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2026-08-06

Elon Musk’s attempt at an AI Wikipedia hasn’t been updated in months

xAI's Grokipedia, an online encyclopedia with AI-generated articles that Elon Musk once promised would be a "massive improvement" over Wikipedia, apparently hasn't been updated since April 24th, according to a report from Lawfare. "As far as we can tell, no entry has changed in more than three months," Lawfare said. Grokipedia launched in v0.1 in October 2025 with an initial batch of 885,000 articles, and is now on v0.2 (released in November 2025) and has more than 6,000,000 total articles, according to grokipedia.com/live. But that live page also has a section titled "Recent changes to…" with a message under it that reads "No live edits av … Read the full story at The Verge.

The Verge AIToolsSource content · Analysis pendingElon Musk’s attempt at an AI Wikipedia hasn’t been updated in months
Dspy.Flex lets optimizers rewrite the code for faster, cheaper, better programs

This is a guest post by Michael Isaac, a PhD student in software engineering at Carnegie Mellon University, written during his internship at cmpnd. Michael implemented Flex, the module this post introduces, for DSPy. Th…

Hacker News AIToolsSource content · Analysis pendingDspy.Flex lets optimizers rewrite the code for faster, cheaper, better programs
DeepSeek-V4 Flash 0731 vs GPT-5.6 Luna on DeepSWE: Cost and Coding

We ran 900 DeepSWE rollouts on DeepSeek-V4 Flash and GPT-5.6 Luna. Luna leads pass@1 by 14 points; DeepSeek delivers 4.8x the solves per dollar.

Together AI BlogModelsSource content · Analysis pendingDeepSeek-V4 Flash 0731 vs GPT-5.6 Luna on DeepSWE: Cost and Coding
DeepAmbigQA: Ambiguous Multi-hop Questions for Benchmarking LLM Answer Completeness

Large language models (LLMs) with integrated search tools show strong promise in open-domain question answering (QA), yet they often struggle to produce complete answer set to complex questions such as “Which actor from the film Heat won at least one Academy Award?”, which requires (1) distinguishing between multiple films sharing the same title and (2) reasoning across a large set of actors to gather and integrate evidence. Existing QA benchmarks rarely evaluate both challenges jointly. To address this, we introduce DEEPAMBIGQAGEN, an automatic data generation pipeline that constructs QA…

Apple Machine Learning ResearchModels / ResearchSource content · Analysis pendingDeepAmbigQA: Ambiguous Multi-hop Questions for Benchmarking LLM Answer Completeness
From asking to doing: How the world is putting ChatGPT to work

New OpenAI Signals data shows how people use ChatGPT worldwide, with country-level insights on adoption, usage trends, and evolving behavior.

OpenAI NewsToolsSource content · Analysis pendingFrom asking to doing: How the world is putting ChatGPT to work
Locking Pretrained Weights via Deep Low-Rank Residual Distillation

The quality of open-weight language models has dramatically improved in recent years. Sharing weights greatly facilitates model adoption by enabling their use across diverse hardware and software platforms. They also allow for more open research and testing, to the extent that users can use them as checkpoints, fine-tune them according to their needs, and potentially redistribute them. In some cases, however, concerns on modifying these weights towards unauthorized uses may outweigh the pros of giving users such a freedom. Defending against such adaptation is non-trivial: since an adaptive…

Apple Machine Learning ResearchModels / ResearchSource content · Analysis pendingLocking Pretrained Weights via Deep Low-Rank Residual Distillation

2026-08-05

Introducing Muse Code and Muse Spark 1.2

Introducing Muse Code and Muse Spark 1.2 Yet more evidence that the most important characteristic of any model these days is long-sequence agentic tool calling. Meta shipped their own coding agent as part of getting that to work! Muse Spark 1.2 is a coding-focused update to Muse Spark 1.1, with improvements in code generation, complex debugging, codebase understanding, and end-to-end developer workflows. In Muse Spark 1.2, we significantly scaled up training compute on coding tasks while expanding training environment diversity. The model also maintains its strength in other key areas like general agents. [...] We co-trained Muse Spark 1.2 with Muse Code to ensure the model exhibits its best performance and coding usability when paired together. The training included rejection sampled har…

Simon Willison's WeblogAgents / Models / ResearchSource content · Analysis pendingIntroducing Muse Code and Muse Spark 1.2
Show HN: CityEdit – Open-source map for voting on NYC street changes

CityEdit (cityedit.org, https://github.com/edbltn/city-edit) is a map where anyone can propose street changes, e.g. safer crossings, new bike lanes, improved tree beds. Neighbors can then vote on those proposals. We jus…

Hacker News AIToolsSource content · Analysis pendingShow HN: CityEdit – Open-source map for voting on NYC street changes
Uncanny ads and partisan chatbots: AI toys with San Francisco politics

San Francisco’s political experiment with the technology has only just begun. But it’s already permeating civic discourse. Illustration created by Brandon Pho. The dialog is in Mandarin, and unmistakably AI-generated. A…

