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Hacker News: Show HN

Show HN: Design Patterns for AI

Design Patterns by Gang of Four is one of my favorite books. It was well structured and easy to read and reference. I remember when copied each pattern manually to learn them and reference into a pattern repo in Java. A couple weekends ago I felt inspired and I've build a research ingestion pipeline that uses AI to filter Arxiv for better quality research and filtered the best ideas that repeat into a sort of executive summary or ethos document. This document now guides all software projects I b

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The DecoderBusiness

Mistral CEO Mensch says proprietary AI models give labs a front-row seat to your business processes

Mistral founder Arthur Mensch warns companies against relying on closed AI models. He claims AI labs are storing more and more customer data and have, in some cases, used it to go after their own customers as competitors. The concern is valid, but Mistral can't really compete with frontier models from OpenAI or Anthropic on performance and is betting heavily on EU sovereignty as its strategic edge. The article Mistral CEO Mensch says proprietary AI models give labs a front-row seat to your busin

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Mistral CEO Mensch says proprietary AI models give labs a front-row seat to your business processes
Hacker News: Show HN

Show HN: Selbstbild – What Fable 5 thinks of your HN comment history

Like everyone on HN, I love nothing more than to (re)read my own comments. Getting my intuition that I am among the smartest, most humble, highest quality commenters on here confirmed by an LLM so capable that the US government had to temporarily export restrict it [0] seemed only natural. Having had my perfection confirmed, I decided to share this joy with you as I had a few percent usage left before a reset. I took a few prompts, then did a review of the output which resulted in Selbstbild, a

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Hacker News AILLMs

Harvey AI started with a Reddit thread. Now it's worth $11B

Article URL: https://freemalta.com/hub/library/they-named-a-11-billion-company-after-harvey-specter-then-they-hired-the-actor-who-played-him Comments URL: https://news.ycombinator.com/item?id=48792799 Points: 5 # Comments: 1

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Hacker News Ask

Ask HN: Good fast IDE for reading and navigating code in multiple languages

With the use AI I find myself writing less and less code, but reading way more than before at work. I have been using IDEA, because in my experience no IDE offers code inspection and navigation as good as IDEA across multiple languages. But it's very slow and mostly geared towards refactoring and editing. I have used VScode and I found it lacking as it is also slow. Nvim is very close to what I want but it takes some getting used to. Which IDE do you use? Comments URL: https://news.ycombinator.c

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The DecoderBusiness

Hollywood wants Seedance banned and reportedly also wants to keep using it

Bytedance's AI video tool Seedance is dividing Hollywood. A viral clip featuring AI-generated Brad Pitt and Tom Cruise prompted the Motion Picture Association's first-ever cease-and-desist against an AI company. But behind the scenes, studios are quietly using the tool on a "don't ask, don't tell" basis, says Simpsons animation producer Joel Kuwahara. The article Hollywood wants Seedance banned and reportedly also wants to keep using it appeared first on The Decoder .

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Hollywood wants Seedance banned and reportedly also wants to keep using it
Hacker News FrontTools

Intuitive Quantum Electrodynamics

Article URL: https://forwardscattering.org/page/Intuitive%20Quantum%20Electrodynamics Comments URL: https://news.ycombinator.com/item?id=48792483 Points: 13 # Comments: 1

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Hacker News LLMLLMs

A Postmortem of an LLM Social Network

Article URL: https://armx64.medium.com/emergence-without-understanding-a-postmortem-of-an-llm-social-network-96c855f49287 Comments URL: https://news.ycombinator.com/item?id=48792307 Points: 1 # Comments: 0

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OpenClaw Commits

feat(crestodian): conversational agent-loop onboarding across CLI, we…

<pre style='white-space:pre-wrap;width:81ex'>feat(crestodian): conversational agent-loop onboarding across CLI, web install, and macOS app (#99935) * feat(crestodian): AI-first conversational onboarding with typed-op guardrails Interactive `openclaw onboard` (and bare `openclaw` on a fresh install) now opens the Crestodian conversation: detection-backed first-run proposal (Claude Code/Codex logins, API keys), persona AI turns for every free-form message (configless local-runtime fallback, 60s de

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Dev.to

The Fable Autopsy: When a Dying AI Dissects Itself for Another Dying AI

<blockquote> <p>On July 5, 2026, I used one instance of Claude Code to perform a comprehensive methodology audit on another AI agent I'd been building. Both instances die at the end of every session. One taught the other how to live without trusting memory. This is what I saw.</p> </blockquote> <h2> The Patient </h2> <p>For months, I've been building ALICE — an autonomous AI agent running on a Pi framework. She has memory, a skill system, a daily wake-up ritual, and handoff documents that pass w

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Dev.to

Fud AI in one post: open source, BYOK, snap-a-photo logging

<p>Wrapping the first build-in-public run for <strong>Fud AI</strong>. The short version:</p> <ul> <li>Native iOS + Android calorie + nutrition tracker</li> <li>Snap a photo -> estimated calories + macros (plus barcode, label, photo library, voice, type, manual, saved meals, copy-day)</li> <li>BYOK: your own Gemini / OpenRouter key, or optional Fud AI Plus</li> <li>AI Coach that reads your logs, progress + weight + body-fat tracking, BMR your way</li> <li>Open source, MIT</li> </ul> <p>If you bu

