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Config example:",[3690,3691,3695],"pre",{"className":3692,"code":3693,"language":3694,"meta":40,"style":40},"language-yaml shiki shiki-themes github-light github-dark","model: porcupine\nwakeword: \"your-agent\"\nthreshold: 0.5\n","yaml",[3678,3696,3697,3714,3724],{"__ignoreMap":40},[3698,3699,3702,3706,3710],"span",{"class":3700,"line":3701},"line",1,[3698,3703,3705],{"class":3704},"s9eBZ","model",[3698,3707,3709],{"class":3708},"sVt8B",": ",[3698,3711,3713],{"class":3712},"sZZnC","porcupine\n",[3698,3715,3716,3719,3721],{"class":3700,"line":41},[3698,3717,3718],{"class":3704},"wakeword",[3698,3720,3709],{"class":3708},[3698,3722,3723],{"class":3712},"\"your-agent\"\n",[3698,3725,3727,3730,3732],{"class":3700,"line":3726},3,[3698,3728,3729],{"class":3704},"threshold",[3698,3731,3709],{"class":3708},[3698,3733,3735],{"class":3734},"sj4cs","0.5\n",[22,3737,3738],{},"This low-latency setup (under 200ms) avoids cloud roundtrips for detection. Trade-off: initial training takes minutes on CPU, but runs inference at 10ms\u002Fframe. Integrates via LiveKit SDKs for JS\u002FPython, no PhD in audio ML needed—beats proprietary lock-in from Alexa\u002FSiri.",[17,3740,3742],{"id":3741},"user-impact-40-happier-production-ready","User Impact: 40% Happier, Production-Ready",[22,3744,3745],{},"Adding wake words turned frustrating activations into seamless UX, with 40% more users reporting high satisfaction. It unlocks ambient computing: agents wake contextually without interrupting flow. For production, monitor false accept\u002Freject rates (aim \u003C0.1% FA); fine-tune threshold per environment. This isn't hype—it's the missing layer shipping hands-free AI today.",[3747,3748,3749],"style",{},"html pre.shiki code .s9eBZ, html code.shiki .s9eBZ{--shiki-default:#22863A;--shiki-dark:#85E89D}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":40,"searchDepth":41,"depth":41,"links":3751},[3752,3753,3754],{"id":3672,"depth":41,"text":3673},{"id":3684,"depth":41,"text":3685},{"id":3741,"depth":41,"text":3742},[],{"content_references":3757,"triage":3766},[3758,3761,3764],{"type":3759,"title":3680,"context":3760},"tool","recommended",{"type":3759,"title":3762,"context":3763},"Silero VAD","mentioned",{"type":3759,"title":3765,"context":3763},"WebRTC VAD",{"relevance":54,"novelty":55,"quality":55,"actionability":54,"composite":56,"reasoning":3767},"Category: AI & LLMs. The article provides a practical solution for improving voice AI activation through custom wake words, addressing a specific pain point of false positives in voice activation. It includes actionable steps for integration and configuration, making it highly relevant for developers looking to enhance user experience in AI products.","\u002Fsummaries\u002F350b7001f3e8ead7-wake-words-fix-voice-ai-activation-ux-summary","2026-04-18 23:01:01","2026-04-19 01:22:15",{"title":3662,"description":40},{"loc":3768},"350b7001f3e8ead7","Towards AI","https:\u002F\u002Fpub.towardsai.net\u002Fthese-are-the-missing-ux-layer-for-your-advanced-voice-ai-agents-ae4d95372d6a?source=rss----98111c9905da---4","summaries\u002F350b7001f3e8ead7-wake-words-fix-voice-ai-activation-ux-summary",[70,69],"Ditch VAD or buttons for LiveKit’s open-source wakeword library: train custom wake words from YAML, slash false positives 100x, integrate into voice agents fast, and make 40% more users happy.",[],"Luc9f0YixZGdld0wEm75AA08QThcC3wPcerMPNtelMQ",{"id":3782,"title":3783,"ai":3784,"body":3789,"categories":3809,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":3810,"navigation":58,"path":3811,"published_at":3812,"question":48,"scraped_at":48,"seo":3813,"sitemap":3814,"source_id":3815,"source_name":3816,"source_type":65,"source_url":3817,"stem":3818,"tags":3819,"thumbnail_url":48,"tldr":3820,"tweet":48,"unknown_tags":3821,"__hash__":3822},"summaries\u002Fsummaries\u002Fteaser-promises-7-agentic-browser-secrets-for-prod-summary.md","Teaser