Group 1 - Samuel Smith has extensive experience in dividend stock research and investment, having served as lead analyst and Vice President at several firms [1] - He is a Professional Engineer and Project Management Professional with degrees in Civil Engineering & Mathematics and a Masters in Engineering focused on applied mathematics and machine learning [1] - Samuel leads the High Yield Investor investing group, collaborating with Jussi Askola and Paul R. Drake to balance safety, growth, yield, and value [2] Group 2 - High Yield Investor provides real-money core, retirement, and international portfolios, along with regular trade alerts and educational content [2] - The service includes an active chat room for investors to share insights and strategies [2]

Model Style Definition & Importance - Model style encompasses values (what models should/shouldn't do), traits (curiosity, warmth, conciseness), and flare (emojis, m-dashes), which together form demeanor [8] - Style matters because it shapes user experience, influencing how people perceive and trust the model, shifting usage from simple search to collaboration [9][10][11] Model Style Development - Model style is primarily set by pre-training (corpus defining knowledge and voice), refined by fine-tuning (adding tone, guardrails), and shaped by user prompts and app settings [12][13][16] - User prompts significantly influence model response style, with personalization features like memory further tailoring the style over time [14][15] Challenges & Considerations - Consistency in style is a major challenge because large language models approximate patterns rather than execute rules, making alignment difficult [27][28][31] - The company balances maximizing user autonomy and freedom with minimizing harm, setting default behaviors that users and developers can override within safety policies [23][24][25] - There is no single style that works for all users; the company aims to provide choice and flexibility for models to adapt to different contexts and needs [26][27] Future Directions - The company is focused on steerability, aiming to improve how well models follow customization requests for managing traits and flare [34][35] - The company aims to improve contextual awareness, enabling models to shift tone appropriately based on the user's context [36] - The company prioritizes AI literacy and accessibility, striving to make style management simple and intuitive for all users [37]

Chicago is going to be very safe. And you say, why is it that a governor wouldn't accept free help from regardless. I mean, whether it's uh National Guard or the military or anybody.I mean, if women raped and beaten and knocked to hell and the same with men where they're being shot all over the place in large numbers, we have a governor get up and say, "Oh, it's safe. We can handle it." He can't handle it. He's an incompetent guy. That's why they threw him out of the family business.I don't care if it's a N ...

And this doesn't mean that they're necessarily going to change the current design, the R one. They're just thinking about a new door handle for the R two, which is now yet tracks what we're talking about. And what you need to know is that in the AR two, which is their next gen vehicle going into production at some point in the first half of next year, there's been a rethink on the manual latch or release that a passenger in the front or rear seats would need to use in the event that the electric system lose ...

Fusion Energy Overview - Fusion energy is the power source of the stars and could power next-generation technologies [2][3] - The industry has seen significant investment, with over $10 billion of private capital invested in over 50 fusion companies [6] - Prototype plants are being built, including Commonwealth Fusion Systems' (CFS) plant in Massachusetts [6] Commonwealth Fusion Systems (CFS) - CFS is one of the largest and most capitalized fusion organizations globally, second only to the Chinese government program [7] - CFS is building a prototype plant with "steel in the ground" and has plans for a commercial plant [7] - CFS announced plans in December to build the first commercial fusion power plant in Virginia [9] Virginia Power Plant - The Virginia power plant will be 400 megawatts, the size of a large coal or natural gas plant [10] - The power from the Virginia plant has already been bought by Google to power data centers [10] - The Virginia plant is expected to be online in the early 2030s [12] Technology and Safety - A scientific breakthrough four years ago allowed for a significant reduction in the size of fusion power plants, approximately 50 times smaller [16][17] - Fusion power plants are designed to automatically shut off if there is any problem, ensuring safety [24] - Fusion power plants do not produce long-lived nuclear waste and are decoupled from traditional nuclear power concerns [25] Commercialization - CFS is moving from deep science into commercialization, with the Virginia plant shaping up [27] - The company is starting to see what the first commercial product will look like and how it will be delivered [27] - CFS's prototype plant in Massachusetts is about 70% complete and is expected to be turned on in 2026, with power generation starting in 2027 [18][19]

Self-Evolving AI Agents Can 'Unlearn' Safety, Study Warns► https://t.co/wtonDEMefo https://t.co/wtonDEMefo ...

Very interesting survey results here from Obol Collective & Lido, highlighting some trends in ETH staking-Institutions are hungry for ETH staking-Safety & security are top priority-There's clear demand for distributed validator infraAnd more paths to institutional staking is good for Ethereum (and ETH)Obol Collective (@Obol_Collective):The results from our 2025 Ethereum Institutional Staking Survey are in.Our latest report compiles them to reveal where ETH staking is headed next.TL;DR Institutions want to s ...

Unlike most software, large language models are probabilistic. A deterministic approach to safety is thus inadequate. A better way forward is to copy engineers in the physical world https://t.co/COsTN2tSGf ...

Later this morning, autonomous truck technology company Kodiak is going to begin trading on the NASDAQ after completing a spa transaction. It's changing its name to Kodiak AI. And joining us right now on the potential benefits of AI powered trucking, that means trucks that are driving themselves, is Kodiak's founder and CEO, Don Bernett.And Don, thanks for being here today. Thanks for having me. Um, I did not realize how these things are already on the roads, at least down in Texas at this point.Why don't y ...

Safety Concerns - ICE office faced potential fatalities, impacting personnel [1] - The safety of ICE personnel is a primary concern [1] - Violent acts against ICE officers and agents have increased significantly [2] Incident Analysis - There has been a 1,000% increase in incidents involving ICE officers and agents nationwide [2] - Vile rhetoric against ICE is believed to have contributed to the escalation of violence [2]