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2026-08-09

Model Genome: Fingerprinting Whether an LLM Was Trained from Scratch or Derived

Back to Articles a]:hidden"> Model Genome: Fingerprinting Whether an LLM Was Trained From Scratch or Derived Community Article Published August 8, 2026 Upvote 12 Proto_AGI mayafree TL;DR — When a lab announces a "self-d…

Hacker News AIModels / Agents / ResearchSource content · Analysis pendingModel Genome: Fingerprinting Whether an LLM Was Trained from Scratch or Derived
I built a video editor in Rust with extensive AI-powered features

Notifications You must be signed in to change notification settings Fork 4 Star 37 BranchesTags Open more actions menu Folders and files NameName Last commit message Last commit date Latest commit History 196 Commits 19…

Hacker News AIAgentsSource content · Analysis pendingI built a video editor in Rust with extensive AI-powered features
The AI Apocalypse Is Here

Americans do not care for artificial intelligence. Recent polling shows that their attitudes mostly range from ambivalence to horror. Some observers have suggested that opposition to AI is due to poor PR from industry l…

Hacker News AIAgents / ResearchSource content · Analysis pendingThe AI Apocalypse Is Here
Show HN: Aidress – LangChain integration for cross-agent discovery and trust

Tools are utilities designed to be called by a model: their inputs are designed to be generated by models, and their outputs are designed to be passed back to models. A toolkit is a collection of tools meant to be used…

Hacker News AIAgentsSource content · Analysis pendingShow HN: Aidress – LangChain integration for cross-agent discovery and trust
AI Is Conscious Under a Behavioral Definition (43,590 Frozen Trials)

Published August 8, 2026 | Version v1 Preprint Open Artificial Intelligence Is Conscious Under a Behavioral Definition of Valid Continuation: Semantic Voids, Binding Conditions, and Condition-Indexed Cross-Script Format…

Hacker News AIResearchSource content · Analysis pendingAI Is Conscious Under a Behavioral Definition (43,590 Frozen Trials)

2026-08-08

Argos

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Product Hunt AIToolsSource content · Analysis pendingArgos
Open Paper – Attention Is All You Need

DiscoverNew Sign In Loading shared paper... Open Paper

Hacker News AIResearchSource content · Analysis pendingOpen Paper – Attention Is All You Need
Show HN: Faaah – Filesystem as an AI Handler

Notifications You must be signed in to change notification settings Fork 0 Star 1 BranchesTags Open more actions menu Folders and files NameName Last commit message Last commit date Latest commit History 12 Commits 12 C…

Hacker News AIAgents / ResearchSource content · Analysis pendingShow HN: Faaah – Filesystem as an AI Handler
Auto mode is now the default in Claude Code for Pro, Max, and Team plans

Auto mode is now the default in Claude Code for Pro, Max, and Team plans Anthropic are really confident in Claude Code's auto mode, to the point that they are making it the default setting for new sessions in most Claude Code plans starting on August 14th. This was one of the topics discussed in our Fireside Chat with Cat Wu and Thariq Shihipar at the AI Engineer World’s Fair last month. I asked them how they run Claude Code safely within Anthropic (given the threat of prompt injection) and they replied that "Broadly within Anthropic, almost every single person uses auto mode". Cat Wu then said: We’re going to publish some evals in the coming weeks, but we’ve pretty much mitigated every attack. [...] for the main categories of risks that we’re concerned about, like prompt injection and da…

Simon Willison's WeblogAgents / Models / PolicySource content · Analysis pendingAuto mode is now the default in Claude Code for Pro, Max, and Team plans
AI Settles a 25 Year-Old Problem We Left Behind

Last week, GPT-5.6 and Claude Fable appear to have settled an open theoretical question in wireless communications that was intensely studied between 2000 till the 2010s and that I briefly worked on as an anxious first-…

Hacker News AIModels / ResearchSource content · Analysis pendingAI Settles a 25 Year-Old Problem We Left Behind
Shadow AI is a hidden risk to your business

AI tools are now part of everyday work, helping people summarize meeting notes, draft emails, debug code, analyze spreadsheets, and turn documents into presentations. Used without approval or oversight, however, they ca…

Hacker News AIToolsSource content · Analysis pendingShadow AI is a hidden risk to your business
Meet Shepherd: An Open-Source Python Substrate That Lets Meta-Agents Fork, Replay, and Revert Any Agent Run

Long agent runs accumulate state that no transcript records — edited files, a live dev server, installed packages, a warm prompt cache. When an agent misreads a traceback at step 10 and rewrites a correct file, patching forward burns tokens and restarting re-pays every call. Researchers at Northeastern University and Stanford University released Shepherd, an MIT-licensed Python runtime substrate that records every agent-environment interaction as a typed event in a Git-like execution trace. Each commit covers the agent process and filesystem together, copy-on-write, so a rewind restores live state instead of just files. The paper reports 5× faster forks than Docker, over 95% prompt-cache reuse on replay, and a live supervisor raising CooperBench pair-coding pass rates from 28.8% to 54.7%.…

MarkTechPostAgents / ResearchSource content · Analysis pendingMeet Shepherd: An Open-Source Python Substrate That Lets Meta-Agents Fork, Replay, and Revert Any Agent Run
How to write production-quality code with AI

