Docker Bakery

Docker Bakery is a sourdough bakery offering freshly baked bread, pastries, and treats for takeaway or online delivery to East Kent.

Sourdough Direct

Sourdough Direct is a wholesale and retail bakery delivering artisan sourdough bread to cafes, restaurants, and shops across the UK mainland, using premium ingredients and a 48hour baking process.

GitHub - ruvnet/RuView: π RuView: WiFi DensePose turns commodity WiFi signals into real-time human pose estimation, vital sign monitoring, and presence detection — all without a single pixel of video. · GitHub

WiFi DensePose: RealTime Human Pose Estimation and Vital Sign Monitoring using WiFi Signals Overview WiFi DensePose is a system that uses WiFi signals to estimate human pose and vital signs in realtime, without the need for cameras or wearables. It works by analyzing Channel State Information CSI disturbances caused by human movement and reconstructing body position, breathing rate, and heartbeat using physicsbased signal processing and machine learning. Key Features RealTime Pose Estimation: Estimates human pose in realtime, with a frame rate of up to 54,000 frames per second. Vital Sign Monitoring: Detects breathing rate 630 breaths/min and heart rate 40120 bpm without any wearable. MultiPerson Tracking: Tracks multiple people simultaneously, each with independent pose and vitals. ThroughWall Sensing: WiFi signals can pass through walls, furniture, and debris, making it possible to detect people and vital signs through obstacles. Disaster Response: Detects trapped survivors through rubble and classifies injury severity START triage. Multistatic Mesh: 46 lowcost sensor nodes work together, combining 12+ overlapping signal paths for full 360degree room coverage with subinch accuracy and no person mixups. How It Works WiFi DensePose works by analyzing WiFi signals in the following steps: 1. WiFi Router: Floods every room with radio waves. 2. CSI Capture: ESP32 mesh 46 nodes captures CSI on channels 1/6/11 via TDM protocol. 3. MultiBand Fusion: 3 channels × 56 subcarriers = 168 virtual subcarriers per link. 4. Multistatic Fusion: N×N1 links → attentionweighted crossviewpoint embedding. 5. Coherence Gate: Accept/reject measurements → stable for days without tuning. 6. Signal Processing: Hampel, SpotFi, Fresnel, BVP, spectrogram → clean features. 7. AI Backbone: Attention networks, graph algorithms, and smart compression replace handtuned thresholds. 8. SignalLine Protocol: 6stage gestalt → sensory → topology → coherence → search → model. 9. Neural Network: Processed signals → 17 body keypoints + vital signs + room model. 10. Output: Realtime pose, breathing, heart rate, room fingerprint, drift alerts. Use Cases and Applications WiFi DensePose has a wide range of use cases and applications, including: Healthcare: Elderly care, patient monitoring, emergency room triage. Retail: Occupancy and flow monitoring, customer behavior analysis. Office Space: Utilization and presence monitoring, HVAC optimization. Hotel and Hospitality: Room occupancy, minibar and bathroom usage patterns. Restaurants and Food Service: Table turnover tracking, kitchen staff presence. Parking Garages: Pedestrian presence in stairwells and elevators. Smart Home Automation: Roomlevel presence triggers for lights, HVAC, and music. Fitness and Sports: Rep counting, posture correction, breathing cadence. Childcare and Schools: Naptime breathing monitoring, playground headcount, restrictedarea alerts. Advantages WiFi DensePose has several advantages over traditional camerabased systems, including: No Cameras: Avoids privacy regulations and camerarelated issues. ThroughWall Sensing: Can detect people and vital signs through obstacles. RealTime Monitoring: Provides realtime data for immediate action. Low Cost: Uses lowcost ESP32 nodes and WiFi signals. Easy Deployment: Can be deployed in existing WiFi infrastructure.

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Breakout Tools

Breakout Tools Overview =============== Key Features and Tools Breakout Tools offers a comprehensive platform for traders and investors to analyze market data and make informed decisions. The platform provides several key features and tools, including: Screener: Allows users to filter and analyze market data based on various criteria such as funding volume, open interest, and price. Funding Volume: Displays the total amount of funding available for a particular market or asset. Open Interest: Shows the total number of outstanding contracts or positions in a particular market or asset. Market Data: Provides realtime market data, including price, 24hour trend, and percentage changes. News Feed: Offers a feed of news articles and updates from various sources, including Twitter, blogs, and terminal sources. Market Analysis The platform provides a range of market analysis tools, including: Top Traded Gainers Losers: Displays the top gainers and losers in a particular market or asset. Price: Shows the current price of a particular market or asset. 24H Trend: Displays the 24hour trend of a particular market or asset. Chg % 1D: Shows the percentage change in a particular market or asset over the past 24 hours. Chg % 1H: Displays the percentage change in a particular market or asset over the past hour. OI $: Shows the total value of open interest in a particular market or asset. OI Chg 1D: Displays the change in open interest in a particular market or asset over the past 24 hours. OI Chg 1H: Shows the change in open interest in a particular market or asset over the past hour. Vol 1D: Displays the trading volume in a particular market or asset over the past 24 hours. L/S: Shows the long/short ratio in a particular market or asset. Key Takeaways Breakout Tools provides a comprehensive platform for traders and investors to analyze market data and make informed decisions. The platform offers a range of key features and tools, including a screener, funding volume, open interest, and market data. The platform provides realtime market analysis and news updates from various sources. The top traded gainers and losers are displayed, along with market data and news feeds.