Promises 7 Agentic Browser Secrets for Productivity",{"provider":7,"model":8,"input_tokens":3785,"output_tokens":3786,"processing_time_ms":3787,"cost_usd":3788},3412,1068,11739,0.0011939,{"type":14,"value":3790,"toc":3805},[3791,3795,3798,3802],[17,3792,3794],{"id":3793},"content-limited-to-hype-teaser","Content Limited to Hype Teaser",[22,3796,3797],{},"This extraction from an RSS feed contains only a title—'7 Hidden Agentic Browser Secrets: Future-Proof Your Workflow by 2026'—and a brief teaser: 'Unmasking the AI Tools Everyone’s Ignoring to 10X Your Productivity.' It links to a full Medium article but includes no extracted body, examples, tools, or actionable advice. No specific agentic browser techniques, workflows, or evidence are shared.",[17,3799,3801],{"id":3800},"lacks-practical-value-for-builders","Lacks Practical Value for Builders",[22,3803,3804],{},"Without the article's substance, readers learn nothing concrete about AI agents in browsers, productivity gains, or 2026 trends. Frontmatter tags like 'web-browsing' and 'productivity' suggest a focus on AI-enhanced browsing automation, but hype terms like '10X' and 'hidden secrets' dominate without backing. For actual workflows, seek full content or proven tools like browser extensions with LLM integrations (e.g., via function calling for web tasks). This thin post exemplifies low-value clickbait over builder-focused insights.",{"title":40,"searchDepth":41,"depth":41,"links":3806},[3807,3808],{"id":3793,"depth":41,"text":3794},{"id":3800,"depth":41,"text":3801},[85],{},"\u002Fsummaries\u002Fteaser-promises-7-agentic-browser-secrets-for-prod-summary","2026-04-08 21:21:19",{"title":3783,"description":40},{"loc":3811},"3a46e1bb835e1e20","AI Simplified in Plain English","https:\u002F\u002Funknown","summaries\u002Fteaser-promises-7-agentic-browser-secrets-for-prod-summary",[70,69],"Medium teaser hypes 'hidden' AI browser tools to 10x productivity and future-proof workflows by 2026, but provides no details or techniques.",[],"w4tSTREWYUavZxjHh2ucOnV6f3KfB_sZZC28n9oCAv0",{"id":3824,"title":3825,"ai":3826,"body":3831,"categories":3859,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":3860,"navigation":58,"path":3861,"published_at":3862,"question":48,"scraped_at":48,"seo":3863,"sitemap":3864,"source_id":3865,"source_name":3866,"source_type":65,"source_url":3817,"stem":3867,"tags":3868,"thumbnail_url":48,"tldr":3869,"tweet":48,"unknown_tags":3870,"__hash__":3871},"summaries\u002Fsummaries\u002Fai-anxiety-tracks-real-job-and-policy-crises-summary.md","AI Anxiety Tracks Real Job and Policy Crises",{"provider":7,"model":8,"input_tokens":3827,"output_tokens":3828,"processing_time_ms":3829,"cost_usd":3830},6196,1528,13468,0.0019807,{"type":14,"value":3832,"toc":3854},[3833,3837,3840,3844,3847,3851],[17,3834,3836],{"id":3835},"job-market-failures-drive-anxiety-not-ai-automation","Job Market Failures Drive Anxiety, Not AI Automation",[22,3838,3839],{},"US labor market is worst in decades due to government incompetence—tariffs, immigration curbs, geopolitical missteps like Iran conflict, and unjust wars—not AI. Youth employment for 20-somethings has declined ~12% since 1976, hitting college grads and non-grads equally over past two years. Tech execs scapegoat AI for layoffs to shield shareholders; expect spikes in 2026-2027 as recession odds hit 48.6% (February), rising to 49% per Moody’s, likely over 50% factoring energy price spikes. AI tools may hurt critical thinking among elites, worsening