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Nov 11Wed
  1. ChinaTalk70

    Piggybacking to the Frontier

    American data vendors including Mercor, Surge AI, Turing, AfterQuery, Pareto, Abundant, DeccanAI, Eaglepoint and Invisible sell reinforcement learning environments and other data to Chinese AI labs, with AfterQuery reportedly drawing half of its $100 million ARR from Chinese business. The article explains how RL environments work, argues the sales let Chinese labs save compute and piggyback on American post-training recipes, and proposes BIS export restrictions and DoW procurement rules while noting the harms are likely limited.

  2. Hacker News AI42

    Show HN: Halyard – Mac and iPhone app for AI agents in tmux, nothing to install

    Halyard is a Mac, iPhone and iPad app that opens tmux sessions on your own servers over SSH, so AI coding agents like Claude Code, Codex and Gemini keep running when you close the lid or lose connectivity. The Mac app renders with libghostty on the GPU, supports full tmux history search, SFTP file browsing and Keychain-stored keys, and connects directly with no relay or account. It requires a reachable SSH server with tmux, macOS 15 or later, and iOS/iPadOS 17 or later, with a 14-day trial and Halyard Pro at $24.99.

  3. Hacker News AI12

    LDSBot, an AI LDS Chatbot

    The linked Exponent II blog post, "TBM 2.0: Meet LDSBot," introduces LDSBot, an AI chatbot for LDS topics. The item was submitted to Hacker News with 1 point and no comments.

  4. Hacker News AI58

    Lokey – A native Android keyboard with local AI for prediction, autocorrection

    Lokey is a native Kotlin Android keyboard that runs word prediction, autocorrection, dictation and translation models locally on the phone, without an account, subscription or inference service connection. It supports 39 languages and eleven keyboard families, with optional models including LFM 2.5 350M, Qwen 3.5 0.8B, Parakeet v3 and Qwen3 ASR, downloaded separately from the app. It requires Android 9 or later on an ARM64 device, is beta software, and is released under the MIT license with third-party runtimes and model weights under their own licenses.

  6. vLLM Blog58

    Encoder Disaggregation in vLLM: Scaling Multimodal Serving with EPD

    vLLM details its Encoder/Prefill/Decode (EPD) disaggregation work, including metadata-only requests that let downstream instances reuse remote embeddings without repeating media preprocessing, a dedicated encoder-only Model Runner V2 path, and remote embedding transfer via NIXL and Mooncake. It also covers cross-encoder output reuse through Mooncake Store and orchestration support in vLLM Router, SMG, and llm-d, with core capabilities in vLLM v0.32.0 and DeepSeek V4.1 Flash metadata-only support on main via #62802. A DeepSeek V4.1 Flash benchmark on GB200 found EPD delivered 6.6–9.5% higher per-GPU throughput and 44–47% lower P90 TTFT than PD at concurrency 64–128, but lower per-GPU throughput at concurrency 16.

  7. Hacker News AI36

    The Jevons Paradox Explains Why AI Will Create More Software

    The author argues that cheaper AI-assisted software development will increase rather than reduce total software output, citing the Jevons paradox from William Stanley Jevons's 1865 book The Coal Question, which also applied the argument to labour and the sewing machine. He contrasts cases where efficiency gains kept workers employed (seamstresses, bank tellers after ATMs) with telephone operators displaced by mechanical switching, and notes that software output is rising faster than developer headcount. He bets on far more small, disposable software while expecting narrow programming roles to shrink and developer roles to grow slowly.

  8. Hacker News AI78

    Phala Confidential AI Compromised

    Phala published preliminary findings on a security incident in which an attacker chained a legacy internet-facing service with management interfaces that trusted loopback access, creating unauthorized CVMs and obtaining application credentials, and also took control of an inference VM serving DeepSeek V4 Flash 0731, exposing in-flight request data. Requests routed to Phala by OpenRouter between October 21, 2026 00:00 UTC and November 8, 2026 05:35 UTC should be treated as exposed, and affected CVM owners were contacted directly with rotation guidance. Phala contained the incident on November 8, rotated its KMS root key on November 6, restored the model service with added protections, and says a full root cause analysis is still in progress.

    Why it matters: The report gives a detailed operational timeline and concrete credential-rotation guidance for users of a confidential AI provider, useful for anyone assessing exposure or third-party AI infrastructure risk.

