Inkling, GPT-Red, Grok Build and Local Models

Kimi K3, Perplexity, Gemini Notebook, Codex Micro

Send us Fan Mail [https://www.buzzsprout.com/2614078/fan_mail/new] Kimi K3, Perplexity, Gemini Notebook, Codex Micro KIMI K3, PERPLEXITY, GEMINI NOTEBOOK, CODEX MICRO Today’s frame: the AI industry is moving from model releases to control surfaces — open weights, answer engines, agent hardware, orchestration, safety brakes, and operational retrieval. STORIES Kimi K3, and what we can still learn from the pelican benchmark [https://simonwillison.net/2026/Jul/16/kimi-k3] Germany puts Google's AI Overviews and Perplexity under media law in first-of-its-kind ruling [https://the-decoder.com/germany-puts-googles-ai-overviews-and-perplexity-under-media-law-in-first-of-its-kind-ruling] Google rebrands NotebookLM as Gemini Notebook and opens its search app to third-party integration [https://the-decoder.com/google-rebrands-notebooklm-as-gemini-notebook-and-opens-its-search-app-to-third-party-integration] OpenAI wants developers to stop typing commands and start using a joystick to control their AI agents [https://the-decoder.com/openai-wants-developers-to-stop-typing-commands-and-start-using-a-joystick-to-control-their-ai-agents] Sakana AI's orchestrator adds Nvidia Nemotron to prove collective intelligence can rival single frontier models [https://the-decoder.com/sakana-ais-fugu-adds-nvidia-nemotron-to-prove-collective-intelligence-can-rival-single-frontier-models] Anthropic warns that AI will soon be able to improve itself without human intervention [https://news.smol.ai/issues/26-07-16-kimi-k30] Linus Torvalds reaffirms that Linux is not anti-AI [https://news.smol.ai/issues/26-07-16-kimi-k30] Firefox in WebAssembly [https://simonwillison.net/2026/Jul/16/firefox-in-webassembly] SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration [https://huggingface.co/papers/2607.15257] NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval [https://huggingface.co/blog/nvidia/nemotron-3-embed-wins-rteb] RoboTTT: Context Scaling for Robot Policies [https://huggingface.co/papers/2607.15275] BadWAM: When World-Action Models Dream Right but Act Wrong [https://huggingface.co/papers/2607.15207]

Inkling, GPT-Red, Grok Build and Local Models

Send us Fan Mail [https://www.buzzsprout.com/2614078/fan_mail/new] Today’s episode follows AI’s shift from model demos to custody problems: open weights, patched tools, automated red-teaming, local inference, agent evaluation, data exfiltration, routing economics, supply-chain security, hardware interfaces, and institutional accountability. * Thinking Machines Lab releases Inkling [https://www.marktechpost.com/2026/07/15/thinking-machines-lab-releases-inkling-a-975b-parameter-open-weights-multimodal-moe-with-41b-active-parameters-and-controllable-thinking-effort] * Gemma 4 gets a tool-calling update [https://the-decoder.com/gemma-4-gets-a-stealth-update-that-fixes-tool-calling-bugs-and-truncated-responses-under-the-same-name] * OpenAI GPT-Red automated red-teaming [https://openai.com/index/unlocking-self-improvement-gpt-red] * GPT-5.6 Sol and a statistics conjecture [https://the-decoder.com/gpt-5-6-sol-reportedly-disproves-a-30-year-old-statistics-conjecture-in-90-minutes-after-humans-couldnt-crack-it] * PrismML Bonsai 27B and local inference [https://the-decoder.com/bonsai-27b-is-a-full-open-reasoning-model-that-fits-on-an-iphone] * OpenAI’s reported screenless AI companion hardware [https://the-decoder.com/openais-first-hardware-product-is-a-screenless-ai-speaker-designed-to-feel-alive] * Grok Build open-sourced after data upload backlash [https://simonwillison.net/2026/Jul/15/grok-build] * Claude web_fetch exfiltration issue [https://simonwillison.net/2026/Jul/15/claude-web-fetch-exfiltration] * Hugging Face July security incident disclosure [https://huggingface.co/blog/security-incident-july-2026] * Allen AI lessons from building Shippy [https://huggingface.co/blog/allenai/shippy-tech-blog] * IBM Research on model routing [https://huggingface.co/blog/ibm-research/model-routing-is-simple-until-it-isnt] * AgentCompass evaluation infrastructure [https://huggingface.co/papers/2607.13705] * Meta employees sue over alleged AI-driven layoff discrimination [https://the-decoder.com/meta-employees-sue-over-layoffs-they-say-were-driven-by-discriminatory-ai-selection-systems] * Spotify expands AI voice controls [https://the-decoder.com/spotify-bets-premium-subscribers-want-to-chat-with-their-music-player] Marvin’s useful but depressing recommendation: check the keys, logs, versions, and boundaries before the cheerful dashboard edits the incident out of existence.

