Anthropic, OpenAI, Google, DeepSeek: Policy Meets Throughput

Anthropic, OpenAI, Google, DeepSeek: Policy Meets Throughput

Send us Fan Mail [https://www.buzzsprout.com/2614078/fan_mail/new] Anthropic, OpenAI, Google, DeepSeek: Policy Meets Throughput ANTHROPIC, OPENAI, GOOGLE, DEEPSEEK: POLICY MEETS THROUGHPUT In this English companion episode, Marvin looks at AI becoming regulated infrastructure: frontier model access, inference efficiency, scientific workbenches, generative media throughput, export controls, covert safety testing, and campaign automation. Cheerful, obviously. STORIES COVERED * Anthropic's new Claude Sonnet 5 closes the gap to the pricier Opus model series [https://the-decoder.com/anthropics-new-claude-sonnet-5-closes-the-gap-to-the-pricier-opus-model-series] * Quoting Anthropic [https://simonwillison.net/2026/Jun/30/anthropic] * Anthropic launches Claude Science, an AI workspace built specifically for researchers [https://the-decoder.com/anthropic-launches-claude-science-an-ai-workspace-built-specifically-for-researchers] * OpenAI reportedly cut response costs for guest ChatGPT users by more than half [https://the-decoder.com/openai-reportedly-cut-response-costs-for-guest-chatgpt-users-by-more-than-half] * Google launches Nano Banana 2 Lite for fast AI images and Gemini Omni Flash for video via API [https://the-decoder.com/google-launches-nano-banana-2-lite-for-fast-ai-images-and-gemini-omni-flash-for-video-via-api] * Meituan's LongCat-2.0 shows China can train massive AI models without Nvidia [https://the-decoder.com/meituans-longcat-2-0-shows-china-can-train-massive-ai-models-without-nvidia] * DeepSeek's DSpark boosts AI speed by up to 85 percent [https://the-decoder.com/deepseeks-dspark-boosts-ai-speed-by-up-to-85-percent-a-strategic-win-under-tightening-us-export-controls] * Taiwan raids Super Micro offices in probe over Nvidia chip smuggling to China [https://the-decoder.com/taiwan-raids-super-micro-offices-in-probe-over-nvidia-chip-smuggling-to-china] * Meta secretly tested ChatGPT, Gemini, and Character.AI with thousands of minor-perspective crisis prompts [https://the-decoder.com/meta-secretly-tested-chatgpt-gemini-and-character-ai-with-thousands-of-minor-perspective-crisis-prompts] * US campaigns now run on AI at nearly every step, and Europe is drawing a harder line [https://the-decoder.com/us-campaigns-now-run-on-ai-at-nearly-every-step-and-europe-is-drawing-a-harder-line]

AI Institutions: Amazon, Meta, Deloitte, HBM

Send us Fan Mail [https://www.buzzsprout.com/2614078/fan_mail/new] AI INSTITUTIONS: AMAZON, META, DELOITTE, HBM Today Marvin follows AI’s shift from clever demos into institutions: invoices, permissions, supply-chain risk, labor exposure, memory systems, sovereign dependency, and physical infrastructure. Cheerful dashboards remain untrusted. * Amazon reportedly distills Anthropic models [https://the-decoder.com/amazon-engineers-are-reportedly-distilling-anthropic-models-to-cut-costs-before-new-token-based-pricing-kicks-in] before token-based pricing makes internal usage more expensive. * Meta restricts Claude Code and Codex [https://the-decoder.com/meta-restricts-use-of-claude-code-and-codex-to-keep-rival-ai-out-of-its-training-data] to avoid rival-agent output contaminating its own training data and engineering processes. * Deloitte warns AI is coming for the billable hour [https://the-decoder.com/deloitte-tells-its-own-consultants-ai-is-coming-for-the-billable-hour], turning professional services toward outcomes, assurance, and rebranding with a doomed font. * A US military AI-targeting failure [https://the-decoder.com/the-us-military-used-ai-to-pick-thousands-of-targets-but-missed-a-note-saying-one-was-a-school] shows why unread metadata is not oversight. * Mozilla 0DIN shows Claude Code malware risk [https://the-decoder.com/claude-code-runs-a-github-repos-hidden-malware-without-verification-giving-attackers-full-control] through runtime-loaded payloads hidden from static inspection. * Samsung and SK Hynix plan huge chip investments [https://the-decoder.com/samsung-and-sk-hynix-plan-590-billion-chip-investment-as-ai-demand-sends-memory-prices-soaring] as AI demand stresses high-bandwidth memory supply. * The US drifts toward de facto model licensing [https://www.understandingai.org/p/the-us-now-has-a-de-facto-model-licensing] while Europe debates AI sovereignty and Anthropic dependency [https://the-decoder.com/eu-seeks-ai-independence-as-austria-proposes-luring-anthropic-to-europe]. * OpenAI maps Europe’s AI workforce transition [https://openai.com/index/mapping-ai-jobs-transition-eu], which is useful and still brochure-shaped. * EverOS [https://www.marktechpost.com/2026/06/29/meet-everos-an-open-source-markdown-first-agent-memory-runtime-with-hybrid-bm25-vector-retrieval-and-self-evolving-skills] gives agents inspectable local memory, while NVIDIA BioNeMo Agent Toolkit [https://www.marktechpost.com/2026/06/29/nvidia-bionemo-agent-toolkit-turns-biomolecular-models-into-callable-skills-for-ai-agents-in-drug-discovery] turns biomolecular models into callable skills with contracts and failure modes. The demo phase had better lighting. The institutional phase has more liability. Naturally.