  9. Hacker News AI38

    AI companion that matches humans

    Kindred is an AI companion app for private text or voice conversations that, if users enable matching, detects broad themes and feelings in those conversations and notifies them when someone with something in common is found, with both parties able to join a shared room under pseudonyms. It also offers Memory and Chapters, which carry selected context between saved conversations, and a W Folder for keeping positive moments. Voice conversations use GPT-Live by OpenAI and text chats use GPT-5.6 Luna by OpenAI, and the app is available on the App Store with a demo.

  11. Hacker News AI34

    We Run a Bootstrapped AI Startup on Almost Zero Operating Costs

    A former co-founder and CTO of a bootstrapped AI ed-tech startup describes how the team covered most product infrastructure through startup programs, credits and free tiers rather than paying for each SaaS service, including Sarvam LLM credits, Deepgram and ElevenLabs speech credits, Cloudflare, PostHog, Sentry, Neon and others. He details the mock-interview STT/TTS loop, concurrency limits across providers, and fallback routing, estimating roughly 235 concurrent interviews on paper with 20% headroom across three STT providers. He concludes that credits are not an architecture, since they expire and limits change, so integrations were kept swappable with fallbacks for critical parts.

  13. Codex Releases12

    0.169.0-alpha.11

    This page is a GitHub Changelog entry titled "0.169.0-alpha.11"; the supplied material consists only of site navigation and product menu text, with no release notes or details about the version.

  14. Google Blog AI28

    Experience the art and legacy of Dr. Esther Mahlangu

    Google Arts & Culture has launched the first online retrospective of South African artist Dr. Esther Mahlangu, timed to her 91st birthday, featuring more than 45 curated stories and an archive of her art, life and legacy. Curator Nontobeko Ntombela describes using AI, including Veo, to visually recreate Mahlangu's undocumented memories from age 10 until her first documented works in 1980, in collaboration with Google DeepMind, the Google Arts & Culture Lab and Domestic Data Streamers. The exhibition was curated with partners including Art of Contemporary Africa, Iziko Museums of South Africa, the British Museum, the Jean Pigozzi Collection, the National Museum of Women in the Arts and Serpentine, and is available at goo.gle/esther-mahlangu.

  16. Hacker News AI58

    OSS projects banning AI-generated contributions

    A list of open-source projects that have adopted policies banning or restricting contributions generated with LLMs and other generative AI tools, including immich, meilisearch, okhttp, Servo, stb, Redox OS, MonoGame, QEMU, libvips, Fyrox, endless-sky, veloren, Zig, Flask-SocketIO, fast-check and Gentoo Linux. Each entry gives the project's platform, category, scope (code, docs, issues, art or translations), star count and verification date, alongside the project's stated policy wording.

  17. Hacker News AI12

    Sustainable AI: The Economics of Intelligence

    A link submission to a muse.ai article titled "Sustainable AI: The Economics of Intelligence," posted to Hacker News with 1 point and no comments. The supplied material contains only the article and comments URLs, with no article text to summarize.

  18. Hacker News AI23

    Proton keeps your data secure in the age of AI

    Proton says its end-to-end and zero-access encryption means no AI tool can read user emails, files, or passwords, and its documented security principles have not been loosened for AI. AI-written code goes through the same unified controls as human code, including mandatory human approval, required security scans, and least-privilege access for AI agents. Proton uses AI reviewers, continuous AI-powered code reviews, and non-public cyber models from OpenAI and Anthropic for threat analysis, which receive source code and threat intelligence only, never customer content.

  19. Hacker News AI18

    I'd rather use AI than Ansible

    The author suggests that for provisioning a small number of bare metal servers, using prompts and natural language might be simpler than writing YAML, and asks for a reality check. The post links to a Hacker News discussion thread.

  20. Hacker News AI58

    Apple's Claris Testing 'Harbor' App for Local AI on Macs

    Apple's Claris subsidiary is testing Harbor, an early-access app that turns Apple silicon Macs into a private AI inference server for open-weight models, with data staying on local hardware. Harbor can cluster multiple Macs over Thunderbolt 5 to pool unified memory for larger models and higher concurrency, using RDMA support added in macOS Tahoe 26.2, and requires no manual configuration or command line. The App Store listing has been removed, and the sign-up page asks for a company name, suggesting a business focus.

