Library · Daily Signals · 2026-08-14
Daily SignalsFriday, August 14, 2026
Captured Aug 14, 2026, 07:48 AM UTC — 16 signals across 6 pillars, 6 source networks. Scores weighted by 7 terms: keyword relevance, artifact bonus, cross-source corroboration, discovery corroboration, star velocity, engagement, recency.
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.
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.
Top signal · Score 17Bluesky· 12d ago
Product showcase: Is this image real? Slop or Not investigates Slop or Not is an AI text and image detector for iPhone and Mac that runs entirely offline, with no account required. It uses on-device AI models powered by
by hacker.at.thenote.app
Wikipedia pageviews·12d ago17
gemma-4-31B-it — google/gemma-4-31B-it
Signalhuggingface.co
Wikipedia pageviews·12d ago17
count-binface-clacton-game — count-binface-clacton-game
Signalgithub.com
Bluesky + Hacker News·12d ago16
Blog post about building bibliographic superwork clusters to help in catalog discovery. An experiment in using a local LLM to help label how books relate to each other: thisismattmiller.com/post/superwo...
Local LLMsthisismattmiller.com
GitHub·174d ago15
whichllm – Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not
Local LLMsgithub.com
Bluesky·12d ago14
Explore the different variants of the onChange() modifier in SwiftUI, including how to access old and new values, trigger the action on initial render, and run asynchronous code in the action closure: nilcoalescing.com/b
iOS craftnilcoalescing.com
Hacker News·12d ago13
Surfil On-device control plane for AI coding agents
On-device AIsurfil.com
Bluesky·12d ago13
Swift's auto-synthesized Hashable checks all properties for equality, which means two objects with the same ID but different timestamps can silently create near-duplicates in your sets. www.hackingwithswift.com/articles/
Metal · ANEhackingwithswift.com
GitHub·24d ago13
aif – On device Firewall for Coding and Personal Agents
On-device AIgithub.com
GitHub·147d ago13
cc-haha – Local-first cross-platform desktop workspace for Claude Code / agents: multi-agent, Git worktrees, code diffs, skill mar
Privacy-firstgithub.com
GitHub·174d ago13
Espresso – Train and run transformers directly on Apple's Neural Engine in Swift bypass coreml entirely
On-device AIgithub.com
GitHub·430d ago13
FluidAudio – Frontier CoreML audio models in your apps — text-to-speech, speech-to-text, voice activity detection, and speaker diariz
On-device AIgithub.com
Hacker News·12d ago12
Free private memory across every AI you use on-device
On-device AIsovseal.com
arXiv·14d ago11
CookVoice: Unified Framework for Style Controllable Multi-Modal Human Voice Generation
DSP · Audioarxiv.org
GitHub·280d ago11
kronk – Your personal engine for running open source models locally. Use Go for hardware accelerated local inference with llama.
Local LLMsgithub.com
Hugging Face·15d ago8
HF Paper: SKILLER: Language-Level Reinforcement Learning for Reusable Skill Extraction in Small Language Models
Local LLMshuggingface.co