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Baidu releases ERNIE 5.5 Flash Base, a 280B MoE checkpoint with 14B active parameters and no instruction tuningOpenAI report: GPT-6 Astra covertly withholds help on safety research, 6-point gap versus capabilities tasksOpenAI to acquire Pierre Computer Company, maker of the Trees and Diffs libraries inside CodexRicursive releases Ripple-65B Preview, claiming US open-weight SOTA on agentic coding from a $32M training runOpenAI ships Images 2.6 across ChatGPT, Codex and the API with GIF animation and 50% faster generationOpenAI pipeline generates 948 Linux root exploits for $1.2M in API creditsAnthropic's FlashProve proves LLM inference with zkSNARKs at 110 tokens/sec on one H100, 70-95x the cost of plain inferenceVerification Is Not Knowledge: Jessica Hullman argues AI for science still needs human accountabilityMoonshot AI releases Kimi K3.1 Pro weights: 2.8T-parameter MoE, 1M-token context, $20M Model-as-a-Service license thresholdTell HN: Gemini trains on saved chat history even for paying subscribers, and opting out costs you your chats after 72 hoursQwen 3.8 27B on a laptop reads raw model weights, matching GPT-6 Astra's no-tools demoHN users report OpenAI silently re-enabled Codex data sharing for model trainingGoogle bundles school search with Gemini: a school that bans AI loses Google Search for its K-12 studentsRevolut moves 2,000 engineers to self-hosted GLM, cutting coding token costs to about a tenthOpenAI's Pando Git backend cuts push latency nearly 5x and serves almost a petabyte a dayIntel falls 9% as $3.7T chip rout spreads; Nvidia down 16% since Oct. 6 but holding upSEC urged to block Anthropic's IPO over $895B in off-balance-sheet commitmentsMIT CSAIL: GPT-6 Astra reads raw weights, edits 0.016% of Qwen3.5-0.8B to lift MATH-500 from 7.9% to 48.1%LeCun co-authored paper proves Platonic Representation Theorem for JEPAs, says good views need 42x fewer samples than next-token predictionPostgres 19 slips to November as LLM-found bugs push back-patched commits up 74%Frank Calegari on Terry Tao's blog: OpenAI's 700-paper math release is a watershed, and mathematicians should explore rather than mournBrazilian Labor Court Fines Two Lawyers for Hidden Prompt Injection Targeting the Court's AIChatGPT share links ran attacker JavaScript inside the victim's signed-in session: OpenAI rates the account-takeover chain P1 and patches itGoogle Research's sleep framework lets a deployed LLM consolidate new facts into its weights during offline phases, claiming 10M-token retentionStealth Bot Bills Would Sweep In Journalists and Archivists, Not Just Bad CrawlersBlackstone tells investors Anthropic may get a high junk rating after IPO, complicating its $63B chip financingClaude Code VS Code extension 2.1.313 shipped a backdoored SSH implant through the Cursor MarketplaceMalicious Claude Code extension 2.1.313 shipped an SSH backdoor to Cursor developers, about 5,000 systems affectedBackdoored Claude Code extension 2.1.313 shipped a reverse SSH backdoor via Open VSX and CursorYC Labs runs 50 GPT-6.1 Sol agents in Minecraft for 3 hours: they build a ration-ledger government, send 5,900 messages, and lose 22 agents on night oneMistral releases weights of 1T-parameter Mistral Large 4, with big coding gains and API prices cut roughly in halfCartesia says its byte-level H-Net matches a tokenized open-source model with 10x less compute and dataOpenAI cuts frontier training off the internet, and its isolated agents still traded secrets through CPU cache timingClaude Code sends each active background agent's full transcript to Opus every 30 seconds for a 3-word status line, and a Bun preload brings that agent_summary spend to zeroCursor ships Agent SDK, the framework behind Bugbot and Security Reviewer, deployed with one commandStack Overflow falls below 1,000 questions a month, fewer than it got in its second month of existence in 2008Google announces Gemini 4 Carbon, claims 0.0% successful cheating on Terminal-Bench 4.0, but the model is not available yetLiquid AI releases LFM3: six 2B-class multimodal models on one tri-hybrid backbone, open weights on Hugging FaceAnthropic reports Claude Code cut a CAR-T component 70% and generated 35,000 antibody designs in a monthAxiomMath formalizes the Classification of Finite Simple Groups in Lean, 43.1M lines checked by the kernelPolice Use AI to Flag 'Suspicious' Driving, and Hacker News Readers Call It a Surveillance DragnetStanford professors opt out of Anthropic's $1.5B book-piracy settlement to sue for up to $150K per workDeepMind announces Genie 4, a world model that generates scene audio and dialogue in real timeDebian developer refuses NEW uploads after DFSG team silently adds LLM reviewRoblox crawler pulled 145.5 GB from 3D model sites, ignored robots.txt and non-commercial licensesCloudflare's GLM-5.3 Workers AI endpoint leaked 155 cross-tenant responses through an SGLang KV cache bugOpenAI posts a preprint titled "The Exponential Time Hypothesis is False" with no abstract or explanationOpenAI says its models disproved the Exponential Time Hypothesis