So a #Lora cardtracker suits also for #aviation collision avoidance? 😍
https://github.com/lyusupov/SoftRF/wiki/Card-Edition

#seedstudio #adsb #meshtastic #softrf #flarm

A maker built a #LoRa bridge using low cost #Meshtastic radios to control #HomeAssistant when internet or cellular is down. Encrypted LoRa sends commands and sensor data via HA’s REST API, enabling lights, TTS, cameras, & more across 1 to 3 km. https://old.reddit.com/r/homeassistant/comments/1r8ftc0/i_control_my_home_assistant_over_lora_radio_when/

#IoT

What happens when 5 LoRa nodes transmit in rhythm?
I ran the experiment.
Collisions, logging behavior, SD quirks, and packet gap analysis.
Details + scripts:
https://salemdata.net/johnpress/?p=506

#LoRa #Meshtastic #TBeam #RF #OpenSource

[ACE-Step-1.5 - 유료 서비스를 능가하는 로컬 음악 생성 모델

ACE-Step-1.5는 상용 수준의 음악 생성 품질을 일반 소비자 하드웨어에서도 구현한 오픈소스 음악 생성 모델로, LoRA 기반 개인화 학습, 다양한 기능, 멀티플랫폼 호환성, 그리고 MIT 라이선스를 제공합니다.

https://news.hada.io/topic?id=26791

#musicgeneration #opensource #lora #aigeneratedcontent #multimodalai

Как изменилась индустрия AI Security за 2025 год?

В начале 2026 года мы ( авторы телеграм-каналов по безопасности ИИ ) собрались, чтобы подвести итоги прошедшего года и обсудить, куда движется безопасность ИИ в общем и целом. Разговор получился честным, на наш взгляд. Участники дискуссии - Я, Артём Семенов , автор PWN AI ; Борис Захир , автор канала Борис_ь с ml ; Евгений Кокуйкин , создатель HiveTrace и автор канала Евгений Кокуйкин - Raft ; и Владислав Тушканов , исследователь безопасности LLM и компьютерный лингвист, автор канала llm security и каланы . Ниже мы хотим рассказать вам о том что обсуждали на стриме и к чему мы пришли. Про гардрейлы, стоимость атак, LoRA-бэкдоры, угрозы ИИ-агентов и почему каждый подход к защите - компромисс.

https://habr.com/ru/articles/1000736/

#AI_Security #LLM #prompt_injection #guardrails #red_teaming #MLSecOps #alignment #агентные_системы #LoRA #безопасность_ИИ

Pruna AI (@PrunaAI)

End-to-end 튜토리얼: Replicate의 P-Image-Edit를 사용해 1시간 내에 $10 미만으로 이미지 편집용 LoRA를 학습시키는 방법을 설명합니다. 학습 페어 생성, 데이터 포맷 정리, 트레이닝 엔드포인트 호출, 가중치(huggingface) 업로드 등 실습 단계가 포함되어 있어 실무 적용에 유용합니다.

https://x.com/PrunaAI/status/2023729151144800731

#lora #replicate #huggingface #imageediting #training

≪ ESP32-S3 ePaper 1.54" (Waveshare) ≫

Schön anzusehen ist wohl alles, was mit ihm zurzeit möglich ist. Aber der Geogram-Entwickler arbeitet bereits an der Firmware. Ich hatte das Device nur schon im Voraus bestellt. 😀

🔗 https://github.com/geograms/geogram/blob/main/wiki/ESP32-Devices-and-Firmware.md#esp32-s3-epaper-154-waveshare

#Geogram #Messenger #Kommunikation #Notfallkommunikation #Mesh #LoRa #WiFi #ESP32

Where is LoRa technology headed with regard to Meshtastic versus Meshcore?

I was recently going to buy and set up a couple of Meshtastic nodes/repeaters but decided to wait as I get the impression that Meshcore is gaining consensus as the better technology.

I'm aware that most LoRa electronics can be flashed with either, but I see no point in going too far down the path of learning about one, only to have to switch to the other.

#LoRa
#Meshtastic
#Meshcore

📡 Hack the ionosphere! 📡

Tonight at @BristolHackspace from about 6pm, a group of us are getting together to FAFO with #radio. Come along, share your ideas, get projects going, get help with studying, play about with propagation, make an antenna, hack some old kit, or whatever you want to do.

We don't do talks, but the most likely topic tonight is ISM-band mesh networking over #LoRa (#Meshtastic, #MeshCore, etc). See you there!