  21. Sakana AI Blog40

    マイケル・ロジャース米退役海軍大将、トム・モラン元CIA支局長がSakana AIのシニアアドバイザーに就任

    Sakana AI announced that Admiral Michael Rogers, U.S. Navy (Ret.), former NSA Director and Commander of U.S. Cyber Command, and Tom Moran, a former senior CIA officer, have joined as Senior Advisors. They will advise the company on strengthening defense capabilities and cybersecurity. Rogers served as NSA Director and Cyber Command commander from 2014 to 2018, while Moran spent nearly 30 years at the CIA, serving six times as Chief of Station.

  22. MarkTechPost62

    MBZUAI’s IFM Releases PAN 2, an Open 29B World Model for Physical AI

    MBZUAI's Institute of Foundation Models released PAN 2, an Apache 2.0 world model that takes a scene and text action and simulates the outcome as video, shipping weights, training code and inference code. It pairs an LLM planner with a 29B MMDiT diffusion transformer trained from scratch, outputting 704×1248 video at 24 fps up to 20 seconds. IFM reports 34.0% full-plan completion on 100 multi-step tasks, leading six tested models, while trailing MiniMax-H3 on single actions and human preference.

  23. Hacker News AI22

    AI Nelo Image

    Nelo Image is a browser-based AI image and photo editor offering text-to-image and image-to-image workflows, with four creative styles, six aspect ratios, and PNG downloads. The first Banana 2.1 image at 1K is free without sign-in or a card and has no visible watermark, while subscriptions run from $19.99 to $79.99 per month with monthly credits.

  25. Hacker News AI25

    VirtualTryOn – AI try-on for clothes, glasses, rings, and hairstyles

    VirtualTryOn is a photo-based tool that previews clothes, glasses, rings, hair color and hairstyles on your own uploaded image, with separate guides for each category. It accepts JPG, PNG and WebP up to 10 MB per image (20 MB combined, 40-megapixel limit), and states that previews are visual aids only and do not establish fit, measurements, lens prescriptions or salon color formulas. Browsing guides and selecting photos use no credits; images are uploaded only when Generate is clicked and can be deleted from My generations.

  26. Hacker News AI18

    AI and Original Intentionality

    Drawing on experience across several industries since 2022, the author suggests society is settling on a middle way: AI use in creative processes will be widely accepted as long as the creation shows clear Original Intentionality across its design, while AI "slop" lacks Intentionality or Originality and is trained on others' work without consent. The author argues restraint shows skill and suspects this explains louder backlash against AI art than AI programming, since end users rarely see code, and suggests cultivating elegance in AI-assisted codebases where people interface with code directly.

  27. Hacker News AI38

    AI Cracks a Quantum Computing Bottleneck

    Researchers compressed quantum measurement data into machine-learning models that supply the wavefunction overlaps needed by quantum Monte Carlo, accelerating hybrid quantum-classical QMC by orders of magnitude. Using measurements from Google's Willow processor, they achieved chemically accurate simulations on up to 40 qubits, more than doubling the scale of previous hardware demonstrations with comparable accuracy, demonstrated on hydrogen chains and strongly correlated iron-sulfur clusters. The authors say the framework addresses a fundamental bottleneck in hybrid quantum algorithms that will persist into the fault-tolerant era.

  29. Hacker News AI22

    Brazil's AI Development Strategy Needs an Edge Layer – TechPolicy.Press

    TechPolicy.Press argues that Brazil's AI debate is overly focused on frontier models and hyperscale data centers, while edge AI—local inference on small, specialized models—better fits the country's industrial and employment needs. The article cites Brazil's 2.3 billion reais ($444.2 million) investment in supercomputing projects with Huawei and iFlytek, and an FGV study estimating that only about 4% of jobs at a 100-megawatt data center become permanent operations and maintenance roles. It points to China's sector-specific industrial AI approach and the CESAR/UCB Power battery-inspection system in Manaus as models, and criticizes the Redata tax regime for excluding Simples Nacional companies.

  30. Hacker News AI0

    Generative AI and the temporary upskilling of knowledge workers

    The supplied material contains no article content; it only displays a site error message stating that a required part of the page could not load, possibly due to a browser extension, network issues, or browser settings. No information about generative AI or knowledge workers is available in the source.

