Aesher is a new research, development, and deployment company building advanced computing infrastructure for compute-intensive problems.

We’re working to build a new class of high-performance computer architecture that targets complex and intensive computational problems with higher parallelism, fault-tolerance, and scalability than current systems.

We’re still in stealth but hiring actively for core roles in research and engineering. We build advanced capabilities and have intently written this site copy for opacity.

In our protocol timelines, we're focusing on:

• Our first-generation system, targeting a memory-compute architecture that combines specialized recongfigurability, novel algorithm design, custom circuit topologies, computational density, and advanced numerical methods.
• This system is built on top of Aesher’s circuit layer construct, which utilizes massive parallelism, accelerated math operations, seamless compute scalability, efficient data handling, and advanced physics-aware processor designs.

System-01’s thrust

• At the upper-bound of our mission (the most advanced, longer-term systems we're building toward), we’re approaching circuit integration and hardware abstraction that targets hard optimization problems on high-performance hardware.[1], [2] Often, but not necessarily always, these are optimization problems that fall within the NP-hard complexity class.

• At the medium-bound of our roadmap and timeline (technical capabilities we'll be deploying within 2-4 years), we’re focused on designing and deploying fully utility-ready architectures that are (i) not immoderately energy-inefficient and that have order of magnitude stronger (ii) noise and stochasticity resilience, (iii) asynchronous communication, and (iv) fine-grained parallelism.

• At the lower-bound (our entry-level systems with proven technology), our initial focus is implementing System-01’s architecture at small scale in a rad-hard form factor.

Prime hardware class

Our hardware plans for our early timelines are focused on chip architecture (an advanced reconfigurable SoC); specialized processors; high-bandwidth, low-latency memory systems; and software-defined accelerator fabrics.

We’re also targeting mediums for specialized data transfer protocols and high-performance physical interconnect constructs to support the communication patterns particular to the class of models and systems we’re developing.

Model-system problem class abstractions

We’re designing algorithmic structures on hardware and software architectures, targeting medium-bound capabilities (our intermediate technical milestones) for computationally intensive problems.

Our computational layer leverages high coherence processing across mathematical abstraction, computer hardware, and acceleration software for procedures like efficient factorization and time complexity reduction. This lets us enhance computational tractability by integrating a high-precision circuit layer construct, System-01’s runtime systems, and error mitigation through reliability engineering.

The future, always in motion, is not set

Aesher is a computation company. We have a focused, near-term research and engineering roadmap focused on building physical systems, and as we scale multimodality across our hardware systems, we'll be working intensely to enable consequential calculation, information processing, and multidimensional abstraction in our model and systems’ capabilities and performance specifications.

Our primary mandate acts in service to humanity and the Earth. Aesher funds its own capabilities privately and we anticipate needing to marshal substantial resources to fulfill our mission. We’re focused on deploying safe and powerful systems and products for broad benefit and think about actual utility in the infrastructure we make.

Time has flown on, and in its streams, a new force of wonder has come to be born, beckoning the sheer imperative to redefine the horizons of humanity’s capabilities.

Come do the best work of your life with us.