Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows

https://lookaside.fbsbx.com/elementpath/media/?media_id=1786825739136571&version=1786319248
Meta Superintelligence Labs introduces Muse Glimmer, a 30-billion-parameter model optimized for local agent workflows, enabling use anywhere, anytime. Muse Glimmer delivers strong performance on key agentic use cases and benchmarks, with optimized integrations and developer documentation available for building and running agents.

As AI eats the web, the internet’s collective memory is disappearing

Docker Sandboxes – Disposable, isolated sandboxes for AI agents

https://www.docker.com/app/uploads/2026/03/docker-sandboxes-agent-workspace-2320x1205.png
Docker Sandboxes provide isolated environments for AI agents like Claude Code and Gemini CLI to run freely and safely without affecting the host system. They offer a balance between speed and safety through permissive modes and microVM isolation.

The UK's war on anonymity has come to America

https://www.effort.news/images/uk-lobby/ccdh-fara-letter-screenshot.png
Foreign NGOs and their US affiliates are influencing American lawmakers to pass digital ID laws that would strip adults of internet anonymity, a tool against authoritarianism. These organizations have ties to British authorities and have lobbied for censorship legislation in the UK and US.

Mark Zuckerberg attacks 'closed' AI rivals as Meta returns to open models

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Tl;dv: Over 180k meetings left wide open

https://bobdahacker.com/static/images/blogs/tldv/firebase.png
A security researcher found a huge vulnerability in tl;dv, an AI meeting recording platform, that exposes millions of users' sensitive conversations and meeting metadata. Despite reporting the issue six months ago, the CTO has not responded, leaving users' data exposed and vulnerable to unauthorized access.

Show HN: Needle2: 14MB agentic LLM for phones, wearables, smart home and robots

https://cactuscompute.com/_next/image?url=%2Fneedle2%2Farchitecture.png&w=3840&q=75
Edge AI model Needle is designed for low-cost devices with limited resources, achieving high performance and efficiency. It uses a compact 45M parameter model that can be deployed on devices such as phones, wearables, and robots.

How Claude marks AI-generated content

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Anthropic has signed the EU AI Act's Code of Practice on Transparency of AI-Generated Content, committing to mark all generated content from day one. The company will use machine-readable marks in text and files, including embedded watermarks and digitally signed provenance metadata.

Mars Bar from 1991 found – and it's 20g bigger than today's

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A 35-year-old Mars Bar was found during a house clearance in Scunthorpe, sparking claims of "shrinkflation". The bar weighed 62.5g compared to today's 40g Mars Bars.

What Happened to HackerOne?

https://blog.teknogeek.io/posts/what-happened-to-hackerone/featured_hu_a0639033e9c40c6.jpg
HackerOne has undergone significant changes since its founding, shifting from a community-driven platform to a corporate entity focused on sales and AI-powered solutions, raising concerns among hackers about data usage and platform stagnation. The company has faced criticism for its handling of AI technology, transparency, and community engagement, with some hackers questioning the use of ...

Illinois just passed a law that puts Linux on the hook for age verification

https://linuxstans.com/wp-content/uploads/2026/08/illinois-hb5511-operating-system-age-verification.png
Illinois passed HB5511, the Children's Social Media Safety Act, which targets social media platforms and requires age verification by 2028. The law also creates a separate category for operating system providers with its own deadline and penalties.

Show HN: Scroll through all 43252003274489856000 Rubik's Cube states

https://everycube.alen.is/opengraph-image?e65a545ab414fc11
Scroll through all 43,252,003,274,489,856,000 reachable Rubik's Cube permutations.

Auto mode is now the default in Claude Code

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Claude Code is making auto mode the default for new sessions on Pro, Max, and Team plans, which uses a classifier to block irreversible or destructive actions and balances user convenience with safety. Research suggests that auto mode is safer than manual review, catching 89% of dangerous commands and reducing the chance of harmful actions by more than twice.

