computer science and AI research implementations

Recent window: last 5.3 months (2026-04-28 → 2026-10-06), compared with the prior 5.3 months.

horizontal · 81 members · Data as of 2026-10-09

These products provide experimental machine learning architectures, mathematical formalizations, low-level systems code, and hardware engineering tools. They are primarily used by AI researchers, mathematicians, and systems engineers exploring technical frontiers. Unlike commercial developer SaaS, this cluster is distinguished by its academic, low-level, and theoretical research focus.

Metrics

Stage: heating
Recent count: 64
Prior count: 14
Total count: 81
Momentum: 300.00
Attention: 0.49
Crowding: 0.25
Concentration: 0.83
Opportunity: 0.60

Opportunity components

Attention: 0.49
Low crowding: 0.75
Momentum (normalized): 1.00
Low concentration: 0.17

Source split

github: 47 (0.73)
hn: 14 (0.22)
ph: 3 (0.05)
yc: 0 (0.00)

Dominant source: github · Divergence: 0.73

Similar niches

computational algorithms and developer utilities (0.60)
llm inference and model optimization (0.58)
on-device AI runtimes and inference (0.56)
AI infrastructure and inference optimization (0.56)
3D design and spatial visualization tools (0.54)
creative coding and visual design tools (0.54)
voice AI and speech tools (0.54)
robotics simulation and embodied AI (0.51)

Monthly trajectory

Members

Name	Source	Upvotes ▼	Launched
recurrent-looped-tranformer	GITHUB	853	2026-09-12
electrical-engineering	GITHUB	416	2026-09-20
Covalent-MAS	GITHUB	337	2026-09-19
Duplicate 3 layers in a 24B LLM, logical deduction .22→.76. No training	HN	265	2026-03-18
MacMind	HN	159	2026-04-16
C99 implementation of new O(m log^(2/3) n) shortest path algorithm	HN	111	2026-02-23
A-Survey-on-Looped-Transformers	GITHUB	101	2026-09-09
integer-mult-bounds	GITHUB	96	2026-10-07
STEPQuant	GITHUB	57	2026-09-29
TurboGPT: train 22KiB transformer in 13s	HN	56	2026-09-29
An LLM-Powered Tool to Catch PCB Schematic Mistakes	HN	55	2025-11-28
RLT	GITHUB	51	2026-09-13
SHDL	HN	48	2026-01-28
GLiFormer	GITHUB	46	2026-09-11
spivak-lean	GITHUB	42	2026-09-26
TRiP	HN	38	2026-04-30
ComfyUI-YuE2	GITHUB	38	2026-09-10
ablation	GITHUB	31	2026-09-23
G1-Emu	GITHUB	30	2026-09-18
100t-DMA-FPGA-Based-RISC-V-SoC	GITHUB	29	2026-09-30
digislicer	GITHUB	26	2026-09-26
matrix-multiplication-all-fields	GITHUB	25	2026-10-07
Aha-Looped-Transformer	GITHUB	25	2026-09-15
Looped-DiT	GITHUB	25	2026-09-29
pocketvla	GITHUB	24	2026-09-10
Leica-Instant-for-haotian	GITHUB	24	2026-10-04
lua-deobfuscators	GITHUB	22	2026-09-12
pi-extensions	GITHUB	20	2026-10-03
algorithm-practice-roadmap	GITHUB	20	2026-09-27
MetaCog	GITHUB	19	2026-09-20
recurrent-transformer	GITHUB	18	2026-09-25
PhySpec	GITHUB	18	2026-09-10
A udev implementation in Guile Scheme	HN	17	2026-07-27
factorio-transformer	GITHUB	17	2026-10-04
Hierarchos-Native	GITHUB	17	2026-09-16
anno117_pipe_example	GITHUB	17	2026-09-17
Symbolic Circuit Distillation: prove program to LLM circuit equivalence	HN	16	2026-01-06
LossLess-Scaling	GITHUB	16	2026-10-01
nodered-industrial-automation	GITHUB	15	2026-09-29
Turbo-dLLM	GITHUB	15	2026-09-16
A tiny C program where an LLM rewires its DAG while running	HN	15	2026-05-05
pid-pressure-control	GITHUB	15	2026-09-29
RTI	GITHUB	14	2026-09-10
PoincareConjecture	GITHUB	13	2026-09-28
scaling-exponents	GITHUB	13	2026-09-15
mnist-from-scratch-to-pytorch	GITHUB	13	2026-09-13
FastLanes based integer compression in Zig	HN	12	2025-12-01
Flynt.js	HN	12	2026-08-16
awesome-bend	GITHUB	12	2026-09-18
understanding-opd-crosscoders	GITHUB	11	2026-09-28