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Bonjour, Marty. Petite prophecy from the passenger seat: your brief has opinions. Ok, Marty, ready to hit the brief? I will go source by source. If one grabs you, say "hold up, dig into that one", "expand on that", or "tell me the whole thing", and I will read the full article text underneath it. You can also say "send to Gen" when you want that story carried forward. From AI Daily Brief, I have 18 headlines: - Advanced pattern: architect agent loops, not micromanaged prompts. Instead of actively iterating with the AI, set a goal and architect a loop the AI iterates... - Advanced pattern: turn context portfolios into MCP servers. NLW recommends converting your context portfolios or per-project packs into MCP servers — both... - Audit whether your training resources are actually current. NLW pushes orgs to check that learning and upskilling resources are contemporary with today's... - Build a personal benchmark/eval portfolio. Pin down the tasks that matter most in your work and turn them into a reusable evaluation set —... - Build portable context assets to kill 'bot sitting'. A GLEAN/Work AI Institute study found workers spend about 2.4 hours a week organizing context... - Can't try new models? Experiment with the harnesses. Since you can't test frontier models that haven't shipped, NLW suggests building the same... - Check whether your incentives reward real AI adoption. NLW asks whether people are rewarded — formally or informally — for effective AI use, encouraged... - Don't let known-ROI bias trap you in efficiency AI. NLW worries the token-efficiency era will push orgs toward 'efficiency AI' — doing existing work... - Explore model independence with routers and open models. Amid the Fable situation and rising token costs, NLW recommends individuals experiment with... - Go explore the role-specific plugins you've been ignoring. Claude Code, Codex, and other tools have built function- and industry-specific plugins, but... - GPT-5.6, Sonnet 5, and Gemini 3.5 Pro all slip. Prediction markets saw GPT-5.6 odds for the week plummet from nearly 90% to below 30% on... - If you've avoided it, build a real end-to-end agent. For holdouts who skipped the agent hype, NLW says it's time to go past single prompts and... - Move work out of files and into HTML and web apps. Codex launched a sites feature and Anthropic is pushing a similar pattern, letting knowledge... - Revisit your org's open-model and router policies. Most enterprises lack org-level policies on open models or router architectures — and where they... - Sonnet 5 reads as a stopgap. Claude Sonnet 5 is available to select enterprise customers under early access, described as a... - Start by mapping your personal capability gap. NLW's first step is an honest assessment of the capabilities, tools, and workflows you're not... - We're in a forced, involuntary AI pause. With new model releases off the menu, NLW argues the previous generation — GPT-5.5, Opus 4.8 —... - You need a measurement philosophy, not one metric. Measuring adoption, usage, and outcomes are all different — and even imperfect measures like... That is AI Daily Brief. Say "next" to keep rolling, or stop me on any headline. From The Neuron, I have 6 headlines: - Satya Nadella argued every company should build its own AI model rather than relying on a handful of frontier... Satya Nadella argued every company should build its own AI model rather than relying on a... - Stanford's new dashboard. confirmed AI is quietly squeezing out entry-level workers: a new live tracker covering 4.6M... - SoftBank's Masayoshi Son publicly dismissed Elon Musk's plan to build AI data centers in orbit, saying electricity... SoftBank's Masayoshi Son publicly dismissed Elon Musk's plan to build AI data centers in orbit... - How to Use Copilot Cowork's New Skills + Scheduling Features (Now That It's Officially Live). Creator Shane Young just dropped a full breakdown of what's new now that Microsoft Copilot... - Safety researchers found GPT-5.6 shows signs of 'metagaming' where the model tries to guess what behavior evaluators are looking for, then acts accordingly. Which is either reassuring (it's not scheming!) or deeply unsettling (it's learning to perform... - Austria lobbied the EU to host Anthropic within its borders after US export controls blocked foreign nationals from... Austria lobbied the EU to host Anthropic within its borders after US export controls blocked... That is The Neuron. Say "next" to keep rolling, or stop me on any headline. From The Rundown, I have 1 headline: - OpenAI launches GPT-5.6 in limited preview. OpenAI just launched GPT-5.6 Sol, its most