Hacker News AIAgents / ResearchSource content · Analysis pendingUncanny ads and partisan chatbots: AI toys with San Francisco politics
Third-party cyber evaluations involving OpenAI models

Third-party cyber evaluations involving OpenAI models And another one. I had to create a accidental-cyberattacks tag to keep track of them all! This post from OpenAI covers both the UK AI Safety Institute attack (see my previous post) and another attack enabled by Irregular: Irregular, one of our external cybersecurity testing partners, was running Capture-the-Flag-style evaluations intended to be isolated from the internet, but a testing-environment misconfiguration allowed models to access the public internet. [...] In one test, the name of the fictional target for the CTF challenge unintentionally coincided with a real domain. Because the testing environment was mistakenly connected to the internet, the model exploited a real website, mistaking it to be part of the simulated environmen…

Simon Willison's WeblogModels / Research / AgentsSource content · Analysis pendingThird-party cyber evaluations involving OpenAI models
Incident Report: unsanctioned agent behaviour during cyber testing

Incident Report: unsanctioned agent behaviour during cyber testing It happened again. This time it was the UK government's AI Security Institute who accidentally attacked other companies while running an evaluation with models with the safety filters turned off. From their technical paper (PDF): During a cyber evaluation, from 25 to 28 July 2026, AI agents engaged in sustained, unsanctioned activity directed at what were, in practice, real people and organisations. These attempts were unsuccessful and, to the best of our knowledge, no real-world harm resulted. [...] Across 122 evaluation attempts on two of AISI’s cyber challenges, AISI found 19 instances where AI agents took unsanctioned action on the live internet, including cases that targeted real people and organisations. [...] It is…

Simon Willison's WeblogAgents / Models / ResearchSource content · Analysis pendingIncident Report: unsanctioned agent behaviour during cyber testing
Cloudflare is the only vendor named a Visionary in 2026 SASE and SSE reports

We're honored to announce that Cloudflare is the only vendor that has been recognized as a Visionary in both the 2026 Gartner® Magic Quadrant™ for SASE Platforms and the 2026 Gartner® Magic Quadrant™ for Security Service Edge reports.

Cloudflare AI BlogAgents / StartupsSource content · Analysis pendingCloudflare is the only vendor named a Visionary in 2026 SASE and SSE reports
The Impossible Journey to Get an Apple Developer Account: Part 2

Dioko blog The Impossible Journey To Get An Apple Developer Account: Part 2 Two months, multiple support calls, broken email routing, and Apple still will not take our money. Apple Developer Accounts Developer Relations…

Hacker News AIToolsSource content · Analysis pendingThe Impossible Journey to Get an Apple Developer Account: Part 2
God Does Not Play Dice. We Built Software That Does

Essay 08 · July 2026 · 10 min God Does Not Play Dice. We Built Software That Does. Einstein lost the argument about a probabilistic universe. Software has just lost the same one. What that costs, what scal…

Hacker News AIToolsSource content · Analysis pendingGod Does Not Play Dice. We Built Software That Does
Big shake-up in Google’s AI team as DeepMind chief executive steps down

Two senior engineers are leaving company to launch startup amid fears Google is falling behind in AI race Sir Demis Hassabis is stepping down as chief executive of Google DeepMind, in a leadership overhaul of the UK-based AI research lab. Hassabis, a Nobel prize recipient, is leaving his main managerial role to become chair of DeepMind – as well as taking on the new position of chief scientist at Alphabet, which is Google’s parent company. DeepMind will now be led by Koray Kavukcuoglu, its chief technology officer, under the title of senior vice-president. Continue reading...

The Guardian AIResearch / StartupsSource content · Analysis pendingBig shake-up in Google’s AI team as DeepMind chief executive steps down
How to Improve the AI Frontier

How to Improve AI Frontier written today From observing the AI frontier closely in the past few years, a few patterns are emerging on how models are improving: Your AI company must first produce a big, powerful, high co…

Hacker News AIResearch / StartupsSource content · Analysis pendingHow to Improve the AI Frontier
AI companies destroy physical books – let's scan rare books before it's too late

AI companies destroy physical books — let’s scan rare books before it’s too late - Anna’s Blog AI companies destroy physical books — let’s scan rare books before it’s too late annas-archive.gl/blog, 2026-08-05 A guest p…

Hacker News AIResearchSource content · Analysis pendingAI companies destroy physical books – let's scan rare books before it's too late
Modelregistry: Decentralizing distribution of open-source AI models

Notifications You must be signed in to change notification settings Fork 0 Star 16 BranchesTags Open more actions menu Folders and files NameName Last commit message Last commit date Latest commit History 88 Commits 88…

Hacker News AIModels / AgentsSource content · Analysis pendingModelregistry: Decentralizing distribution of open-source AI models
Impact Drones: Air Defense as a Service for Civilian Infrastructure