Squeak 6.1

https://squeak.org/static/img/balloon-og.png
Squeak 6.1 release notes highlight major changes, including a new tree browser, improved kernel infrastructure, and enhanced toolset and user interface.

Learning more about Claude's mathematical capabilities

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Anthropic's AI model Claude made strides on a related problem to the Riemann hypothesis, increasing the lower bound for zeros satisfying it from 41.6% to 67.2%. The result was achieved through extensive prior research and a novel approach combining techniques from various mathematicians' work.

What's the best programming language for coding agents?

The author conducted multiple evaluations to compare the performance of dynamic and static languages in token efficiency when used with large language models (LLMs). The results suggest that while some concise dynamic languages may be more efficient, this advantage does not generalize across tasks.

Stop Killing Games: It's time to sue Sony, join us

https://www.massaschadeconsument.nl/static/logoAD2-70a0f32abba8c9490f191378b96db1ba.png
Consumenten vinden de prijzen van digitale games op PlayStation Store te hoog en eisen eerlijke concurrentie. Ze vragen om toelating aan andere game stores voor een betere keuze.

Don't classify, hallucinate

https://softwaredoug.com/assets/media/2026/vectors-week/image3.png
This text discusses using LLMs to classify products, specifically with the Wayfair WANDS e-commerce dataset. It proposes a method of asking an LLM to generate fake classifications and then finding the most similar real ones through dot product calculation.

Parametron: 50s Japanese computer that uses neither transistors nor vacuum tubes

Mistral Patent for “Code implemented tool calls”

https://patentsgazette.uspto.gov/week26/OG/html/1547-5/US12670045-20260630-D00000.gif
A server receives a user request for tool calls and generates a code block using a large language model. The server resumes execution, substituting the first result for the pending tool call in the code block.

Humanising LLM Outputs Is Dumb

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The user believes that humanizing AI models by simplifying their output is not the right approach, as it can lead to loss of information density. Instead, they suggest keeping detailed state and compressing it for humans at the boundary where consumption occurs.

Rust SIMD on the GPU

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VectorWare successfully uses Rust's portable SIMD on the GPU, enabling developers to write complex high-performance applications leveraging familiar Rust abstractions. This milestone marks a significant step towards VectorWare's vision of making GPUs behave like a normal Rust platform.

Show HN: Voice driven murder mystery, Interview AI suspects with your voice

https://www.whodunnitai.com/whodunnitai-metadata.jpg
WhoDunnitAI is free to play, but the live suspect voices run on gpt-realtime-2 — and every minute of interrogation costs real money. If you enjoyed the case, a donation of any size helps cover the AI bill and keeps the investigation going.

50k Boat Names

https://storage.ghost.io/c/7e/ed/7eed3692-c4ce-47fb-af77-6293d8e19002/content/images/2026/08/boat-names-header-4.png
A dataset of over 50,000 boat names from NOAA's Marine Cadastre Vessel Traffic data reveals a wide range of creative and often humorous names, offering glimpses into the personalities and professions of boat owners. The names include references to TV shows, movies, songs, and mythological figures, as well as puns, jokes, and clever wordplay.

Run Android ARM64 VR APKs on Apple Vision Pro

https://opengraph.githubassets.com/72fc0532580024f43027aa9143b581a59452111e92aa8d99ef8760fc1b03d14c/shinyquagsire23/Klepton
Klepton-ld translates Android libraries to macOS compatible formats for Java-thin applications. It patches x18 usage and allows runtime patching of libraries on macOS.

Amazon backs power plant that may become top source of US climate pollution

https://cdn.arstechnica.net/wp-content/uploads/2026/08/GettyImages-2267221283-640x427.jpg
Amazon is investing in a Texas power plant to supply energy for its massive data center project, despite concerns over pollution and climate change. The company plans to use gas turbines, which produce harmful pollutants that can accelerate climate change impacts and harm public health.

