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Factory Co-Founder & CTO on Building Reliable AI Agents | LangChain Interrupt
LangChain· 2025-06-18 18:40
Core Idea - Factory believes software development is transitioning to agent-driven from human-driven [1] - To achieve significant productivity gains (5-20x), a shift from collaborating with AI to delegating tasks entirely to AI is needed [3] - Factory is building a platform for managing and scaling AI agents, integrating various engineering systems [3][4][5] Agentic System Characteristics - Agentic systems require planning to decide future actions [11] - Decision-making is crucial for agents to make calls based on the existing state [13][14] - Environmental grounding is necessary for agents to interact with and adapt to the external environment [14] Human-AI Collaboration - Humans will remain in software development, focusing on the outer loop (reasoning, requirements) [15][16] - Agents will handle the inner loop (coding, testing, code review) [17] - AI UX should blend delegation with control for situations where agents cannot complete tasks [17] Agent Reliability - Clear planning and boundaries are essential for reliable agents [32] - Subtask decomposition, model predictive control, and explicit plan templating can improve planning [19][20] - Control over the tools agents use is the most important differentiator in agent reliability [28] Environmental Interaction - New AI computer interfaces are needed for agents to interact with the world [28] - Processing information from the environment is crucial for complex systems [29][30] - Agents need to ground themselves in the environment to perform full software development work [32] Call to Action - Factory encourages teams not delegating at least 50% of engineering tasks to AI agents to engage with them [34]
Sacred Plates: Reclaiming Wellness Through Ancestral Eating | Kamila McDonald | TEDxClarkstown
TEDx Talks· 2025-06-18 16:22
Health & Wellness Industry Trends - Chronic preventable diseases are becoming the new norm, often attributed to genetics and age [2] - Poor diet is now the leading cause of early death worldwide, according to a 2023 study in the Journal of the American Medical Association [13] - A 2024 study in the Lancet shows that a plant-rich whole food diet can add up to 13 years of life expectancy [13] - Diets high in processed food and refined sugar are directly linked to depression, anxiety, and cognitive decline, according to a study in nutritional neuroscience [14] Dietary Recommendations & Gut Health - Ancestral wisdom emphasizes eating real food, trusting food, and respecting it as medicine, survival, and sacred [3][4] - The gut is a lush living sacred ecosystem with trillions of beneficial bacteria that protect immunity, elevate mood, sharpen the mind, manage cravings, and influence thoughts [17][18] - Individuals who ate over 30 different plant foods per week had a more diverse and resilient gut than those who ate 10 or fewer plants, according to the American Gut Project which studied over 10,000 individuals [24][25] - Ultra-processed food, refined sugars, toxic oils, and chronic stress are soil killers that destroy the gut microbiome [28][29] Practical Steps for Healing - Deep breathing activates the parasympathetic nervous system, sending a message of safety to the body and promoting healing [20][21] - Regardless of diet, eating more diverse plants is essential for a vibrant gut [23] - Focus on crowding out toxic elements from the diet, such as ultra-processed foods and refined sugars [28][30]
BASFY Launches New World-Scale Plant in France for HMD Production
ZACKS· 2025-06-18 14:31
Core Insights - BASF SE has successfully commenced operations at its new world-scale hexamethylenediamine (HMD) plant in Chalampe, France, increasing its annual HMD production capacity to 260,000 metric tons [1][7] - The new facility is integral to BASF's expansion of its polyamide (PA) 6.6 business in Europe, with additional expansion efforts ongoing in Freiburg, Germany [1][2] - The HMD plant is strategically located to integrate with the main raw material, adiponitrile, and includes a state-of-the-art research and development laboratory to support PA 6.6 research [3][7] Company Performance - BASF's stock has increased by 4% over the past year, contrasting with a 22.4% decline in the industry [5] - The company aims to become the leading supplier of HMD, bolstered by its expanded PA 6.6 polymerization capacity [2] Competitive Positioning - BASF's new facility enhances its ability to supply high-quality products to customers, positioning the company favorably within the market [2] - The Zacks Rank for BASF is currently 3 (Hold), while competitors like Akzo Nobel N.V. and Newmont Corporation have higher rankings, indicating varying levels of market confidence [6]
Enphase Energy Stock: A Reluctant Buy
Seeking Alpha· 2025-06-18 11:45
Core Insights - The article reflects a shift in sentiment towards Enphase Energy, indicating a previous positive outlook that has changed to a decision to exit remaining investments in the company [1]. Group 1 - Enphase Energy was previously viewed favorably, with a positive article written about its potential a year ago [1]. - The current stance has shifted, leading to the decision to exit remaining investments in Enphase Energy [1].
X @Investopedia
Investopedia· 2025-06-17 21:01
A 529 savings plan can be used to pay for your child's education, but it can also be used to fund their retirement. https://t.co/bGu8Q9YHP4 ...
The number 1 mistake retirees make with money
Yahoo Finance· 2025-06-17 17:43
Planning for what happens to your finances when you're gone can be a tough but necessary conversation. On this episode of Decoding Retirement, Robert "Bob" Powell speaks with Jeffrey Levine, chief planning officer of Focus Partners Wealth, about balancing a happy retirement with a sizable nest egg for your family to inherit. Jeffrey discusses how to maximize tax efficiency, how aggressive your portfolio should be, and how to ensure your expenses don't exceed your income. Yahoo Finance's Decoding Retirement ...
AI assistant transforms meal planning for busy families
Microsoft· 2025-06-17 16:38
Albert Heijn is 138 years old, and we are the number one food retailer in the Netherlands. We have over 1,200 stores and we serve nearly five million customers every single week. Our customers have less time, want to eat more healthily, and have very specific needs.Steijn is a digital assistant in our app that is answering that key question, "What's for dinner tonight? How can I help you?" Steijn is powered by AI and we leveraged several tools from Microsoft to really empower all the technology behind it. W ...
Air Lease CEO on airplane demand amid tariffs and geopolitics
CNBC Television· 2025-06-16 20:30
tariffs. Yeah. You've got some conflicts around the world and you've got the Air India crash.Yes. How much of a damper does that put on the overall demand outlook that you expect at this show this year. Look, it has a big psychological impact.Uh and I think we are expecting a little bit of more of a muted show. I mean, look, both Arabus and Boeing are all sold out 2031 and 32 anyway. So, how many follow-on orders into the 33, 34, 35 time frame are you really going to see.Um obviously uh again uh horribly sa ...
Why gas prices could climb higher, claiming Social Security payments, how to retire early
Yahoo Finance· 2025-06-16 20:27
Welcome to Wealth. I'm Alec Canal and this is Yahoo Finance's guide to building your financial footprint. Our community of experts will give you the resources, tools, tips, and tricks you need to grow your money.On today's show, we'll check in on oil prices after they jump to their highest level since January. Our very own Nes Fay will explain how that could impact your prices at the pump and more Americans are claiming social security benefits. A financial planner will break down how you should look at tho ...
'Seriously doubt' Iran is ready to give up enrichment capacity, says fmr. Deputy Secretary of State
CNBC Television· 2025-06-16 15:21
to agree to a cease fire and would offer flexibility in nuclear negotiations in return. Joining us now is Wendy Sherman, former deputy secretary of state. Wendy also led the U.S. Negotiating team from 2011 to 2015 on an agreement that limited Iran's nuclear activity. Wendy, it's great to have you on the show.First of all, I mean, how much credence do you put in this reporting. Does it sound realistic that Iran would be trying to push the U.S. To come to the table at this point. >> Well, I would not be surpr ...