Anthropic announced it cut Claude Code's system prompt by more than 80% for the Claude 5 generation with no measurable regression on coding evals, urging developers to rely less on prompt engineering.…
A developer known as slvDev has run a 28.9-million-parameter language model on an ESP32-S3 microcontroller, an $8 chip with 512KB of SRAM, achieving 9.5 tokens per second for offline text generation. …
A developer known as slvDev has run a 28.9 million parameter language model on an ESP32-S3 microcontroller that costs about $8, generating text at roughly 9.5 tokens per second entirely on-device. The…
A developer known as slvDev_ has run a small language model on an Espressif Systems ESP32-S3 microcontroller costing under $8, using a technique called Per-Layer Embeddings to store most of the 28.9-m…
A developer has created WiFi-LLM, a system that runs a Llama-2-architecture model on an ESP32 microcontroller by streaming weights from a PC over WiFi, keeping the ESP32's RAM usage flat at around 110…
The Device Context Protocol (DCP) v0.3, hardware-validated on ESP32-WROOM-32 and ESP32-S3 boards, enables LLM agents to safely control physical devices using sub-50-byte frames and under 1 KB of RAM. …
A developer proposed PAL, an open standard that gives AI agents direct control over physical hardware via a Python REPL running on an ESP32-S3. The architecture splits real-time safety-critical operat…
M5Stack and its user community co-created StackChan, a kawaii AI desktop robot powered by an ESP32-S3 SoC with features including a 2.0-inch touch display, camera, servos, RGB LEDs, and NFC. The robot…
Two ESP32-S3 microcontrollers running a Llama-architecture language model have achieved the first multi-chip pipelined LLM inference on ESP32-class hardware, splitting layers across two boards connect…
The open-source XiaoZhi AI project, combined with the DFRobot ESP32-S3 AI Camera, enables a voice-controlled AI assistant that can see its surroundings, control hardware, and manage a calendar. The as…
The Arduino VENTUNO Q is a dual-brain edge AI board featuring a 40 TOPS NPU and a deterministic microcontroller that communicate via an RPC bridge, enabling local AI processing without cloud dependenc…