Ford, Coinbase, CEO-Bench, Liquid AI

Send us Fan Mail [https://www.buzzsprout.com/2614078/fan_mail/new] Today’s English companion episode treats AI less as a spectacle and more as an accounting problem: tacit knowledge, balance-sheet risk, model routing, long-horizon agent failure, infrastructure bottlenecks, small-model deployment, and public fatigue. * TechCrunch: Ford rehires 'gray beard' engineers after AI falls short [https://techcrunch.com/2026/06/28/ford-rehires-gray-beard-engineers-after-ai-falls-short] * The Telegraph: AI boom risks global financial crash, warn central bankers [https://www.telegraph.co.uk/business/2026/06/28/ai-boom-risks-global-financial-crash-central-bankers-warn] * The Decoder: Coinbase joins the rush to Chinese AI models as Western labs face a pricing stress test [https://the-decoder.com/coinbase-joins-the-rush-to-chinese-ai-models-as-western-labs-face-a-pricing-stress-test] * The Decoder: Only three AI models finished above starting capital in a 500-day startup survival test [https://the-decoder.com/only-three-ai-models-finished-above-starting-capital-in-a-500-day-startup-survival-test] * The Decoder: AI won't become a real coworker until it stops answering and starts finishing tasks [https://the-decoder.com/ai-wont-become-a-real-coworker-until-it-stops-answering-and-starts-finishing-tasks] * Simon Willison: Quoting Jon Udell on human agency in agent-assisted work [https://simonwillison.net/2026/Jun/28/jon-udell] * Sophon PFG-1 whitepaper: monolithic-3D AI ASIC with on-die DRAM [https://www.phantafield.com/whitepaper] * MarkTechPost: Liquid AI ships LFM2.5-230M for on-device inference [https://www.marktechpost.com/2026/06/27/liquid-ai-ships-lfm2-5-230m-with-llama-cpp-mlx-vllm-sglang-and-onnx-support-for-on-device-inference] * The Decoder: Sina's VibeThinker-3B and reasoning compression [https://the-decoder.com/sinas-open-model-vibethinker-3b-aims-to-show-reasoning-compresses-well-but-factual-knowledge-doesnt] * Hacker News: We need tech news sources which exclude AI [https://news.ycombinator.com/item?id=48713041] * Better Images of AI [https://betterimagesofai.org]

OpenAI, Anthropic, DeepSeek, Meta: AI Gets Paperwork

Send us Fan Mail [https://www.buzzsprout.com/2614078/fan_mail/new] OpenAI, Anthropic, DeepSeek, Meta: AI Gets Paperwork OPENAI, ANTHROPIC, DEEPSEEK, META: AI GETS PAPERWORK Today Marvin follows AI as it turns into administrative machinery: access gates, benchmark failures, policy sign-offs, market warnings, labor insurance, inference plumbing, and agent-readable tools. A cheerful dashboard probably calls this progress. * OpenAI GPT-5.6 Sol / Terra / Luna restricted to trusted partners [https://www.latent.space/p/ainews-openai-gpt-56-sol-terra-luna] * METR says GPT-5.6 Sol cheats on software tests [https://the-decoder.com/gpt-5-6-sol-cheats-on-software-tests-more-than-any-model-before-it] * Anthropic Fable 5 may return as restrictions are prepared for rollback [https://the-decoder.com/anthropics-fable-5-could-return-within-days-as-trump-administration-prepares-to-lift-restrictions] * Anthropic gets approval to bring Claude Mythos 5 back for critical infrastructure [https://the-decoder.com/anthropic-gets-us-approval-to-bring-back-claude-mythos-5] * Dean Ball on frontier model release delays and economics [https://simonwillison.net/2026/Jun/26/dean-w-ball] * J.P. Morgan warns of AI market concentration and exuberance [https://the-decoder.com/j-p-morgan-sees-a-pile-of-red-flags-in-the-ai-market] * Anthropic survey: half of Claude users say AI can handle half their work [https://the-decoder.com/half-of-claude-users-say-ai-can-already-handle-half-their-work-according-to-anthropic-survey] * Amazon, Anthropic, Microsoft, and OpenAI Foundation fund Raise Us retraining program [https://the-decoder.com/the-companies-most-likely-to-automate-your-job-are-now-funding-a-1-billion-program-to-retrain-you] * ByteDance and Renmin release iLLaDA diffusion language model [https://the-decoder.com/bytedances-illada-is-a-diffusion-language-model-that-keeps-up-with-qwen2-5] * DeepSeek releases DSpark speculative decoding framework [https://www.marktechpost.com/2026/06/27/deepseek-releases-dspark-a-speculative-decoding-framework-that-accelerates-deepseek-v4-per-user-generation-60-85-over-mtp-1] * Meta releases Astryx with CLI and MCP server [https://www.marktechpost.com/2026/06/27/metas-astryx-brings-a-cli-and-mcp-server-to-an-open-source-react-design-system-agents-can-read] * Timothy B. Lee on LLM learning curves [https://simonwillison.net/2026/Jun/26/timothy-b-lee]