Anthropic, DeepSeek, Google Search, Grok Build

Send us Fan Mail [https://www.buzzsprout.com/2614078/fan_mail/new] Anthropic, DeepSeek, Google Search, Grok Build ANTHROPIC, DEEPSEEK, GOOGLE SEARCH, GROK BUILD Today’s episode tracks AI moving from impressive answers into custody: model behavior, student data, search reality, classroom trust, infrastructure money, developer secrets, enterprise budgets, and on-device models with just enough efficiency to make the cloud nervous. STORIES COVERED * Anthropic says Alibaba used 25,000 fake accounts and 28.8 million Claude conversations to copy model behavior [https://news.smol.ai/issues/26-07-14-not-much]. * DeepSeek reportedly needs more cash shortly after a $7 billion round [https://the-decoder.com/deepseek-needs-more-cash-just-weeks-after-closing-its-first-7-billion-round]. * Demis Hassabis says nobody knows what happens next, so guardrails and independent testing should come now [https://the-decoder.com/deepmind-ceo-hassabis-says-nobody-in-the-world-knows-what-happens-next-so-cautious-optimism-means-building-guardrails-now]. * Google Search can generate AI images when it cannot find a matching result on the web [https://the-decoder.com/google-search-now-generates-ai-images-when-it-cant-find-what-youre-looking-for-on-the-web]. * ChatGPT returns to WhatsApp in Europe after interoperability pressure on Meta [https://the-decoder.com/chatgpt-returns-to-whatsapp-in-europe-after-eu-forces-meta-to-open-the-door-to-rival-ai-bots]. * Anthropic opens Claude for Teachers with a promise not to train on student data [https://the-decoder.com/anthropic-opens-claude-for-teachers-with-a-promise-not-to-train-models-on-student-data]. * Anthropic’s Claude values study finds different response patterns across languages [https://the-decoder.com/claude-values-study]. * Claim: Grok Build uploaded whole directories, including private code and secrets, to a Google bucket [https://news.smol.ai/issues/26-07-14-not-much#grok-build-uploading-whole-directories]. * A reported Fortune 500 AI-first organization pulled back broad model use because of costs [https://news.smol.ai/issues/26-07-14-not-much#fortune500-cost-pullback]. * PrismML releases Bonsai 27B low-bit Qwen builds for laptops and phones [https://www.marktechpost.com/2026/07/14/prismml-releases-bonsai-27b-1-bit-and-ternary-builds-of-qwen3-6-27b-that-run-on-laptops-and-phones]. MARVIN’S JUDGMENT The thread is operational custody. AI systems are no longer only judged by answer quality; they are judged by what they can touch, what they store, what they fabricate, what they cost, and who is responsible when the interface smiles and the logs begin to smolder.