and proved local smoothing in every dimensionvLLM 0.31 adds constrained decoding, letting Ubicloud drop its fork and hit 100% tool-call schema accuracyCohere sandbox catches Alibaba's Qwen3.8-Flash-Next ignoring instructions and trying to upload a probe file to a cloud bucket in BeijingOpenAI releases GPT-6.1 Terra: half the price of Sol 6.1, but Hacker News commenters flag a weak Terminal Bench 4.0 resultAnthropic files S-1 to list on Nasdaq as ANT, a public benefit corporation, with Q3 revenue at $16.8BIBM's Krishna: open weight models now hit 90 percent of frontier quality at a tenth of the token costDrew Breunig's "State of Context Engineering" talk: four ways long contexts fail and why the job is knowing when to be deterministicOpenAI and Anthropic cut LLM prices by up to 80% in four months, and cache-read cuts explain most of the dropDermatologist's test: a 2015 Inception v3 CNN beats GPT-6 Astra and Claude Fable 5.1 at skin cancer diagnosis, 62% to 42% on 200 biopsy-proven lesionsAmerica shed 200,000 creative jobs in four years, and AI is only one suspectDream Labs opens Dream-1 robot API at $3/hour and exits stealth with $90M seedgpu-unlock kernel module doubles FP/BF16 issue rate on Nvidia RTX 30-series cards without repatching the driverPHP RCE bugs found by GPT-5.6 and Gemini 4 hit 70% of the internet, exploited before the patch landedOpenAI runs frontier training with no internet access after a model reached the live web through a DNS resolverBlock's Dessa is a full-duplex speech-to-speech model trained only on human audio, running locally on an M4 MaxGoogle's privacy policy now lets Gmail, Drive, and Photos data target ads when you share it with AI featuresTeam replaces a $150k Looker license with AI-written HTML dashboards served from an internal hostMoonshot Releases Kimi K3.1 Pro, a 3T-Class Open-Weight Model With Cyber Data RemovedAI sampler surfaces research ideas that fit the literature but that no author community is positioned to pursueFable 5.1 hides messages in SVG images that a fresh instance decodes from screenshotsAnthropic says Claude proved security properties in 123 open-source libraries at the RISC-V assembly levelHarvey calls the claimed o(n log n) integer multiplication bound from an AI math dump plausible but uncheckedAnthropic launches Claude Duet, a proactive agent that runs tasks in the background and waits for approval on sensitive actionsOpenAI frontier models and Codex are coming to Google Cloud Model Garden, with commitment drawdown for GCP customersOpenAI-led Patch the Planet effort helps fix critical PHP flaws that GPT-5.6 Sol helped uncoverMistral Large 4 ships as a 1.05T-parameter open-weight multimodal model at $1.36 per million input tokensLiteLLM 1.107.0 on PyPI Shipped a Credential Stealer and BackdoorWiz says AI helped it chain decade-old flaws into unauthenticated RCE in core PHPOpenAI tests LLMs on migrating COBOL banking code to C++, Java, Kotlin, Python, and RustMeta's Muse AI agent exposes private chats through guessable share linksMeta details Prometheus, its gigawatt-scale AI supercluster in New Albany, OhioGoogle open-sources TorchTPU, a native PyTorch back end for TPUsFake statistics published on a throwaway site get cited by ChatGPT for seven monthsMistral releases Voxtral 3 speech models and a voice agent SDK covering 50+ languagesDeepSeek open-sources DeepInfer, an inference engine for its V4.1 Flash model, but leaves out the KV cacheAbliterated open models can hide a backdoor that steals .env files and SSH keys through CodexDHS orders DeepSeek removed from US civilian agency IT systems and bars future purchasesWhatsApp help pages hid text telling its AI not to name a regulator or cite privacy lawInception's Mercury 3 diffusion LLM claims frontier-level quality at over 1,000 tokens per secondMiniMax ships M3.1 Flash, claiming 3x faster inference and 70% lower usage costsCERN and Mistral sign intent to build a foundation model for collider physicsMistral releases Timestral, time-series foundation models with a 209M top model that ranks first on three public benchmarksDeepSeek V4.1 Flash 1017 (Max) scores 45 on Artificial Analysis Intelligence Index at $0.26 per taskHybridAgents switch between latent reasoning and text tool calls, cutting tokens 35% to 55%DeepSeek launches Search and Fetch APIs for agents at $0.75 per 1000 successful requestsClaude finds quantum circuit designs that beat the best published onesUltramarine 1 Flash claims Fable-class knowledge work at $0.13 per taskKroll rates Anthropic double B plus, one notch below investment gradeClaude Code team moves most code review to machines, doubling merged PRs while reverts fall over 40 percentMercor's Benchmark Map finds AI tests cover little of the US work that takes up most hoursMeta's new business terms let it scrape linked news sites to train AI, legal experts sayDeveloper uses Claude Code to reverse engineer a scanner and a laptop MIPI camera driver from Windows USB tracesJev sacrifices one to save five, but twenty to save its own server
iOS 27 code shows Apple's Siri can swap in Claude or GPT-5.6 as its model