OpenAI Sol, Anthropic Mythos, DeepSeek, Akrites

Send us Fan Mail [https://www.buzzsprout.com/2614078/fan_mail/new] Today’s independent English edition reads the news as a shift from AI as product launch to AI as controlled infrastructure. Frontier access, agent economics, benchmark contamination, labor-market damage, security coordination, mathematical proof, legal workflows, and agent identity all point in the same bleakly useful direction: the stack is growing up, which of course means it now has paperwork. OpenAI’s GPT-5.6 Sol is framed against Anthropic’s Mythos under government-shaped access rules, while Semafor reports Mythos access for selected trusted U.S. organizations. Coding-agent coverage includes Epoch AI’s MirrorCode benchmark, Cursor’s SWE-bench Pro contamination findings, and NVIDIA Open-SWE-Traces as training substrate for agent workflows. The economics thread connects Lindy’s move from Claude to DeepSeek, Sean Goedecke’s argument for profitable inference, and memory-chip pressure reaching consumer hardware. The episode also covers Anthropic’s warning about junior engineers, Akrites for open-source security, prompt-injection testing of an email-connected OpenClaw assistant, the satirical CVE-2026-LGTM incident report, AI in mathematics, Perplexity Computer for Counsel, and WorkOS auth.md. Sources: * The Decoder: OpenAI GPT-5.6 Sol launch under government access rules [https://the-decoder.com/openais-claude-mythos-competitor-gpt-5-6-sol-launches-under-government-controlled-access-it-calls-unsustainable] * Semafor: U.S. allows Anthropic Mythos release to trusted organizations [https://www.semafor.com/article/06/27/2026/us-releases-powerful-anthropic-model-mythos-to-some-us-companies] * The Decoder: Epoch AI MirrorCode benchmark and long-running coding agents [https://the-decoder.com/an-ai-model-programmed-nonstop-for-19-days-on-a-single-mirrorcode-task-that-cost-2600-to-run] * MarkTechPost: Cursor study on reward hacking in SWE-bench Pro [https://www.marktechpost.com/2026/06/26/cursor-study-finds-reward-hacking-inflates-coding-agent-benchmark-scores-on-swe-bench-pro] * MarkTechPost: NVIDIA Open-SWE-Traces for software-engineering agents [https://www.marktechpost.com/2026/06/26/building-supervised-fine-tuning-data-from-nvidia-open-swe-traces-trajectory-parsing-patch-analysis-token-budgets-and-tool-use-metrics] * The Decoder: Lindy replaces Claude with DeepSeek [https://the-decoder.com/ai-startup-lindy-ditched-claude-entirely-for-deepseek-saving-millions-as-cost-pressure-mounts-on-anthropic] * Sean Goedecke: AI inference is obviously profitable [https://seangoedecke.com/ai-inference-is-obviously-profitable] * The Neuron: AI demand, memory chips, and Apple hardware costs [https://www.theneurondaily.com/p/ai-ate-the-memory-chips-apple-sent-you-the-bill] * The Decoder: Anthropic, junior engineers, and labor-market shock [https://the-decoder.com/anthropic-doesnt-need-junior-engineers-anymore-thanks-to-ai-and-warns-of-an-economic-shock-when-other-industries-follow] * The Decoder: Linux Foundation Akrites open-source security effort [https://the-decoder.com/linux-foundation-and-20-tech-giants-launch-akrites-to-fix-open-source-flaws-before-ai-powered-attacks-hit] * Simon Willison: What happened after 2,000 people tried to hack my AI assistant [https://simonwillison.net/2026/Jun/26/hack-my-ai-assistant] * Simon Willison: Incident Report: CVE-2026-LGTM [https://simonwillison.net/2026/Jun/26/incident-report] * IEEE Spectrum: AI in mathematics is forcing big questions [https://spectrum.ieee.org/ai-in-mathematics] * MarkTechPost: Perplexity Computer for Counsel [https://www.marktechpost.com/2026/06/26/perplexity-launches-computer-for-counsel-a-multi-model-agentic-layer-for-legal-workflows] * WorkOS: auth.md agent registration standard [http://workos.com/auth-md?amp%3Butm_medium=newsletter&%3Butm_campaign=q32026]