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Anthropic just shipped them. Set a PM goal tonight; check the results tomorrow.

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The Curiosity Chronicle has quickly become one of the most popular newsletters for growth-minded individuals in the world. Each week, subscribers receive a deep dive that covers topics ranging from growth and decision-making to business, finance, startups, and technology. In addition, subscribers receive The Friday Five, a weekly newsletter with five ideas curated to spark curiosity headed into the weekend.
Youâd assume Anthropic, of all companies, would be running on some self-grown, cutting-edge AI-native sales platform. Maybe a Salesforce killer they built themselves. Maybe Claude baked into âŚ
Todayâs leaders face increasing pressure on all sides, and their stress levels are higher now than they were even at the peak of the pandemic. Though stress can sharpen performance briefly, over time it erodes judgment, narrows perspective, and increases the risk of costly missteps. Most leaders have distinct default responses to it. This article outlines the six most common patterns: the calm lighthouse, the reinvention-oriented alchemist, the action-driven firefighter, the disciplined stoic, the relationship-focused diplomat, and the control-driven container. Each style has both strengths and blind spots that pressure can amplify. Leaders can increase their ability to perform under duress by identifying and understanding their default responses and then deliberately expanding their range of reactionsâusing simple tactics to regulate themselves, share the cognitive load, and alter their style in real time as conditions change.
The AI-native engineering philosophy has expanded from four steps to eight
The short answer: Yes. Think of an AI workflow like a sandwichâthe model is the workhorse filling, and weâre the bread, providing framing and taste.
Ideate â brainstorm â plan â work â review â polish â compound â repeat
Play to your strengths. Kieranâs compound engineering framework breaks the engineering workflow into four steps: Plan, work, review, and compound. AI takes care of the doing phase. âLLMs are very good at just following steps, doing deep work, working for hours or days, even now,â Kieran says. Whatâs left for flesh-and-blood humans are the steps before and afterâthe planning, where you frame the problem, and review, where you determine whether the output feels right (the bread!).
Humans can identify multiple solutions to the same problemâAI struggles at this. If your knee hurts, you could take Advil, stretch your IT band, or stop running on hard surfaces. Humans are good at diagnosing a problem from many different angles, an exercise agents struggle with, Dan says.
Taste is the final layer of bread. Once AI has done the work, the most important thing you can do is judge whether the output approaches the vision in your head. Does the output feel rightâand if not, how can you reframe the problem until the AI produces something that does? This is what separates art, which has a point of view, from generic slop.

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How a personal AI agent built on markdown skills lets a frontier model teach smaller, local models to do real work, without retraining.
This is fundamentally different from classical knowledge distillation, which compresses a big modelâs soft probability outputs into a smaller modelâs weights. Itâs different from instruction tuning, which bakes behavior into weights through prompt-response pairs. Itâs different from RAG, which retrieves facts.
Skill distillation retrieves procedures. The smaller model doesnât have to know how to evaluate a company. It just has to know how to follow the steps.
A 4.5-hour journey from idea to working fitness app with LLM agents
The most valuable AI skill isnât prompting. Itâs knowing when to push back.
Salesforce and others are going headless. AI is making the user interface plastic â malleable to whatever the user needs, when they need it. The head isn't disappearing, it's becoming formless.
When Claude Opus 4.6 shipped in December 2025, Anthropicâs commercial team came back from winter break to find demand had gone vertical. They hadnât hired for it. They hadnât planâŚ

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In periods of rapid change, the teams that outperform everyone else are not those with the best plans or the most talent but those that learn the fastest. Research across thousands of teams reveals a consistent pattern: High-performing teamsââsuperteamsââbuild cultures of continuous improvement. Their leaders encourage experimentation even when things are going well, make curiosity and intellectual humility contagious, surface problems early, stay close to the work, give feedback that supports learning rather than punishing mistakes, and invest in peopleâs growth even when it doesnât pay off immediately. When work is tied to shared meaning and progress matters more than perfection, teams become more resilient, adaptable, and capable of sustained successâin business settings and beyond.
How it helps to talk about the âWhyâ of the Transformation.
BrenĂŠ Brown studies human connection -- our ability to empathize, belong, love. In a poignant, funny talk, she shares a deep insight from her research, one that sent her on a personal quest to know herself as well as to understand humanity. A talk to share.
As AI accelerates product development and expands marketingâs responsibilities, most marketing organizations are struggling to keep up because their operating modelâsequential, siloed, and coordination-heavyâhasnât changed. The solution is a new structure built for human-agent collaboration, centered on a âbrand codeâ: a machine-readable knowledge base encoding brand strategy, customer insights, and business rules that both people and AI agents can act on. Layered systems of specialized agents can then handle content creation, experimentation, distribution, and reporting at scale, while marketers shift from execution to strategic direction and judgment. Success requires rethinking not just technology but how organizations hire and develop talentâprioritizing people who can think in systems and shape how the platform evolves.
A practical map to the highest-leverage uses of AI in product management

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What to say when your mind goes blank in a meeting
Even the experts inventing AI donât know what will happen next. Is artificial general intelligence even possible? Can scaling continue? Will we need massive compute centers to make AI, or can we do it with a mere 25 watts like ⌠Continue reading â
we should examine this direction carefully, and maybe give it a name: The Age of Ambiguity.