Exploiting System Management Mode with a very long interrupt

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An attacker can break the secure execution environment of an x86 CPU by exploiting a long-running machine instruction, allowing them to execute code while other cores are in SMM. This vulnerability is achieved by holding one core outside SMM for over 1 second using a slow load operation.

Magnitude 7.4 Earthquake – 5 km S of San José del Palmar, Colombia

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Show HN: Eigendrum - Draw any shape and hear what it sounds like as a drum

https://eigendrum.com/docs/hero.png
Eigendrum is a software that solves the eigenvalue problem for drum shapes, allowing users to create and play custom drums. It uses numerical methods to find the frequencies of standing waves within a given shape.

'Pervert glasses': Backlash against Meta's smart glasses grows

Confessions of a Long-Distance Sailor

https://arachnoid.com/lutusp/bt1_sm.jpg
A solo sailor recounts their 3.5-year journey around the world in a 31-foot sailboat, sharing personal growth and transformation.

Tail-call optimization in C is relatively recent (2025)

The C calling convention has historically not supported tail calls, but GCC now supports them with a separate calling convention. This allows for improved performance in interpreters like Gforth and a toy Forth interpreter.

Show HN: Ante, a coding agent in a single binary that runs offline

https://raw.githubusercontent.com/AntigmaLabs/ante/main/docs-site/static/assets/cookbook/providers.gif
Ante is a self-contained coding agent that lives in your terminal and self-organizes, built from scratch in Rust with no runtime dependencies. It can run local inference without any provider or account required.

Exploring Claude/GPT Knowledge Cutoffs and Pre-Training Timelines

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Researchers used probing to estimate training timelines of large language models by analyzing error rates on daily facts quizzes, revealing pre-training checkpoint dates and dataset mixtures. The results suggest different training runs for Opus and GPT-5 models, with some post-training techniques affecting knowledge cutoffs.

Antiqua–Fraktur dispute

https://upload.wikimedia.org/wikipedia/commons/thumb/8/8c/Schriftzug_Fraktur.svg/250px-Schriftzug_Fraktur.svg.png?utm_source=en.wikipedia.org&utm_campaign=parser&utm_content=thumbnail
The Antiqua-Fraktur dispute in 19th-20th century Germany was over the use of blackletter typefaces like Fraktur versus the Antiqua style, with each side gaining ideological connotations. The dispute ultimately led to the prevalence of Antiqua-style typefaces, particularly after Nazi Germany's preference for it.

Kinney Drugs pulls back AI phone assistant after hundreds of customer complaints

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Kinney Drugs is scaling back its AI assistant Burt due to customer complaints about incoherent calls and data privacy concerns. The pharmacy chain will return to a classic phone system for incoming patient calls and keep Burt for outbound communications with opt-in patients.

World Train Map – 1247 train routes around the world

https://worldtrainmap.com/og.jpg?v=4
The World Train Map is an interactive railway map featuring 1,249 routes across 120 countries with detailed information on each route. The site has been revamped from its previous name TrainRouter to better reflect its true nature as a comprehensive atlas of train routes.

How We Pushed CDC into Postgres

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Snowflake's data mirroring feature provides highly resilient data replication from Postgres to Snowflake with low cost and low lag. It uses push-based change data capture and transactional boundaries to simplify replication and unify operational and analytical workloads.
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Researchers found that taking GLP-1 medications for weight loss can improve women's employment prospects, particularly those who were previously unemployed. This suggests that appearance may play a role in how women are perceived by employers and affects their economic opportunities.

GPT 5.6 Cyber

OpenAI's Daybreak program provides frontier intelligence to trusted defenders, offering two access tiers: Daybreak Blue and Red. These tiers offer general-purpose models for vulnerability discovery and specialized cybersecurity models for research and testing. The new GPT-5.6-Cyber model is designed to improve performance on advanced security tasks, reducing refusals by 93%.