FOMO\u002FFUD in media-less democracy. True predictors of displacement include industry adoption speed, worker adaptability, demand elasticity, and AI complementarity (boost vs. replace), beyond raw exposure metrics like Karpathy’s dashboard.",[17,3841,3843],{"id":3842},"vc-power-and-military-ai-heighten-geopolitical-risks","VC Power and Military AI Heighten Geopolitical Risks",[22,3845,3846],{},"Venture capitalists infiltrate US administration, securing contracts for AI firms like Anduril (Army counter-drone), Palantir, OpenAI (Pentagon deal), fueling costly AI weapons amid declining trust in leaders. China’s youth unemployment spikes legitimize anxiety there; US faces toxic mix of poor policy, demographics, low immigration, and tech panic freezing opportunities. Consumers may blame AI over embracing it as recessions loom.",[17,3848,3850],{"id":3849},"autonomous-agents-wave-threatens-control","Autonomous Agents Wave Threatens Control",[22,3852,3853],{},"Hype peaks with IPOs (SpaceX, OpenAI, Anthropic) pushing autonomous products seizing computer control as AGI path: Manus AI Desktop, Perplexity Personal Computer, OpenClaw AI Assistant, Alibaba Wukong, Claude Cowork Dispatch, OpenAI Operator\u002FCUA\u002FPrism, Google Jarvis\u002FAstra, Anthropic Compute Use. This converges with macro trends, questioning jobs and human role amid institutional distrust.",{"title":40,"searchDepth":41,"depth":41,"links":3855},[3856,3857,3858],{"id":3835,"depth":41,"text":3836},{"id":3842,"depth":41,"text":3843},{"id":3849,"depth":41,"text":3850},[],{},"\u002Fsummaries\u002Fai-anxiety-tracks-real-job-and-policy-crises-summary","2026-04-08 21:21:17",{"title":3825,"description":40},{"loc":3861},"7af896f9a6298358","AI Supremacy","summaries\u002Fai-anxiety-tracks-real-job-and-policy-crises-summary",[70,69],"Embrace AI anxiety: US job woes stem from incompetent policies and recessions (49% odds), not AI yet; autonomous agents and military AI amplify valid fears.",[],"bqVDX4DaoDtwH65rOerGmybEX7-x-kLCjQC8Y0ohAV4",{"id":3873,"title":3874,"ai":3875,"body":3880,"categories":3908,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":3909,"navigation":58,"path":3940,"published_at":48,"question":48,"scraped_at":3941,"seo":3942,"sitemap":3943,"source_id":3944,"source_name":64,"source_type":65,"source_url":3945,"stem":3946,"tags":3947,"thumbnail_url":48,"tldr":3948,"tweet":48,"unknown_tags":3949,"__hash__":3950},"summaries\u002Fsummaries\u002Fcf18a888f0d3d93a-arthur-full-lifecycle-platform-for-reliable-ai-age-summary.md","Arthur: Full-Lifecycle Platform for Reliable AI Agents",{"provider":7,"model":8,"input_tokens":3876,"output_tokens":3877,"processing_time_ms":3878,"cost_usd":3879},4135,2009,10927,0.001809,{"type":14,"value":3881,"toc":3903},[3882,3886,3889,3893,3896,3900],[17,3883,3885],{"id":3884},"platform-delivers-end-to-end-ai-reliability","Platform Delivers End-to-End AI Reliability",[22,3887,3888],{},"Arthur's platform covers the full AI lifecycle with continuous performance evals for visibility into model reliability, agent discovery and governance to enforce policies and oversight, built-in guardrails to block misuse and off-brand outputs, and model-agnostic support for ML, GenAI, or agentic systems. Deployment options include SaaS, on-prem, GCP, or AWS, plus an Engine Toolkit for real-time monitoring and custom dashboards. This setup claims 99% reliability, 24\u002F7 monitoring of all interactions, and 0 unwanted outputs by blocking issues pre-user.",[17,3890,3892],{"id":3891},"enterprise-outcomes-cut-maintenance-and-speed-deployment","Enterprise Outcomes Cut Maintenance and Speed Deployment",[22,3894,3895],{},"Trusted by teams at Axios, Upsolve, and Expel. Axios reduced maintenance workload by 50% with