launch
at launch: 0 (3 Nov 2026); latest: 13 Nov 2026 - 0 Trust Flow (Majestic)
first measured 3 Nov 2026 - 0 Referring domains (Majestic)
first measured 3 Nov 2026
Day 9 since launch. Next receipt: day 30, 3 Dec 2026. A change here is a reading, not a claim about its cause; lots of things move these figures. Anything we do not measure is not shown.
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Quick answers
- How does Wirkung reduce computational costs?
- Wirkung keeps everything known as an exact program and computes only the remainder. Once found, the remainder becomes program too, making each result cheaper than the last. Cost follows novelty, not size.
- What is HCGM and how does it work?
- HCGM (Holographic Causal Graph Machine) converts a pretrained model into a graph on disk with a fixed-size state. The model no longer has to fit in memory and conversations can be closed and reopened exactly at any length.
- How does M-Rail improve inference efficiency?
- M-Rail remembers every context a model has processed and can take that route again instantly. A new request starts from the nearest known point, so cost follows novelty not length. Rails from many machines merge without changing outputs.
- What is the Personal ISA?
- The Personal ISA is an exact instruction set compiled on a device from signals a phone already records, such as movement, heart rate and sleep. Raw data never leaves the device; only the compiled program travels, and authentication comes from the person's own body constants.
Wirkung has a free listing. The owner can unlock the full profile with a paid launch for $5:
- Founder story (locked)
- Milestones (locked)
- Demo video (locked)
- Dofollow website link (locked)
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