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AI Criticism

The article critiques anti-AI rhetoric for setting up false dichotomies between AI-generated slop and idealized human output, arguing that much human creative and intellectual work was already low-quality before AI. It acknowledges real dangers of AI but calls for honest assessment over denialism, and criticizes the hype around speculative AI data centers.

Hacker News AIPolicy / ResearchIn-site article
Show HN: Persist – an AI agent that follows up accrued channels till they reply

Persist is an AI sales agent for cold outreach that leverages a built-in contact graph of 200M+ LinkedIn profiles, X graph, and verified emails. Users describe their ideal customer in plain English, and the agent automatically finds, enriches, and reaches out via multi-channel sequences (email, text, LinkedIn, X) with smart cadence, stopping when the prospect replies. It offers personalization, unified inbox, CRM integration, and send approval controls.

Hacker News AIAgents / Startups / RoboticsIn-site article
Is AI Anxiety Causing the Vibecession? An Investigation

This article investigates whether AI anxiety contributes to the 'vibecession'—the gap between negative economic sentiment and strong fundamentals since 2022. The author tests the hypothesis using consumer survey data and finds no statistical support. The post reviews different camps in the debate and concludes that AI job loss anxiety does not explain the sentiment divergence.

Hacker News AIResearch / StartupsIn-site article
Trump Signs Executive Order for AI Testing Prior to Frontier Model Releases

President Trump signed an executive order requiring frontier AI labs to voluntarily submit their models for a 30-day pre-deployment security review. The order is seen as de facto mandatory and shifts the Overton window, sparking debates over transparency, classification, and potential licensing regimes.

Hacker News AIModels / Policy / ResearchIn-site article
Experts and superforecasters update their AI timelines

The latest LEAP survey reveals that experts and superforecasters have become more bullish on AI's potential impact, with median AGI estimates around 2050 and faster timelines for AI task automation.

Hacker News AIAgents / PolicyIn-site article
2026 Methods for Free Compute and AI Credits

This article discusses various methods to obtain free compute resources and AI credits in 2026, with details available in the provided PDF file.

Hacker News AIToolsIn-site article
Job Postings API

View, monitor, and analyze 1.8M+ US jobs with this free API.

Product Hunt AIToolsIn-site article
Recent Thoughts on AI Use

The author discusses the impact of AI on hardware prices, criticizes generative AI as theft, and shares positive experiences with AI-assisted search. He emphasizes that AI should be a tool, not a replacement.

Hacker News AIAgents / ResearchIn-site article
Mass Layoffs Caused by AI

Despite AI often blamed for layoffs, actual adoption remains low. Layoffs are more driven by economic pressures, budget reallocation to AI infrastructure, and management decisions, not AI directly replacing jobs.

Hacker News AIAgents / ResearchIn-site article
Hermes – Community Web UI with Agent

Hermes is an open-source, self-hosted AI agent featuring persistent memory across sessions, a cron scheduler for autonomous tasks, and a skills system that learns from experience. It supports multiple surfaces including terminal, browser, Telegram, Discord, and more, running continuously on your own hardware.

Hacker News AIAgents / PolicyIn-site article
Five labs, five minds: building a multi-model finance drama on small models

This article is a field report from the second Build Small Hackathon, describing v2 of the 'Thousand Token Wood' simulation. In this version, each of the five woodland creature agents is powered by a different small language model (from OpenAI, OpenBMB, NVIDIA, and a fine-tuned Qwen). The player takes on the role of a shadow financier, able to lend, tip (truthfully or falsely), short, bribe, and broker alliances. The article details engineering challenges: serving layer heterogeneity (vLLM, CUDA toolkit), per-model quirks, a tolerant JSON parser, and a critical information asymmetry firewall to prevent secret flags from leaking into agent prompts. Persistent memory is handled via bounded summaries rather than raw history to avoid prompt inflation. Results show zero leaks, reliable fine-tuned 0.5B performance, and emergent behaviors from heterogeneous agents. Key takeaways: small models are reliable format generators but unreliable reasoners; heterogeneity adds value with manageable cost; secret information requires data-flow-level firewall; bounded memory keeps agents alive without compromising reasoning.

