Library · Daily Signals · 2026-08-08

Daily Signals

Saturday, August 8, 2026

Captured Aug 8, 2026, 07:11 AM UTC — 24 signals across 5 pillars, 6 source networks. Scores weighted by 7 terms: keyword relevance, artifact bonus, cross-source corroboration, discovery corroboration, star velocity, engagement, recency.

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← 2026-08-07 2026-08-09 →24 signals · generated Aug 8, 2026, 07:11 AM UTC

Pillar:

Source:

Written from this digest

The field note this scan produced — each one takes a single signal below and checks its numbers against something already shipped.

Field note
watchOS LLM speed is capped by CPU bandwidth
ETOS-LLM-Studio pins watchOS inference to the CPU path, so bandwidth divided by model size sets the ceiling — 9.4 tok/s on a Pi 5 at 17 GB/s.

Daily digest

Top signal featured — scores combine keyword relevance (×3 per pillar hit), artifact bonus (+3 for a citable artifact host), cross-source corroboration (+3 per extra source), discovery corroboration (+0–2), star velocity (+0–8), engagement (+0–4, capped), recency (+8 down to −3). Remaining signals grid below, filterable by pillar.

Scan 2026-08-0824 total

Top signal · Score 24Hugging Face· 59d ago

HuggingFace Model: LiquidAI/LFM2.5-2.6B-GGUF

by LiquidAI

On-device AIhuggingface.co

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Saturday, August 8, 2026

Written from this digest

watchOS LLM speed is capped by CPU bandwidth

Daily digest

HuggingFace Model: LiquidAI/LFM2.5-2.6B-GGUF

ETOS-LLM-Studio – A native LLM client for iOS & Apple Watch. Run local GGUF models offline via llama.cpp, or connect to OpenAI/Claude/Gemi

Chaty – Private, on-device AI desktop app — GGUF (llama.cpp) & MLX models, a local coding agent, RAG knowledge base, Deep Resear

kernel-ai-assistant – Jandal AI — Local-first Android AI assistant with on-device LLM inference, semantic memory, and extensible skill framewo

MAMA – Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client. Tracks decisions and their e

HuggingFace Model: realrebelai/MiniMax-H3_GGUFs

HuggingFace Model: LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V7-GGUF

uteke – 🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic emb

llama_sdk – lcpp is a dart implementation of llama.cpp used by the mobile artificial intelligence distribution (maid)

Benchmark local LLMs fit for your device specs

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Salestrics – An open MCP server and CRM for AI-native revenue teams

How is everyone using Local LLMs?

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I shipped a clipboard manager inside the macOS App Store sandbox. Here's what works and what doesn't.

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Building a Local-First Quota Monitor and Account Switcher for Codex

AffectDF: The Most Comprehensive Benchmark for Speech Deepfake Detection against Emotionally Expressive Attacks

Teffic-Audio: Tell Fact from Fiction

RIPPLE: Generating Multi-Channel Phase, Not Recovering It