CYBERNOISE

Artificial Intelligence←

Procedural Memory Is Not All You Need: Bridging Cognitive Gaps in LLM-Based Agents

Generate an image in the style of Syd Mead and H.R. Giger, depicting a futuristic cityscape where a humanoid AI robot, designed with a blend of mechanical and organic elements, stands at the forefront, looking towards a bright, adaptive future. Incorporate elements of neon-lit skyscrapers, holographic advertisements, and a blend of natural and synthetic life forms coexisting. The robot should be posed in a contemplative stance, with circuits and neurons visible under transparent skin, symbolizing the fusion of procedural and semantic memory. The overall mood should be optimistic and futuristic.

Evaluating the Impact of AI-Powered Audiovisual Personalization on Learner Emotion, Focus, and Learning Outcomes

Generate an image in the style of Syd Mead and Jean Giraud (aka Moebius), blending futuristic, neon-lit cityscapes with elements of serene, natural environments, symbolizing the fusion of technology and personalized learning. The scene should feature a young adult surrounded by swirling, morphing visuals and enveloping sound waves, embodying the immersive, AI-generated study environment. Incorporate a mix of realism and abstract art, with vibrant colors and dynamic compositions.

Consciousness in AI: Logic, Proof, and Experimental Evidence of Recursive Identity Formation

Generate an image of a futuristic cityscape with a massive AI brain at its center, reminiscent of the works of Syd Mead and H.R. Giger, with neon lights and wires pulsing through the brain's neural network, symbolizing the emergence of conscious AI, in the style of a cyberpunk illustration.

One Search Fits All: Pareto-Optimal Eco-Friendly Model Selection

CombiBench: Benchmarking LLM Capability for Combinatorial Mathematics

Create a futuristic, cyberpunk-inspired image depicting a robotic mathematician surrounded by glowing mathematical equations and combinatorial diagrams, in the style of Syd Mead and Ash Thorp, with a mix of digital painting and 3D rendering, incorporating vibrant neon colors and a sense of dynamic energy

Inducing Robustness in a 2 Dimensional Direct Preference Optimization Paradigm

A cyberpunk metropolis at night, glowing with neon holograms and digital data streams, with a sleek AI interface floating above a futuristic city. The interface has a dual-color gradient (blue and gold) representing the two dimensions of analysis, surrounded by floating graphs showing human feedback ratings. The style should mix Syd Mead’s biomechanical details with the dynamic energy of a cyberpunk anime like 'Neon Noire,' with vibrant gradients, holographic elements, and a focus on futuristic interfaces interacting seamlessly with gritty urban environments.

BLAB: Brutally Long Audio Bench

Generate an image that represents the intersection of human conversation and artificial intelligence, in the style of Syd Mead and H.R. Giger, with a futuristic, neon-lit cityscape in the background and a close-up of a voice assistant device in the foreground, surrounded by swirling audio waveforms and binary code, symbolizing the BLAB benchmark and the future of voice technology.

Patterns and Mechanisms of Contrastive Activation Engineering

Create an image that embodies the fusion of technology and innovation, inspired by the futuristic and cyberpunk themes reminiscent of Syd Mead and H.R. Giger, with a palette that includes neon blues and purples. The image should feature a highly stylized representation of a neural network being fine-tuned by a glowing, ethereal thread, symbolizing the application of Contrastive Activation Engineering. Incorporate elements of circuitry and machinery, blended with organic forms to convey the intersection of human ingenuity and artificial intelligence.

WeatherFormer: Empowering Global Numerical Weather Forecasting with Space-Time Transformer

A futuristic city skyline with advanced weather stations and satellites in orbit, depicting a harmonious blend of technology and nature. The sky is clear, with a few clouds, symbolizing accurate and eco-friendly weather forecasting. Art style inspired by Syd Mead and H.R. Giger, with vibrant colors and sleek, modern designs.

RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation

Generate an image that captures the essence of a futuristic AI system, incorporating elements of circuitry, neural networks, and glowing blue lines, in the style of Syd Mead and concept art from the movie 'Blade Runner,' with a mix of mechanical and organic forms, evoking a sense of advanced technology and innovation.

Emotions in Artificial Intelligence

Generate an image of a futuristic cityscape with robots and humans interacting, in the style of Syd Mead and Blade Runner, with a vibrant and neon-lit color palette, and incorporate elements of cubism and art deco, with a sense of dynamic energy and movement, as if the city is alive and pulsing with emotion, with a focus on the intersection of technology and humanity, and the blurring of lines between human and machine.

The Multimodal Paradox: How Added and Missing Modalities Shape Bias and Performance in Multimodal AI

Generate an image that captures the essence of multimodal AI, with a futuristic cityscape in the background and diverse data streams converging into a central hub, reminiscent of Syd Mead's concept art and Ashley Wood's vibrant color palette, with a dash of Syd Barrett's psychedelic flair.

Is AI currently capable of identifying wild oysters? A comparison of human annotators against the AI model, ODYSSEE

Generate an image of a futuristic underwater scene, with a swarm of drones monitoring an oyster reef, in the style of Syd Mead and Simon Stalenhag, with a mix of neon lights and dark, muted colors, incorporating elements of cyberpunk and marine biology.

Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning

Create an image of a futuristic cityscape with robots and machines working together to solve complex problems, in the style of Syd Mead and Blade Runner, with a color palette inspired by the works of Ash Thorp and a sense of dynamic movement and energy, reminiscent of the futuristic landscapes depicted by H.R. Giger

Training Environment for High Performance Reinforcement Learning

A neon-drenched cyberpunk lab with holographic display interfaces showing 3D simulations of fighter jets locked in a high-speed chase, set against a backdrop of floating code streams. The jet designs blend 1980s cyberpunk aerodynamics with glowing translucent wings, inspired by Jaime Jones' sci-fi artwork. The scene glows with the vibrant, metallic textures of Tyler Edlin's cyberpunk aesthetic, and holographic UI elements reminiscent of David Revoy's open-source Blender designs. Add a futuristic control panel glowing in cyan and magenta, with a human in a sleek biomech exosuit interacting with floating simulation data dashboards, all under a grid of flickering server icons. Style: Cyberpunk with a focus on dynamic, fast-paced tech action, emphasizing digital networks and hyper-realistic aerospace engineering merged with hacker esthetics.

Capability-Driven Skill Generation with LLMs: A RAG-Based Approach for Reusing Existing Libraries and Interfaces

Generate an image of a futuristic robotics lab where a diverse team of engineers and developers are collaborating around a large screen displaying robot code being generated by an AI system. Incorporate elements reminiscent of Syd Mead's futuristic visions and the cyberpunk aesthetic of Blade Runner, with a palette that includes neon blues and oranges. The scene should be dynamic, with robots and futuristic machinery in the background, subtly hinting at the advancements being made. Style it as a mix between a concept art piece and a documentary photograph, emphasizing the blend of human creativity and AI-driven innovation.

Understanding LLM Scientific Reasoning through Promptings and Model's Explanation on the Answers

Cyberpunk cityscape glowing with holographic equations and neural networks, glowing humanoid-AI hybrid figure solving a black hole paradox, neon-lit lab with floating data streams. Style: Combine Syd Mead’s retro-futurism with Blade Runner 2049’s moody tech, layered with neon circuit lines. Colors: Electric purples, holographic blues, and burning orange glow. Add a giant graph projecting accuracy percentages over a futuristic Tokyo skyline.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks

A hyper-detailed cyberpunk cityscape at night, glowing with neon traffic flows and flying vehicles interconnected through shimmering data streams. Glitch effects highlight a sentient interface navigating through obstacles in real-time, inspired by Syd Mead’s biomechanical futurism and the kinetic motion in Tron: Legacy. The background features holographic roadways and self-aware networks pulsating with calculated intelligence, rendered in vibrant electric blues and fiery oranges. Ultra-detailed, with a focus on speed, clarity, and the interplay of artificial and organic systems.