Hugging Face BlogAgents / ChipsIn-site article
AI Is Rewriting the Economics of Outsourcing

Generative AI is transforming the outsourcing industry by automating tasks that were previously moved to lower-cost labor markets. This shift is forcing companies to reassess which work to keep in-house, reshape vendor relationships, and adopt new operating models.

Hacker News AIAgents / PolicyIn-site article
Interactive explorer for cybersecurity vulnerability trends

Epoch AI has released an interactive explorer for analyzing cybersecurity vulnerability (CVE) trends since 2020. The tool uses CVSS severity scoring and breaks down reports by notable CNAs. Recent surges in vulnerabilities are linked to AI tools like Claude Mythos and GPT-5.5.

Hacker News AIChips / ResearchIn-site article
AI-designed universal coronavirus vaccine passes first human trial

Scientists have successfully tested an AI-designed universal coronavirus vaccine in humans for the first time, finding it to be safe and well tolerated. The vaccine generated immune responses against multiple coronaviruses, including SARS-CoV-2, SARS, and related bat viruses with pandemic potential.

Hacker News AIPolicy / ResearchIn-site article
NotifyMe: A Self-Hosted Beeper App for AI Agents and Service Updates

NotifyMe is an open-source, self-hosted alternative to Pushover/ntfy/Bark. It provides developers with a personal webhook URL that pushes notifications directly to their phone. Built with Flutter and Firebase, it's ideal for monitoring long-running AI agent jobs, CI pipelines, and service status updates.

Hacker News AIAgents / PolicyIn-site article
Suit filed against controversial planned Stratos datacenter project in Utah

Utah residents have teamed up with a progressive non-profit organization to sue over an under-development AI datacenter backed by celebrity investor Kevin O’Leary, claiming the planned Stratos project facility “irrevocably” cuts off citizens’ rights by not allowing sufficient public input.

The Guardian AIPolicy / StartupsIn-site article
Every AI Agent Feature Is a Cache Invalidation Surface

Yafei Lee, founder of OpenClacky, an open-source AI agent in Ruby, shares how building features like skills, memory, sub-agents, browser automation, dynamic model switching, and long-running sessions led to severe prompt caching issues. Over two years and three architecture generations (first two failed), they converged on seven engineering decisions that achieved 90%+ cache hit rates. The article details the failures of RAG and multi-agent orchestration, and the first three decisions: double cache markers, frozen system prompt, and single meta-tool.

Hacker News AIAgents / ResearchIn-site article
Job Searcher

Job Searcher is an AI-powered job search assistant for new grads. It analyzes resumes, generates LinkedIn search queries, and scores job postings across five dimensions: skills, experience, education, industry, and seniority. Built with a teacher-student model (DeepSeek V4 Pro and Qwen3-8B), it uses a curated dataset of 2,500 resumes and 10,000 job postings. Open-source and available on HuggingFace Spaces.

Hugging Face BlogAgents / ChipsIn-site article
From State to Foresight: Adding a Predictive World Model to an LLM Assistant

Zenfox is an autonomous AI agent platform that connects over 3,000 apps, operates 24/7, and executes complex workflows automatically. It offers Free, Pro ($29/month), Max ($99/month), and Enterprise plans, with features like no-code automation, deep research, competitive intelligence, and interaction via Telegram and SMS.

Hacker News AIModels / Agents / ResearchIn-site article
Are you there Grok?: AI as a centralizing technology

The article examines AI's potential to act as a centralizing force, drawing parallels to the printing press which both decentralized and centralized knowledge. The author argues that large language models, through expensive infrastructure, shared training data, and inherent liberal bias, may reconstitute shared reality rather than fragment it, raising concerns about information monopoly and value homogeneity.

Hacker News AIAgents / ChipsIn-site article