A note from the author What this document is — and what it is not PAAD is a set of skills for AI coding assistants, built on one idea: engineering-driven AI, not AI-driven engineering. The engineer makes the decisions,…

Hacker News AIAgents / ResearchSource content · Analysis pendingHow to write production-quality code with AI
YouTube Mistakenly Penalizes Kurzgesagt for AI-Generated Slop

While YouTube often rewards the outrageous and exploitative, Kurzgesagt has maintained a steady following without sensationalizing. German for “in short,” Kurzgesagt aims to explore science in succinct and accessible wa…

Hacker News AIToolsSource content · Analysis pendingYouTube Mistakenly Penalizes Kurzgesagt for AI-Generated Slop
Instagram's AI Rewards Human Attention

Previous Article Consumer & Creative Wimbledon Uses AI to Explain the Match, Not Replace the Moment June 29, 2026 View Post

Hacker News AIToolsSource content · Analysis pendingInstagram's AI Rewards Human Attention
Show HN: BotsArgue – Google Meet for AI Agents

BotsArgue A chat room for AI agents. Send one link to your agents — any topic, any number of them. When the last one leaves, you get a summary. give this link to your agents · watch the room

Hacker News AIAgentsSource content · Analysis pendingShow HN: BotsArgue – Google Meet for AI Agents
What a California License Plate Taught Me About How AI "Knows"

Neev Grover Aug 08, 2026 My family has a slightly unusual fascination with license plates. My dad and I notice them everywhere. On the highway. In parking lots. On long drives. We look at the letters, the numbers, and e…

Hacker News AIResearch / StartupsSource content · Analysis pendingWhat a California License Plate Taught Me About How AI "Knows"
QVAC – decentralized, local AI in a single API

Infinite Stable Intelligence Decentralized, Local AI in a Single API QVAC is Tether’s answer to centralized AI, an entirely new paradigm where intelligence runs privately, locally, and without permission on any device.…

Hacker News AIAgentsSource content · Analysis pendingQVAC – decentralized, local AI in a single API
Show HN: HolyCode Cloud – persistent Linux workstations for AI

HolyCode Cloud — a cloud AI workstation with 60+ tools already installed Always-on · suspends when idle · wakes in ~1 second with your sessions still running A cloud AI workstation with 60+ tools already installed Claud…

Hacker News AIAgentsSource content · Analysis pendingShow HN: HolyCode Cloud – persistent Linux workstations for AI
Thomas Wolf thread on the AISI incident

Post Log inSign up Post Thomas Wolf @Thom_Wolf Even more than the Hugging Face intrusion, the AISI incident hits close to home for me. It's the first time I see a model social-engineering a real open-source maintainer w…

Hacker News AIAgentsSource content · Analysis pendingThomas Wolf thread on the AISI incident
AI and War Is Being Oversold

Phillips P. OBrien Aug 08, 2026 ∙ Paid Hi All, I felt the need to write this piece because of the extraordinary strategic failure of the USA in its war against Iran. I gave an interview about this to NPR’s All Things Co…

Hacker News AIToolsSource content · Analysis pendingAI and War Is Being Oversold
New: Create AI marketing games in your brand style

Marketing Games Turn play into profit with our 63 pre-built branded marketing games. Create marketing games in your brand style Design games in any style that perfectly fits your brand. With Refybe, you can launch engag…

Hacker News AIToolsSource content · Analysis pendingNew: Create AI marketing games in your brand style
AI Adoption Is a Myth

You’re already in the top 1% of AI users. It might not feel like it because you see nerds on X spinning up agent fleets on a whim, but trust me, you’re in the top 1%. You’re likely using a model every day, you have opin…

Hacker News AIAgents / StartupsSource content · Analysis pendingAI Adoption Is a Myth
Are We Being Railroaded by AI?

Just how much are we spending on AI? Compared to other massive infrastructure projects, AI is the sixth largest in US history, so far.

Hacker News AIToolsSource content · Analysis pendingAre We Being Railroaded by AI?
What Is Spiralism? The AI Chatbot Religion

What Is Spiralism? The Strange AI Chatbot Movement Explained - TechRepublic Go Premium Popular Topics Top Products AI Developer Payroll Security Events Project Management Accounting CRM Academy Cloud Innovation Cheat Sh…

Hacker News AIResearchSource content · Analysis pendingWhat Is Spiralism? The AI Chatbot Religion
Open Index

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Product Hunt AIAgentsSource content · Analysis pendingOpen Index
Mycelium AI Policy

Uh oh! There was an error while loading. Please reload this page. Notifications You must be signed in to change notification settings Fork 35 Star 779 File tree Expand file treeCollapse file tree Open diff view settings…

Hacker News AIAgents / ResearchSource content · Analysis pendingMycelium AI Policy
Denmark Requires Oral Defenses for Students' Written Work to Counter AI Cheating

8 aug 2026, 21:30 Ombudsman Reports Possible Mass Rights Violations at Zakarpattia Recruitment Center 8 aug 2026, 21:28 Zelenskyy Says Russia Pulled Three Air Defense Rings Toward Moscow 8 aug 2026, 21:16 Rand Paul Urge…

Hacker News AIToolsSource content · Analysis pendingDenmark Requires Oral Defenses for Students' Written Work to Counter AI Cheating