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x.com

The Future of Work: Embracing a Decentralized Economy The Rise of Web3 and its Impact on the Workforce As we navigate the complexities of the modern economy, it's becoming increasingly clear that the traditional 9to5 work model is no longer sustainable. The rise of Web3 and decentralized technologies is revolutionizing the way we work, and it's essential to understand the implications of this shift. The Current State of the Workforce The global workforce is projected to reach 4.1 billion by 2025, with the majority of workers being employed in the gig economy. The traditional employeremployee relationship is being disrupted by the rise of freelancing, remote work, and the gig economy. Workers are seeking more flexibility, autonomy, and purpose in their work, leading to a shift towards a more decentralized economy. The Benefits of a Decentralized Economy Increased flexibility and autonomy: Decentralized technologies enable workers to choose their own projects, set their own schedules, and work from anywhere. Improved worklife balance: With the ability to work remotely and set their own schedules, workers can better balance their work and personal lives. Increased earning potential: Decentralized platforms enable workers to earn more by taking on multiple projects and clients at once. Greater purpose and fulfillment: Decentralized work allows workers to pursue projects that align with their values and passions, leading to greater purpose and fulfillment. The Challenges of a Decentralized Economy Lack of job security: Decentralized work can be unpredictable, and workers may face uncertainty about their next project or client. Increased competition: Decentralized platforms can be highly competitive, making it difficult for workers to stand out and secure projects. Skills obsolescence: As decentralized technologies continue to evolve, workers may need to continuously update their skills to remain relevant. The Future of Work Web3 will continue to play a major role in shaping the future of work: Decentralized technologies will enable workers to take control of their careers, pursue projects that align with their values, and earn more. The gig economy will continue to grow: As more workers seek flexibility and autonomy, the gig economy will continue to expand, leading to new opportunities and challenges. Workers will need to be adaptable and resilient: To thrive in a decentralized economy, workers will need to be able to adapt quickly to changing circumstances and be resilient in the face of uncertainty.

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Superpositioned: The Quantum Decade Ahead

The Quantum Decade Ahead: A BottomsUp Analysis of the Quantum Computing Industry ==================================================================== Introduction The quantum computing industry has reached several inflection points in late 2024 and 2025, marking a significant shift in the field. This report provides a comprehensive analysis of the current state of quantum computing, highlighting key milestones, technological advancements, and open questions. Key Concepts Before diving into the analysis, it's essential to understand the foundational ideas that underpin quantum computing: Qubit: The basic unit of quantum information, which can exist in multiple states simultaneously. Physical Qubit vs. Logical Qubit: A physical qubit is the actual hardware device, while a logical qubit is a collection of physical qubits working together to represent one reliable unit of information. Gate Fidelity: The accuracy of a quantum operation, measured in "nines" e.g., 99% fidelity means 1 error per 100 operations. Coherence Time: The length of time a qubit retains its quantum information before environmental noise destroys it. Quantum Error Correction: The technique of spreading quantum information across many physical qubits to detect and fix errors without destroying the computation. Recent Breakthroughs Several recent breakthroughs have marked significant milestones in the development of quantum computing: Quantinuum's Helios: Achieved the highest reported twoqubit gate fidelity of any commercial system, demonstrating belowthreshold error correction. Google's Willow: Demonstrated belowthreshold error correction, showing that adding more qubits to an errorcorrecting system makes it more reliable, not less. Microsoft's Majorana 1: Unveiled an eightqubit chip built on a "topoconductor," a new class of material engineered to host Majorana quasiparticles, which could offer builtin error protection. Open Questions While these breakthroughs are significant, several open questions remain: Scalability: Will the physics continue to cooperate at commercially relevant scale? Error Correction: Can error correction be achieved at scale without significant overhead? Quantum Advantage: Will quantum computing demonstrate a significant advantage over classical highperformance computing? Conclusion The quantum computing industry has reached a critical juncture, with significant breakthroughs and open questions. This report provides a comprehensive analysis of the current state of quantum computing, highlighting key milestones, technological advancements, and open questions. As the field continues to evolve, it's essential to address these questions and push the boundaries of what's possible.

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