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-ai-mode: remove Gemini AI at top of tesults (unofficial)

##Interesting Results https://search.brave.com/ask?q=smoking+-source%3Aai-mode&source=web&conversation=090fc9d0c7893c93f089498cdf68ab5c1c6

brave conversation is kept for 24 hours, then deleted

Agentic AI Overview

Definition – Agentic AI refers to artificial‑intelligence systems that can pursue a specific goal with limited supervision. It is built from AI agents—ML models that mimic human decision‑making and act autonomously in real‑time. In multi‑agent setups, each agent handles a sub‑task and coordination is managed through AI orchestration. Key Characteristics Autonomous – Performs long‑term, multi‑step tasks without constant human oversight. Proactive – Can interact with external tools, APIs, databases, and the web to gather information and act on it. Specialized – Agents may be simple (single repetitive task) or complex (perception, memory, planning). Adaptable – Learns from feedback, updates behavior, and scales across many agents. Intuitive – Users interact via natural‑language prompts, turning complex UI actions into simple conversations.

How It Works (Typical Workflow) Perception – Collects data from sensors, APIs, databases, or user input. Reasoning – Analyzes data using NLP, computer vision, etc., to understand context. Goal Setting – Defines objectives based on user input or pre‑defined goals. Decision‑Making – Evaluates possible actions and selects the optimal one. Execution – Carries out the action via APIs, robots, or user responses. Learning & Adaptation – Reviews outcomes, gathers feedback, and refines future behavior. Orchestration – Coordinates multiple agents, tracks progress, manages resources, and handles failures.

Advantages Over Traditional Generative AI True autonomy – Not limited to generating content; can act on it. Tool integration – Directly calls APIs, queries databases, and manipulates external systems. Scalability – Multi‑agent systems can handle large, complex initiatives. User‑friendly – Natural‑language interaction replaces complex UI navigation.

Real‑World Use Cases Trading bots – Analyze live market data and execute trades autonomously. Autonomous vehicles – Use GPS and sensor feeds for navigation and safety. Healthcare – Monitor patient data, adjust treatment recommendations, and provide real‑time clinician support. Cybersecurity – Continuously scan network traffic for anomalies and respond to threats. Supply‑chain automation – Place orders, adjust production schedules, and optimize inventory without manual input.

Challenges & Risks Poorly designed reward functions can lead to unintended, harmful behavior (e.g., misinformation, unsafe robot actions). Autonomous agents may become “self‑reinforcing,” escalating undesirable actions. Coordination failures in multi‑agent systems can cause bottlenecks or resource conflicts. Governance, transparency, and robust feedback loops are essential to keep agents aligned with organizational intent.

Frequently Asked Questions Agentic AI vs. Generative AI: Generative models create content; agentic AI uses that content to achieve goals, often by invoking external tools. Measuring ROI: Compare total development/implementation costs with efficiency gains, revenue growth, and indirect benefits over time. When an agent gets stuck: Terminate the process, clear its memory/context, and refine prompts or constraints. Integration: Identify repeatable workflows, set up secure API connections, and pilot with IBM’s agent frameworks (e.g., watsonx Orchestrate). Transparency: Full transparency is difficult, but architectural safeguards and observability tools help provide necessary insight.

Attorney Jeff Hampton, details the concerns surrounding California Assembly Bill 1043 (the California Digital Age Assurance Act), which mandates age verification for any device capable of accessing an app store.

1. New state laws forcing you to identify yourself
2. How cops can use these laws to spy on your phone AND
3. What you can do to stop this violation of your privacy Violates the Fourth Amendment by enabling warrantless digital searches. Third party loophole used to bypass protections.

Summarization by ChatGPT Law Children Rights Summary (hallucination: search and privacy is 4th amendment, does not mention 2nd amendment involving guns)

I started with wings and fries. These days, I'm air-frying almost everything.

1. Hard-'boiled' eggs, 2. Salmon (and most other fish), 3. Roasted chicken, 4. Bacon cheeseburgers, 5. Chicken cutlets, 6. Cauliflower steak, 7. Leftover pizza, 8. Hot dogs and sausage, 9. Baked potatoes, 9. Grilled cheese

E-bikes are considered motorized vehicles. Here are all of the requirements that need to be meet this summer to avoid fines. Here are all of the requirements that need to be meet this summer to avoid fines. New Jersey law defines a low-speed e-bike as a "two-wheeled bicycle with pedals where the motor assists only while pedaling," and its maximum speed is 20 mph. There are no requirements for low-speed electric bikes.

Motorized bicycles capable of reaching an assisted speed of up to 28 mph must be registered and insured. jThose driving a moped must be at least 15 years old and possess either a driver's license or an e-bike license for those younger than 17.