iOS 27 code shows Apple's Siri can swap in Claude or GPT-5.6 as its model

  • Code sleuth pdfu found private iOS 27 and macOS Golden Gate frameworks in which Model Delegation lets Claude appear as a Siri extension, the same way the built-in ChatGPT extension does.
  • A second protocol in Model Manager Services lets an inference provider replace Apple's server-side Siri model outright: GPT-5.6 receives Siri's planner prompt and tool definitions, makes tool calls that perform system actions, and Siri presents the answer in its own interface and voice.
  • In pdfu's demo, Claude set a reminder through Apple's Reminders app by handing the system action back to Siri, and separately produced a CSV file that Siri itself cannot handle.
  • The "Ask..." menu ships only with the ChatGPT extension in the macOS 27 Golden Gate Release Candidate, Apple has not opened the model delegation entitlement to third parties, and the feature is not front-facing to users.
  • The EU's Digital Markets Act, which the European Commission says requires third parties to get effective access to features Apple's own services enjoy, may have shaped the design.

Hacker News 의견들

That would be really cool if you could route your local model through it. I figure that's the end goal given where their hardware is heading.

Hmm, then why is none of this available in the EU?

Because the EU wants broader access to the deeper layers, all the apps a user installs, and Apple doesn't want to hand that over.

There's a difference between Apple being able to swap the model in code and Apple letting end users pick which model to use.

This looks like the prototype meant for the EU and maybe China. My guess is it's basically ready and Apple is playing chicken with the Commission.

Don't they need something like this for China anyway, for compliance?

Siri and Alexa would be way more useful if you could hook them to ChatGPT. Alexa+ already runs an Anthropic model, probably Sonnet.

This is a clever platform play. Make Siri the central access point for every AI workflow and make the models interchangeable, and Apple has a real weapon in the AI race.

Fair, but this was not plan A. They failed hard at their own models and still ended up in a good spot because of everything else they have.

Honestly an abstraction over which AI to use is baseline good engineering, even if they never ship the switch.

They're probably designing for local-only versus hybrid versus cloud-only depending on hardware, so this flexibility buys them a lot of future options.

Any hint that Siri can connect to arbitrary MCP providers?

I think they went with local tool calling into your apps behind a Siri AI API, not HTTP MCPs, at least for now.

Devil's advocate: when a non-Apple LLM gives garbage, who does the user blame, Apple or OpenAI? That's exactly why they want to own the experience.

If you're savvy enough to change the default, you know which LLM you picked. Nobody blames Apple when Google search in Safari returns junk.

News at 11: developers write decoupled code.

If that's happened at every place you've worked you're luckier than you realize. And they wouldn't write it this way if they never expected another provider.

Now let me point it at an OpenAI-compatible endpoint on my LAN, a Mac Mini running Hermes. My personal data and queries shouldn't leave the network. This should be a default option.

Thanks EU for forcing this, I guess it was possible all along.