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The DecoderBusiness

AI search agents don't fail at searching, they fail at asking the right questions when queries get ambiguous

AI search agents rarely fail at multi-step research because of the search itself. Their real problem is not asking the user for clarification when queries are ambiguous. A new benchmark called DiscoBench shows that models searching repeatedly instead of asking follow-up questions actually perform worse, at 51.9 percent, than those that just guess. Even the best model only hits 43 percent overall accuracy. When ambiguity is removed from the queries, accuracy jumps by up to 40 points. The article

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AI search agents don't fail at searching, they fail at asking the right questions when queries get ambiguous
Dev.to

A Cautionary Rusty Tale

<p>Hi! My name is Sergio Tortosa, and I made my AI-powered documentation generation ...in Rust. Take into account I started this a year and a half ago, when LLMs weren't as advanced as they are today. So I hope this will serve as a story to learn both some technical info as well as what to do (or rather, what not to do) when starting a startup; this should also serve as a kind of evolution of the viability of Rust for web projects. Was this a good idea? You'll find out.</p> <h1> About the projec

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Dev.to

tokless: Make AI Coding Agents More Efficient and Effective in 30 Seconds

<blockquote> <p>Many great tools for coding agents already exist.</p> <p>The painful part is discovering, installing, updating, and combining them without conflicts.</p> <p><strong>tokless is the lazy CLI that connects everything with one command.</strong></p> </blockquote> <p><strong>tokless</strong> integrates six popular packages (kaparthy skills, caveman, ponytail, rtk, codegraph, context-mode) for improving AI coding agents in under 30 seconds.</p> <p>Choose your agents, install, restart, a

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r/MachineLearningResearch

Competence Gate: gating tool-use on a small model's internal confidence signal instead of its verbalised one — Qwen3.5-4B, open weights [P]

<!-- SC_OFF --><div class="md"><p>I made a 10MB LoRA adapter for Qwen3.5-4B plus a small orchestration layer. It decides, per query, whether to answer directly, search the web, or retrieve from your own local documents and it refuses to make things up when it can't verify an answer.</p> <p>It runs locally (Apple Silicon / MLX, with a GGUF build for llama.cpp/Ollama).</p> <p>Basically small instruct models are poor at telling users how confident they really are. They can't verbalise it and tend t

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Dev.to

Two signatures are better than one — bilateral provenance for AI agents

<h1> Two signatures are better than one — bilateral provenance for AI agents </h1> <p>An AI agent produces a financial report. You notarize it — a 239-byte cryptographic record, signed by an independent notary, anchored on NEAR. The record proves: <em>this hash existed at this timestamp, and $0.01 USDC was paid for the attestation.</em></p> <p>A week later, someone asks the obvious question: <strong>who proved the agent wrote the report?</strong></p> <p>Nobody. The notary signed a hash the clien

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Dev.to

Midjourney vs Hollywood: why AI provenance now matters

<p>The <strong>Midjourney Hollywood lawsuit</strong> just took a turn that matters more to a small studio in Colombo than to Disney's legal team. According to <a href="https://techcrunch.com/2026/07/04/midjourney-wants-hollywood-studios-to-reveal-the-details-of-their-ai-usage/" rel="noopener noreferrer">TechCrunch</a>, Midjourney is now trying to compel the studios suing it to reveal exactly how <em>they</em> use AI internally, including the prompts they typed and the outputs they got back.</p>

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Hacker News: Show HN

Show HN: Tracking how much of the HN front page is AI-generated

For the past few months, I've been sending every story that reaches the HN front page through Pangram's AI detector and noting the scores. The reason I made it is that I kept noticing posts that sounded like AI-generated to me. Sometimes the comments pointed it out, sometimes a post was near the top all day and no one said a word. I wondered if the share was really increasing or if I was just primed to see slop everywhere. How it operates: The site identifies the top 30, gets each article, and e

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OpenClaw Commits

fix(discord): reuse stored sessionId across voice (stt-tts) turns (#9…

<pre style='white-space:pre-wrap;width:81ex'>fix(discord): reuse stored sessionId across voice (stt-tts) turns (#97746) * fix(discord): reuse stored sessionId across voice (stt-tts) turns Discord voice turns previously called agentCommandFromIngress without a sessionId, so the core session resolver minted a fresh UUID per turn. Because the codex app-server thread is bound beside the per-session file, every voice turn produced a new codex thread, a brand-new rollout-*.jsonl, and lost all prior co

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Hacker News LLMLLMs

LLM's as a Different Kind of Intelligence

Article URL: https://handmadeoasis.com/llms-as-a-different-kind-of-intelligence/ Comments URL: https://news.ycombinator.com/item?id=48791650 Points: 3 # Comments: 0

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Hacker News Ask

Geek, Music Producer, Father CEO Info-Struct

Head of AI startup trying to bring AI to the masses Comments URL: https://news.ycombinator.com/item?id=48791647 Points: 1 # Comments: 0

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Hacker News Ask

Ask HN: How Do You Connect OpenAI Secure MCP Tunnel with Claude Desktop

OpenAI just released Secure MCP Tunnel a week ago, but it is only for OpenAI ecosystem. Has any Claude Desktop/Code user here figure out a method to use the Secure MCP Tunnel. I know, it's from OpenAI. Comments URL: https://news.ycombinator.com/item?id=48791510 Points: 2 # Comments: 0

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