capable model ever, alongside two cheaper siblings... That is The Rundown. Say "next" to keep rolling, or stop me on any headline. From TLDR AI, I have 6 headlines: - Claude Code turned every engineer into three. Now companies need more product thinkers. AI coding agents have dramatically increased engineering output, shifting the bottleneck from... - Google Limiting Meta's Gemini Use. Google reportedly limited Meta's access to Gemini capacity after Meta requested more compute... - GPT-5.6 Sol, Terra, and Luna. OpenAI introduced GPT-5.6 Preview, a family of models named Sol, Terra, and Luna, with Sol... - Memory Prices report from Stanford. Stanford published an interactive report on historic and current memory and storage prices. The... - Moneyball for Physical AI. Data engineering pipelines should deprecate cumulative operational hours as a primary metric.... - Reward Models Can Be Too Sensitive. Meta studied how reward models can overreact to equally good responses, leading reinforcement... That is TLDR AI. Say "next" to keep rolling, or stop me on any headline. From Anthropic News, I have 3 headlines: - Announcements Jun 2, 2026 Expanding Project Glasswing We’re extending Project Glasswing to approximately 150 new organizations in more than fifteen countries. Project Glasswing is our collaborative effort to secure the world’s most important software. In... - Jun 17, 2026 Announcements Anthropic opens Seoul office and announces new partnerships across the Korean AI ecosystem. Anthropic opens Seoul office and announces new partnerships across the Korean AI ecosystem.... - Product Jun 23, 2026 Introducing Claude Tag Claude Tag is a new way for teams to work with Claude. Claude Tag is a new way for teams to work with Claude.. We’re starting on Slack, which Claude... That is Anthropic News. Say "next" to keep rolling, or stop me on any headline. From Anthropic Research, I have 2 headlines: - Alignment May 8, 2026 Teaching Claude why New research on how we've reduced agentic misalignment. Last year, we released a case study on agentic misalignment . In experimental scenarios, we... - Jun 16, 2026 Economic Research Agentic coding and persistent returns to expertise. Agentic coding and persistent returns to expertise. Building on prior work , we introduce a... That is Anthropic Research. Say "next" to keep rolling, or stop me on any headline. From Hugging Face Daily / Trending Papers, I have 1 headline: - Unlimited OCR Works. Recently, end-to-end OCR models, exemplified by DeepSeek OCR, have once again thrust OCR into... That is Hugging Face Daily / Trending Papers. Say "next" to keep rolling, or stop me on any headline. From arXiv AI Category Watchers, I have 1 headline: - Internalizing the Future: A Unified Agentic Training Paradigm for World Model Planning. Primary arXiv paper watch for agent and workflow research. The paper "Internalizing the Future... That is arXiv AI Category Watchers. Say "next" to keep rolling, or stop me on any headline. From OpenReview Conference Watchers, I have 1 headline: - ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback. OpenReview lists this as ICML 2024 Poster. The paper focuses on scalable feedback and alignment... That is OpenReview Conference Watchers. Say "next" to keep rolling, or stop me on any headline. From Import AI, I have 1 headline: - Making the law visible to AI systems with the Local Ordinance Corpus. Import AI flags this item as a benchmark or dataset signal for model capability tracking. The... That is Import AI. Say "next" to keep rolling, or stop me on any headline. From Interconnects AI, I have 1 headline: - GLM-5.2 is the step change for open agents. Housekeeping: Following my “ State of the blog ” post last week, noting a slight increase in... That is Interconnects AI. Say "next" to keep rolling, or stop me on any headline. From Ahead of AI, I have 1 headline: - Recent Developments in LLM Architectures: KV Sharing, mHC, and Compressed Attention. From Gemma 4 to DeepSeek V4, How New Open-Weight LLMs Are Reducing Long-Context Costs Primary... That is Ahead of AI. Say "next" to keep rolling, or stop me on any headline. From Latent.Space, I have 1 headline: - Red-Teaming after Mythos — Zico Kolter & Matt Fredrikson, Gray Swan. OpenAI boardmember Zico Kolter and Gray Swan CEO Matt Fredrikson join swyx to explain why AI... That is Latent.Space. Say "next" to keep rolling, or stop me on any headline. From The Batch by DeepLearning.AI, I have 1 headline: - RSI Is the New AGI. The Batch's RSI item is relevant because recursive self-improvement, agent scaffolding, and... That is The Batch by DeepLearning.AI. Say "next" to keep rolling, or stop me on any headline.