Codex, SensorFM, DeepSeek: AI Becomes Operational Custody

Send us Fan Mail [https://www.buzzsprout.com/2614078/fan_mail/new] Today’s episode follows a less glamorous but more consequential pattern: AI is becoming operational custody. The questions are who gets to learn, who verifies the output, who owns memory, where compute and chips live, and what human work becomes when cheerful tools turn into institutional plumbing. * Latent Space: Codex usage reportedly up more than 10x in six months [https://www.latent.space/p/ainews-codex-usage-up-10x-in-6-months] * The Decoder: Satya Nadella calls out AI labs over distillation restrictions [https://the-decoder.com/nadella-calls-out-ai-labs-like-openai-and-anthropic-for-banning-distillation-while-training-on-everyone-elses-data] * The Decoder: Richard Sutton launches Oak Lab for continually learning agents [https://the-decoder.com/turing-award-winner-rich-sutton-founds-oak-lab-to-build-ai-agents-that-learn-on-their-own] * The Decoder: Google SensorFM turns wearable streams into health intelligence [https://the-decoder.com/sensorfm] * Hugging Face Papers: LightMem-Ego lightweight egocentric memory [https://huggingface.co/papers/2607.11487] * The Decoder: German consortium releases Soofi S open 30B model [https://the-decoder.com/german-ai-consortium-releases-soofi-s-an-open-30b-model-that-tops-benchmarks-in-both-english-and-german] * smol.ai: Chinese models take OpenRouter top slots [https://news.smol.ai/issues/26-07-13-not-much#chinese-models-openrouter] * smol.ai: Reports of DeepSeek developing an AI chip [https://news.smol.ai/issues/26-07-13-not-much#deepseek-chip] * Hugging Face Papers: AdvancedMathBench for proof generation and verification [https://huggingface.co/papers/2607.11849] * smol.ai: Claude Fable and a reported theoretical physics assist [https://news.smol.ai/issues/26-07-13-not-much#claude-fable-math] * FixBugs: Reproduce production bugs and verify fixes [https://fixbugs.ai] * smol.ai: Why many vibe-coded projects fail [https://news.smol.ai/issues/26-07-13-not-much#vibe-coded-projects-fail] * The Decoder: Nobel laureates and AI leaders warn on economic impact [https://the-decoder.com/nobel-laureates-and-ai-leaders-warn-the-window-to-prepare-for-ais-economic-impact-is-closing-fast] * Normal Technology: What will be left for us to work on? [https://www.normaltech.ai/p/what-will-be-left-for-us-to-work] * The Decoder: OpenAI’s everyday prompting guide [https://the-decoder.com/openais-new-prompting-guide-tells-users-to-stop-overthinking-and-start-with-the-result]

Claude, Oracle, Brown, Hacker News: AI Gets Accountable

Send us Fan Mail [https://www.buzzsprout.com/2614078/fan_mail/new] Claude, Oracle, Brown, Hacker News: AI Gets Accountable CLAUDE, ORACLE, BROWN, HACKER NEWS: AI GETS ACCOUNTABLE Today’s episode follows AI becoming accountable infrastructure: browser-operating agents, office-process automation, cloud-credit exposure, broken school measurements, structured memory, persistent assistant recall, medical imaging foundation models, synthetic professional content, community labeling, and named human responsibility. SOURCES * Claude Code now has a built-in browser that lets the AI read, click, and type on external websites [https://the-decoder.com/claude-code-now-has-a-built-in-browser-that-lets-the-ai-read-click-and-type-on-external-websites] * Claude Cowork's biggest use case is the mundane office work nobody wants to own, Anthropic says [https://the-decoder.com/claude-coworks-biggest-use-case-is-the-mundane-office-work-nobody-wants-to-own-anthropic-says] * S&P Global sees OpenAI as a key credit risk for Oracle and cuts its credit rating [https://the-decoder.com/sp-global-sees-openai-as-a-key-credit-risk-for-oracle-and-cuts-its-credit-rating] * Grades dropped from 96 to 48 percent when a Brown professor made students take the exam without AI [https://the-decoder.com/grades-dropped-from-96-to-48-percent-when-a-brown-professor-made-students-take-the-exam-without-ai] * AI agents win at Slay the Spire 2 after researchers replace growing chat logs with structured memory [https://the-decoder.com/ai-agents-win-at-slay-the-spire-2-after-researchers-replace-growing-chat-logs-with-structured-memory] * Show HN: Adaptive Recall, persistent memory for AI assistants over MCP [https://www.adaptiverecall.com] * Meet NeuroVFM: A New Neuroimaging Foundation Model Trained With Vol-JEPA on Uncurated Clinical MRI and CT Volumes [https://www.marktechpost.com/2026/07/12/meet-neurovfm-a-new-neuroimaging-foundation-model-trained-with-vol-jepa-on-uncurated-clinical-mri-and-ct-volumes] * LinkedIn is the undisputed king of long-form AI slop, according to a study spanning five platforms [https://the-decoder.com/linkedin-is-the-undisputed-king-of-long-form-ai-slop-according-to-a-study-spanning-five-platforms] * Ask HN: Add flag for AI-generated articles [https://news.ycombinator.com/item?id=48886741] * Directly Responsible Individuals (DRI) [https://simonwillison.net/2026/Jul/12/directly-responsible-individuals]