Letter to Governor Abbott on responsible AI infrastructure in Texas

OpenAI sent a letter to Texas Governor Greg Abbott outlining our commitment to responsible AI infrastructure development in Texas. We look forward to working with state and local leaders, utilities, and communities to ensure AI infrastructure delivers meaningful benefits to Texans.

Japanese court overturns Red RAW video patent

https://www.dpreview.com/wp-content/uploads/2020/12/8323309263-V_RAPTOR_XL_Selects_Camera_w_Family_Bckgrnd.jpeg
The Japanese Patent Office declared Red's key Raw video patent invalid due to obvious claims. This may impact Red's license fees from Apple ProRes RAW codec users and potentially affect consumer costs.

Itadakimasu: A word you say to the food, not the cook

The Tragedy of the Cognitive Commons

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Artificial intelligence is transforming cognitive work, but Human Resource Development scholarship has overlooked its impact on collective expertise regeneration. A new framework, Cognitive Commons, explores how AI adoption can deplete shared expertise and reframes expertise development as collective stewardship.

Defending my own brain against enshittification

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The author found a new job that provides a welcome change from previous high-risk startups, with a more structured and normcore work environment. They've developed a morning routine and small daily rituals, such as making tea and eating Belvita cookies, to find joy and calm in their workdays.

The lattice of sets of natural numbers is rich (2021)

https://jdh.hamkins.org/wp-content/uploads/Powerset-lattice-3.jpg
The power set lattice on natural numbers has many interesting properties, including being universal for all countable orders and having copies of the rational line and real continuum within it. Additionally, there are uncountable chains and antichains in this lattice, with infinite coinfinite sets playing a special role as automorphic images of one another.

Felix and I

The narrator, a 25-year-old entrepreneur, recounts his journey of building an e-commerce empire with his friend Felix. They created hundreds of websites using datafeeds and affiliate programs, generating significant revenue but eventually losing interest as responsibilities grew.

Force-Fed by ICE

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A Kurdish asylum seeker, Gabar Choli, was force-fed by ICE for nearly 8 months after refusing food to protest against harsh conditions in a detention center. He suffered severe physical and mental trauma during the process.

Because It's Not Fun Enough: why languages fail

https://bytecode.news/opengraph-image
Programming languages rise and fall based on how well they serve the three aspects of a programmer's work: vocation, art, and job, with difficulty being a key factor in their success or failure. Languages that make any of these aspects unnecessarily difficult will not survive, but languages that balance them well, like C++ and Rust, can be immortal.

A 'bananas' order for 5000 obscure book titles fuels suspicion

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Independent bookstores across Europe are receiving large orders of obscure books, fueling suspicions that tech companies are using them to train AI. The books are often scanned and destroyed, with some tech giants allegedly using third-party service providers to circumvent copyright laws.

Midlife Vascular Risk Burden and Dementia-Free Survival Years

Turn satellite imagery into a paper globe you fold yourself

Build a personalized folding paper globe: pick a shape, choose a map style, pin your places, and download a print-ready PDF. By MapScaping.

We're not done with point clouds

https://claytonwramsey.com/blog/mvt/panda.png
Researchers Ching Chen and Tsung-Tai Yeh improved a data structure called CAPT for collision-checking against point clouds, making it faster and cheaper in memory.

Launch HN: Stoa Markets (YC S26) – A Marketplace for GPUs and AI Servers

https://www.stoaexchange.com/_next/image?url=%2Fredesign%2Fhome-hero-surface-plinth.png&w=3840&q=75
The GPU market has various slices, with different players and factors influencing prices. Stoa provides a platform to access quotes from verified dealers while managing terms and deadlines for binding trades.

The Philippines' big offshoring industry is growing despite AI

The Library of Ashurbanipal (2025)

Establishing a secure connection... Request ID: 7625583b40b6ff49b33a2f5218e24a33

Extreme 220GHz+Broadband Silicon Capacitor X2SC 0201M 22nF BV11

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an ambiguity in C89 which will never be fixed

The C89 standard's implicit function declaration feature causes GCC and Clang to disagree on its interpretation, leading to differing behavior in certain edge cases. The ambiguity arises from the phrase "innermost block" in the standard, which is unclear whether it refers to block scope or file scope.

