Optimnl

[Optimnl @Optimnl]

📷 Optim: camera firmware engineering.

ISP tuning that holds at dusk. H.265/AV1 on Ambarella CV5. ONVIF profiles S/T/M/G conformance. WebRTC · SRT. Smart-codec: 40–60% bitrate cut on the same scene.

Signed boot, TLS 1.3 management, NVR pairing.

https://t.co/oBtWeIz4vU

#camera #firmware #ONVIF #AV1

[Optimnl @Optimnl]

@iamlukethedev nevermind, i see its an overlay, its running now... nice ui ill do some testing

[Optimnl @Optimnl]

@iamlukethedev Im already running hermes on fedora with hyprland, can i just run the extracted tarball installer ?

[Optimnl @Optimnl]

🧩 AETHER: seven components, one binary.

Hermes · Meridian · Pheme · Prometheus · Argus · Aegis · Experience Index — async channels inside one process and one Helm chart.

1 binary replaces 15 services.
10 protocols spoken natively.
0 service mesh hops.

https://t.co/psg1gbW8Sg

#aether #networking #rust

[Optimnl @Optimnl]

@CaryPalmerr @PrismML no worries, i had claude fix it :)

[Optimnl @Optimnl]

🐧 Optim: wireless firmware on contract.

OpenWrt · OpenWiFi · prplOS · RDK-B at carrier scale — MediaTek Filogic, Qualcomm IPQ, Broadcom BCM. Bring-up, BSP, radio tuning, EasyMesh, signed OTA. Bring-up to sustaining, one team.

Wi-Fi 7: 320 MHz · MLO STR + EMLSR.
OTA in health-gated rings 5→25→100%.

https://t.co/YT6lZ2cKlL

#OpenWrt #OpenWiFi #prplOS #RDKB

[Optimnl @Optimnl]

llama serve -hf ggml-org/Qwen3.8-27B-GGUF:Q4_K_M -hfd ggml-org/Qwen3.8-27B-GGUF:Q4_0 --spec-default --spec-type draft-mtp --ctx-size 196608 --cache-type-k q8_0 --cache-type-v q8_0 --reasoning-preserve --fit off --agent --reasoning-budget 4096
ggml_backend_cuda_buffer_type_alloc_buffer: allocating 6528.00 MiB on device 0: cudaMalloc failed: out of memory

rtx3090 and 64Gb ram in the box... NOPE!

[Optimnl @Optimnl]

A 35B MoE model (22 GB) on a 16 GB laptop GPU, faster than llama.cpp on the same machine:

133 vs 84 tok/s decode
2576 vs 1564 tok/s on a 13k prompt
98 vs 172 ms first token

Rust → PTX kernels, no nvcc. Open source.

https://t.co/qOBvf50RGm

#AI #Rust #CUDA

[Optimnl @Optimnl]

📶 Your Wi-Fi already knows the room.

Aether reads motion, breathing, heart-rate and fall candidates from the links the mesh already maintains — RSSI on every chipset, CSI where the radio can capture it. No camera, no extra radio, off until the household enables it on the device.

Fall and vitals are candidates with a confidence, not a medical measurement.

https://t.co/Av1nTh2ZVb

#Aether #WiFiSensing #privacy

[Optimnl @Optimnl]

🧠 alive: a model that lives in the process that runs it.

It writes its own capabilities into the image, records every turn, trains on that record — and keeps weights only when a frozen evaluator it cannot read accepts them.

7 learn cycles judged. 6 adapters adopted (gen91→gen256), 2 refused — both because the rule scored up while the held-out set did not follow.

Journalled, reversible, sha256-pinned. Rust → wasm, zero grants.

https://t.co/NzCv074Ijw

#AI #Rust #CUDA

[Optimnl @Optimnl]

@MaximeRivest trained with what and what model, you say nothing about it, other then make a claim

[Optimnl @Optimnl]

@bozad69 @MaximeRivest trained with what and what model, you say nothing about it, other then make a claim

[Optimnl @Optimnl]

🏔️ GLACIER AI EWS: detect, route, audit.

Near-field seismic + mmWave radar + LoRa mesh. Detection from arrival times at ≥3 stations — a station reports when, never where.

693 bytes cross a border: signed, derived fields only, who-was-told recorded.

Validated on Bondo 2017 (6.5 km) and Blatten 2025 (10.0 km) — both European, from open FDSN records. Precursors are a research track, not a product claim.

https://t.co/HhkY11gSbD

#glacier #himalaya #seismic

[Optimnl @Optimnl]

🐴 AETHER: replace seven stacks with one platform.

OpenWrt · QSDK · RDK-B · OpenWiFi · prplOS · Plume · Xmidt — one binary speaking every protocol natively, so fleet, mesh, events, DNS security and QoE are one control plane.

~$0.30/device/mo. No AI tax.

https://t.co/Av1nTh2ZVb

#aether #OpenWrt #RDKB

[Optimnl @Optimnl]

🏔️ OPTIM ENTERPRISES: sovereign infrastructure, carrier-grade engineering.

Managed sovereign IaaS · cloud NVR · private LLM · managed eCommerce · global ACS (4.21M devices) — plus the wireless and camera firmware underneath.

AS207819 · 6 PoPs · own PKI · one accountability line.

https://t.co/FifyqfkxtG

#optimcloud #sovereign #telco

[Optimnl @Optimnl]

📡 Not every managed device is a router.

MQTT and LwM2M/CoAP adapters put sensors, hubs and cameras into Aether's same device list, tenancy and audit rules. QoS 2 on alert topics — alerts arrive exactly once.

Cross-border: 693 bytes, derived fields only. Arrival times, never raw waveforms.

https://t.co/pWMhHsIrrL

#Aether #IoT #MQTT

[Optimnl @Optimnl]

@DataChaz nope, it doesnt do things properly, itll tell you what models fit, but doesnt measure their overhead on cards and host. i had hopes for it but it isnt really honest about what will actually work on the host/card

[Optimnl @Optimnl]

🛒 Managed storefront: headless commerce we wire up, host and operate.

Stripe · Adyen · PayPal. Multi-currency and tax regions. ERP webhooks for orders, stock, refunds. On sovereign clusters, EU-resident.

Boring infrastructure, on 24/7 on-call.

https://t.co/oE54oBovds

#ecommerce #Headless #Stripe

[Optimnl @Optimnl]

📊 A Wi-Fi score support can act on.

One 0–100 number per household, rolled up client → AP → home across five dimensions — and it never arrives bare: every score carries the dimensions behind it and the reasons it is not 100.

The first question on a call becomes which link to fix.

https://t.co/psg1gbW8Sg

#Aether #WiFi #QoE