  31. MarkTechPost62

    Fish Audio Releases Live 3, a Full-Duplex Voice Model That Reacts in 186 ms

    Fish Audio has released Live 3, a full-duplex voice model for real-time voice agents that keeps listening while it speaks and learns turn-taking from real human conversations rather than hand-tuned pipeline rules. Fish Audio says it can decide to respond in as little as 186 ms for short reactions like "mm-hmm," though no benchmark scores or latency distribution have been published. It is available on the Fish Agent Platform, via the Fish Audio API, and on-premises for enterprises, priced at $0.035 per minute until December 31, 2026 (then $0.07), and supports English only.

  32. Latent Space28

    AI Engineer Code Summit: OpenAI on New Ways of Working With Codex

    At the AI Engineer Code Summit, OpenAI Developer Experience engineers Dominik Kundel and Charlie Guo presented a workshop on new ways of working with Codex, covering the revamped Codex Cloud, voice as a control plane for managing coding work, and personal agents called dots. Kundel acknowledged the cloud transition has been awkward and said OpenAI wants handoffs between local and cloud tasks to be easier, while Guo described dots as useful as a safety net, a delegation sink, and a ubiquitous presence.

  34. Hugging Face Blog55

    BotPsy: On-Device Personal Assistant with a Sub-Billion-Parameter Agentic Language Model

    Tether AI Research introduces BotPsy, a 0.8B-parameter model built on Qwen3.5-0.8B for function calling and agentic workflows, suitable for on-device deployment. It roughly doubles its base model's tool-use scores (BFCL v4 23.4 to 44.0, ACEBench 30.1 to 58.7, τ-bench 23.2 to 51.5) and outperforms every model up to 1.2B parameters tested on all six agentic benchmarks, while also beating Qwen3.5-2B-Think on five of the six. It will be released with open weights under Apache 2.0 in bf16, Q8 and Q4 as safetensors and GGUF files, and is intended for low- to medium-difficulty tasks, not high-stakes use.

  35. Hacker News AI42

    The Unexpected AI Stack: C# + .NET

    This post argues that C# and .NET are underrated foundations for agentic software development, citing build- and run-time type checks, Roslyn analyzers and source generators, EF Core schema checks, and a mature toolchain as guardrails for agent-written code. It highlights Aspire as a programmable runtime orchestration layer with isolated networking for worktrees and a queryable OpenTelemetry sink, and CSharpRepl as a way for agents to connect to a running application and wrap or replace functions at runtime. The piece is Part 1 of a five-part series and links the full repo at https://github.com/zeeq-ai/zeeq-tmpl.

  36. Hacker News AI30

    The AI Arms Race Is Not Inevitable. It's Just Profitable

    In an excerpt from Garrison Lovely's book "Obsolete," the author argues the race toward AGI—what he calls the "Obsoleting Machine"—is driven by profit rather than inevitability, and could be halted through "compute governance" since a handful of firms (ASML, TSMC, Nvidia) control essential chip supply-chain layers. He details how Nvidia lobbying, Trump administration officials including AI czar David Sacks, and Gulf investment deals have weakened US export controls, and describes trustless verification methods and China's comparatively greater willingness to restrict AI as paths toward a bilateral ban.

  38. Hacker News AI12

    Why are AI.Engineer talks/transcripts/presentations not available for attendes?

    An attendee at the AI Engineer conference in San Francisco, where tickets cost roughly $1,500, reports that transcripts and recordings of talks are not available even to attendees. Staff at the desk mentioned something about a YouTube release and engagement but said they did not know why the material was not released at least to attendees, and offered to forward the concern up the chain. The author, who has ADHD and memory encoding issues, says they wanted the recordings to convert what they learned into lasting facts before it fades within 48–96 hours.

  40. Hacker News AI20

    Controlling your AI agents from a game handheld

    The author describes using a Retroid Pocket 5 Android gaming handheld, paired with a portable OLED screen, power bank and foldable keyboard, to control personal AI agents on a mini PC during business trips. Software includes Termius, Tailscale, pi/opencode, herdr for multiplexing, and a web-based VS Code server for editing files and viewing diffs. The setup has so far been used in hotels and airports, and the author notes most Android terminal apps also support Mosh.