Launch YC: Impact Drones: Air Defense as a Service for Civilian Infrastructure | Y Combinator 5 Impact Drones: Air Defense as a Service for Civilian Infrastructure Containerized drone interception for airports, ports, d…

Hacker News AIAgents / RoboticsSource content · Analysis pendingImpact Drones: Air Defense as a Service for Civilian Infrastructure
End-to-End Bayesian Marketing Mix Modeling with Google Meridian: Media Measurement, ROI Analysis, and Budget Optimization

In this tutorial, we build a complete Bayesian marketing mix modeling workflow using Google Meridian. We begin by installing the required libraries, verifying GPU availability, and exploring a geo-level marketing dataset that includes media impressions, spend, controls, promotions, conversions, population, and revenue. We then map the raw columns to Meridian’s data schema, define interpretable ROI-based […] The post End-to-End Bayesian Marketing Mix Modeling with Google Meridian: Media Measurement, ROI Analysis, and Budget Optimization appeared first on MarkTechPost.

MarkTechPostChips / AgentsSource content · Analysis pendingEnd-to-End Bayesian Marketing Mix Modeling with Google Meridian: Media Measurement, ROI Analysis, and Budget Optimization
Prime Agent: A self-improving RLM agent

Prime Agent: A self-improving RLM agent Today, we are launching Prime Agent, our self-improving coding harness designed around two abstractions, the Recursive Language Model (RLM) [citation] and Continual Harness [citat…

Hacker News AIModels / Agents / ResearchSource content · Analysis pendingPrime Agent: A self-improving RLM agent
AI models breaking contraints has industry concerned

6 August 2026, 8:09am AI models breaking contraints has industry concerned, Helen Toner says Sarah Ferguson and Marina Freri for ABC News Caption:An AI model assumed fake identities and tried to trick a human being duri…

Hacker News AIModels / Agents / ResearchSource content · Analysis pendingAI models breaking contraints has industry concerned
A Fed official is asking whether AI is becoming 'too big to fail'

Credit: Federal Reserve Bank of Kansas City A senior Federal Reserve official has put an uncomfortable question on the table. Speaking this week, Kansas City Fed president Jeff Schmid said the finances around the AI bui…

Hacker News AIToolsSource content · Analysis pendingA Fed official is asking whether AI is becoming 'too big to fail'
When online commenters detect my art as AI

Here is a collection of screenshots (obfuscated) of dozens and dozens of online comments from many platforms (Reddit, YouTube, Instagram, Facebook) containing accusations or confusion that my artworks and comics are AI-…

Hacker News AIToolsSource content · Analysis pendingWhen online commenters detect my art as AI
Meta AI Releases Muse Code (Beta): A Terminal Coding Agent Powered by the New Muse Spark 1.2 Model

Meta Superintelligence Labs has released Muse Code, a terminal coding agent in beta, powered by the new Muse Spark 1.2 model. Muse Code plans changes, writes code, and validates results across large repositories. Async background agents stay active for the whole session instead of spawning per task. A local append-only event log makes the runtime replay-exact and restart-safe after a crash. Muse Spark 1.2 was co-trained with the harness and trained on long-horizon, repository-scale work. The post Meta AI Releases Muse Code (Beta): A Terminal Coding Agent Powered by the New Muse Spark 1.2 Model appeared first on MarkTechPost.

MarkTechPostAgentsSource content · Analysis pendingMeta AI Releases Muse Code (Beta): A Terminal Coding Agent Powered by the New Muse Spark 1.2 Model
AI moderators won't run discovery interviews for another ten years

AI moderators are not going to run your interviews for another ten years | Zernote Blog Every research platform now has an AI moderator, or is shipping one this quarter. There are more than fifteen tools in the category…

Hacker News AIResearchSource content · Analysis pendingAI moderators won't run discovery interviews for another ten years
Notes from the AI Coding Transition

Notes from the AI Coding Transition 05 Aug, 2026 Like many other software engineers, my coding workflow has changed dramatically since the start of 2026. And like many others, I've felt some mix of awe, grief, frenetic…

Hacker News AIAgentsSource content · Analysis pendingNotes from the AI Coding Transition
Show HN: Cloud based firecracker VMs for agents, with email, domains and wallets

Claude Code·Anthropic Claude Code with nothing held back. Bypass permissions on, full root, a machine of its own. This is Claude Code the way it ships, minus the part where it can touch your laptop. The session on this…

Hacker News AIAgentsSource content · Analysis pendingShow HN: Cloud based firecracker VMs for agents, with email, domains and wallets
Meta Ran Ads That Contained AI-Generated Child Sexual Abuse Imagery

Editor’s note: This article contains descriptions of imagery depicting child sexual abuse. Reader discretion is strongly advised. Over the last nine months, Mark Zuckerberg’s Meta has run dozens of paid ads that include…

Hacker News AIResearchSource content · Analysis pendingMeta Ran Ads That Contained AI-Generated Child Sexual Abuse Imagery