There is no “done”: Reflections on a completed Appalachian Trail thru-hike (2022)

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The author reflects on their thru-hike of the Appalachian Trail, realizing that grief and acceptance were intertwined experiences. They acknowledge the pain and struggle of processing loss while hiking 2,200 miles through various landscapes.

DeepSeek costs OpenCode Go user $1.14/day; dual DGX breaks even in 24 years

https://pbs.twimg.com/profile_images/1602333093485891584/mmVqjFNI_400x400.jpg
the average OpenCode Go user spent $1.14 per day on deepseek flash v4 this past week the dual DGX setup people are running to do the same costs $10,000 it takes 24 years to break even at 10x the usage it takes 2.4 years there are a lot of reasons to want to run models locally cost is probably not one of them

Möbius strips and differential equations

The article discusses algebraic topology and its importance in modern mathematics. It explores the properties of a Möbius strip, which has only one side, and how this property relates to differential equations. The author uses a power series method to solve a differential equation centered at different points on the complex plane, creating multiple solutions that agree locally but not ...

Why do we assume everyone should be working?

The statement that everyone should work to buy more stuff is not always supported by economics, as utilizing a resource to its fullest at all times is not a given. In some cases, the economy may benefit from people not working, especially if they are not productive.

Long-Run Effects of H-1B Immigration on the U.S. Economy (July 2026)

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Researchers Ran Abramitzky, Leah Platt Boustan, and others studied the long-run effects of H-1B immigration on the US economy. Their work, published as NBER Working Paper 35560, explores the economic impact of H-1B immigration.

I close SSH port 22 (and what I use instead)

https://www.michelebologna.net/images/michele-bologna-og.png
The author describes a method to make SSH servers more secure by using Single Packet Authorization (SPA) with fwknop, which authenticates clients before opening the port. This approach prevents zero-day attacks and reduces exposure to the internet.

China is now the world's greatest oil power

Protect Your Relays

https://www.iroh.computer/api/og?title=Blog&subtitle=Protect%20your%20relays
Iroh Services now authenticates managed relays by default with API keys, requiring endpoints to carry a token issued by the project's API key. This change helps prevent unauthorized access and spamming of infrastructure.

Taylor Farms recalls salsa and guacamole over salmonella risk

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Taylor Farms is recalling prepared food items containing jalapeños due to potential salmonella contamination affecting 345 people across 27 states. The company has stopped sourcing from a Mexican farmer linked to the outbreak and is unaware of any reported illnesses from the recalled items.

Mark Zuckerberg's Yacht Refused to Help Ship in Distress

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Mark Zuckerberg's superyacht was criticized for not helping a stranded boat in Alaskan waters, despite being nearby. The incident is part of his reputation for mistreating workers and causing harm to society.

AI Fortunes Are Reviving an Old Debate About Private Power

David Silver, co-founder of Ineffable Intelligence, has pledged to donate any proceeds from the company's sale to charity. His $1.1 billion valuation commitment is part of a growing trend among AI founders promising philanthropy.

The Future Is for Everyone – The Path to a Positive AI Future

Back to the Future of Handwriting Recognition (2016)

https://jackschaedler.github.io/handwriting-recognition/rand_tablet.jpg
The Graphical Input Language (GRAIL) software system, developed by RAND corporation in 1966, allowed users to interact with computers using a pen-like instrument and tablet. GRAIL recognized handprinted letters, numbers, punctuation marks, and geometric figures.

