No one wakes up one morning and decides to call their eyes “the edge.” The retina is no peripheral sensor bolted onto the brain, it grows out of the developing forebrain and it computes before…
A BrainChip AKD1500 in our racks spent this week teaching itself to tell things apart. That was the first step for what follows after the LLM/CUDA work I did last week. Nobody labelled anything for…
There is a recording of Down in the River to Pray made at the Shenandoah Christian Music Camp that I have gone back to more times than I can count. So many voices, four parts,…
Seventy demonstrations ran between December 2025 and July 2026. All of them sat on BrainChip Akida neuromorphic silicon and a heterogeneous compute ontology assembled from IBM Spectrum Symphony, IBM Spectrum LSF, and IBM Storage Scale,…
Two questions follow any system that acts on its own. How do you know it works? Where are the guardrails? A demonstration usually answers the first question. Something runs, in front of you, under conditions…
Judging a brick and concluding that cathedrals are impossible is a paradigm problem, not a finding about masonry. Some version of that error appears in many published assessments of neuromorphic computing. Measure one component alone,…
Great enterprise architecture has always come down to one thing: putting the right technology against the right problem. Real problems are rarely one shape. They mix control, reasoning, memory, and sensing. Each part is solved…
The service started as a Symphony-managed BrainChip Akida inference component serving a single team. Today the same service operates as a multi-tenant neuromorphic inference fabric supporting twelve domains with room for more, multiple sensor modalities,…
Lately, a number of companies have been citing AI productivity gains as the reason to let senior people go, replacing them with younger, cheaper hires, sometimes three for one. I’ve watched it happen to people…
April 17, 2026 The defense AI market is consolidating and fragmenting simultaneously. The standard explanation treats the pattern as a contradiction requiring resolution. The application layer compresses as platform players acquire their way toward vertical…