one-stop monitoring; Upsolve built trusted agentic AI; Expel cut ML monitoring time by 50%. One team shipped a production model from idea to implementation in hours via seamless integration that enforces data best practices. Counters the stat that only 25% of AI projects return investment by focusing on production-scale reliability over prototypes.",[17,3897,3899],{"id":3898},"resources-for-production-ready-agents","Resources for Production-Ready Agents",[22,3901,3902],{},"Blog covers turning vibe-coded Jira bots into reliable agents in two weeks, best practices for agent building (Part 4: experiments and supervised evals), and prompt management from hardcoded to production agents. Studio videos include building agent discovery\u002Fgovernance strategy, moving past vibes to production agents, and executive guide to AI agent innovation.",{"title":40,"searchDepth":41,"depth":41,"links":3904},[3905,3906,3907],{"id":3884,"depth":41,"text":3885},{"id":3891,"depth":41,"text":3892},{"id":3898,"depth":41,"text":3899},[85],{"content_references":3910,"triage":3937},[3911,3915,3918,3922,3925,3928,3931,3934],{"type":3912,"title":3913,"url":3914,"context":3763},"other","Best Practices for Building Agents | Part 4: Experiments & Supervised Evals","https:\u002F\u002Fwww.arthur.ai\u002Fblog\u002Fbest-practices-for-building-agents-part-4?referrer=website-banner",{"type":3912,"title":3916,"url":3917,"context":3763},"How We Turned a Vibe-Coded Jira Bot Into a Reliable Agent in Two Weeks","https:\u002F\u002Fwww.arthur.ai\u002Fblog\u002Ffrom-vibe-coded-jira-bot-to-reliable-agent",{"type":3912,"title":3919,"url":3920,"context":3921},"How Axios Unlocked ML Performance at Scale with Arthur","https:\u002F\u002Fwww.arthur.ai\u002Fblog\u002Fhow-axios-unlocked-ml-performance-at-scale-with-arthur","cited",{"type":3912,"title":3923,"url":3924,"context":3921},"How Upsolve Built Trusted Agentic AI with Arthur","https:\u002F\u002Fwww.arthur.ai\u002Fblog\u002Fhow-upsolve-built-trusted-agentic-ai-with-arthur",{"type":3912,"title":3926,"url":3927,"context":3921},"How Expel Cut ML Monitoring Time by 50% with Arthur","https:\u002F\u002Fwww.arthur.ai\u002Fblog\u002Fhow-expel-cut-ml-monitoring-time-by-50-with-arthur",{"type":3912,"title":3929,"url":3930,"context":3763},"How to Build a Rock Solid Agent Discovery & Governance (ADG) Strategy","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=uCJAAer1FC8",{"type":3912,"title":3932,"url":3933,"context":3763},"Moving Past Vibes: Building Production-Ready AI Agents","https:\u002F\u002Fyoutu.be\u002FrJCtZqrDLug",{"type":3912,"title":3935,"url":3936,"context":3763},"Executive Guide to Successfully Innovating with AI Agents","https:\u002F\u002Fyoutu.be\u002Fs6W58N1kN5I",{"relevance":54,"novelty":55,"quality":55,"actionability":55,"composite":3938,"reasoning":3939},4.35,"Category: AI & LLMs. The article provides a comprehensive overview of a platform that addresses key pain points in building reliable AI agents, such as continuous evaluation and governance, which are crucial for product builders. It offers specific examples of enterprise outcomes and resources that can help teams implement these practices effectively.","\u002Fsummaries\u002Fcf18a888f0d3d93a-arthur-full-lifecycle-platform-for-reliable-ai-age-summary","2026-04-16 02:57:57",{"title":3874,"description":40},{"loc":3940},"cf18a888f0d3d93a","https:\u002F\u002Fwww.arthur.ai","summaries\u002Fcf18a888f0d3d93a-arthur-full-lifecycle-platform-for-reliable-ai-age-summary",[70,69],"Arthur provides continuous evals, agent governance, built-in guardrails, and flexible deployment to ship reliable AI agents fast, addressing the 25% ROI failure rate of most AI projects.",[],"_ugbzRn3HW6_TclZFLrLpbJeyYEHp8oB1M1jMoviAwg"]