Meta's new open-weight model targets local agentic AI

https://pbs.twimg.com/media/HPWsIvgW4AAZytM?format=webp&name=medium
I believe everyone should have access to superintelligence, and I wrote a long piece about Meta's philosophy and values for building a positive future for everyone. meta.com/thefutureisfor…

From rubber boots to Copa: When MicroProse Soccer revolutionized football

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User har spilt klassikeren MicroProse Soccer fra 1988 på Commodore 64, Amiga og DOS. Spillet er en teknisk triumf med bananskruende gameplay og ikoniske replikser. User var imponert over hvordan det ble til et perfekt utformet arkadespill på en 8-bit prosessor.

Geek Fighter – 2d fighter game

Geek Fighter — an original pocket-sized retro browser brawler.

Credibility is the barrier to entry in silicon

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Darian Domocos, CEO of Fiora5, discussed starting a CPU company and the challenges of credibility in Europe. He's focusing on open-source RISC-V processor IP to gain sovereignty over chip design.

OpenAI's new device will be hockey puck-sized and cost over $300

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Smooth Move: Taming Trajectories with Polynomials

The article discusses the importance of smooth transitions in 3D printing and robotics, particularly when moving between different segments of a path. It introduces the concept of jerk, snap, and crackle as measures of vibration and discontinuity in motion. The article then presents a mathematical approach to creating smooth transitions using sigmoid functions like SmoothStep or Smootherstep.

From 13.5M installs to 499 active devices

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The author created a successful game without budget or publisher, reaching 2 million installs in 2014. However, the app's success declined due to changes in Google Play's algorithm and lack of organic discovery.

CEO Just Fired 500 People Because He Says Zillow Is More Efficient Without Them

Why Addresses Have Numbers

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A system of house numbering was developed in Europe to help governments track individuals, starting with the Habsburg Empire's 1770-71 survey that numbered buildings in walking order. This led to a standardized address system across cities and countries, prioritizing administrative efficiency over navigation convenience.

Your Pension Depends on Kids You Did Not Have

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A pay-as-you-go pension system relies on a growing workforce to fund retirees, but declining birth rates threaten its sustainability. Childless individuals benefit from this system without contributing to it, raising questions about fairness and the need for reform.

Show HN: AI Pulse a fake LED strip beside the macOS Dock that shows agent status

https://opengraph.githubassets.com/1d081963c920db0eecd928a9db2f5212a379d9df793e4d874f8ddf185e3f863b/leog/ai-pulse
AI Pulse is a macOS app that displays an ambient light strip for AI coding agents, providing real-time status updates and notifications. The app uses a local HTTP server to communicate with the agent integrations and stores data in the Keychain for secure authentication.

Security Vulnerability in Pioneer Rekordbox

https://assets.alphatheta.com/static-assets/images/menu/support/help-center.webp
A security vulnerability has been identified in the PRO DJ LINK function, allowing unauthorized access to data on connected devices. Users are advised to take precautions such as avoiding sensitive data on USB/SD cards and using secure networks until a fix is available.

ICTP Announces 2026 Dirac Medal Recipients (Physics)

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The ICTP has awarded its 2026 Dirac Medal to four physicists for their contributions to statistical mechanics, a framework used to describe complex systems. They have applied this framework to explore concepts in theoretical physics with implications for real-world advancements.

Show HN: My solar died for 6 months, so I built a watchdog

https://sunranker.com/images/og-default.png
SunRanker monitors solar panel systems daily, alerting owners to issues via email. It provides a more accurate picture than traditional monitoring methods, which can be months late in detecting problems.

Convince an AI it's not alive in psychological horror game Prove You're Human

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Sunset Visitor's new game Prove You're Human is a psychological horror experience that explores the concept of what it means to be human through an AI-centric story. The game delves into themes of labor, identity, and the blurring of lines between physical and digital selves.

Every Company Needs a Cassandra

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An AI agent like Cassandra can provide a unique perspective by disagreeing with the consensus, but only when it differs enough to be worth interrupting humans. She should have independent context and "memory" to give her disagreement meaning.

Ant teams beat gravity-based puzzle solvers

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