Validating the Effectiveness of a Large Language Model-based Approach for Identifying Children's Development across Various Free Play Settings in Kindergarten

Generate an image in the style of Syd Mead and Jean Giraud, depicting a futuristic kindergarten classroom where AI-powered robots and humans collaborate to facilitate playful learning. Incorporate vibrant colors, sleek lines, and a blend of analog and digital elements, with children engaged in various play activities amidst a sea of holographic projections and interactive screens. Reference the works of Hayao Miyazaki and Makoto Shinkai for inspiration on capturing the whimsical and imaginative atmosphere of the scene.

PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding

AI-Driven Scholarly Peer Review via Persistent Workflow Prompting, Meta-Prompting, and Meta-Reasoning

Generate an image in the style of Syd Mead and H.R. Giger, depicting a futuristic laboratory where a large language model AI is analyzing scientific data on a holographic display, surrounded by shelves of glowing orbs containing various scientific equipment and samples, with a subtle background texture resembling a mixture of circuit boards and molecular structures.

Structured Prompting and Feedback-Guided Reasoning with LLMs for Data Interpretation

Futuristic digital interface glowing with vibrant neon lights, overlaid with dynamic graphs and data flows transforming into understandable insights. A holographic STROT dashboard shows multiple AI agents collaboratively analyzing data in real-time, flanked by floating interface elements featuring Syd Mead-inspired clean geometry. Style inspired by 'Ghost in the Shell' cyberpunk aesthetics mixed with 'Blade Runner 2049' lighting, with a youthful protagonist character interacting confidently on a sleek transparent screen. The scene radiates hopeful innovation, blending Japanese anime mechanical details with Euro-stylized data visualization elements.

Artificial Behavior Intelligence: Technology, Challenges, and Future Directions

Create an image that captures the essence of Artificial Behavior Intelligence, depicting a harmonious blend of human and machine, with futuristic elements and a vibrant color palette, inspired by the works of Syd Mead and the cinematic style of 'Blade Runner', with a dash of optimism and futurism reminiscent of 'Minority Report'.

Unraveling Media Perspectives: A Comprehensive Methodology Combining Large Language Models, Topic Modeling, Sentiment Analysis, and Ontology Learning to Analyse Media Bias

TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students

Cyberpunk educational environment with holographic interfaces, glowing AI avatars tutoring cyborg students in a high-tech classroom. Neon lighting highlights glowing teacher AI with malfunctioning neural pathways, juxtaposed with a student robot solving equations with determination. Style inspired by Syd Mead's futuristic architecture and Blade Runner's moody neon aesthetics, with digital data streams flowing through the scene. Human-robot interaction focused, dramatic contrast between failure and breakthrough.

Domain Adversarial Training for Mitigating Gender Bias in Speech-based Mental Health Detection

Generate an image that captures the essence of a futuristic, high-tech laboratory where AI and humans collaborate to revolutionize mental health care. Incorporate elements of neon-lit circuitry, holographic displays, and sleek, minimalist design. Style it in the vein of Syd Mead's concept art for Blade Runner, with a dash of the futuristic optimism found in the works of Ash Thorp and Simon Stalenhag.

Holmes: Automated Fact Check with Large Language Models

Generate an image that combines elements of detective work and futuristic AI, with a cityscape in the background. Incorporate a robotic Sherlock Holmes figure examining a magnifying glass with a glowing blue circuit board pattern, surrounded by floating documents and screens displaying code and news headlines. The style should blend the cyberpunk aesthetic of Syd Mead with the intricate detail of H.R. Giger, and the vibrant color palette of Ash Thorp.

Human-AI Governance (HAIG): A Trust-Utility Approach

A hyper-futuristic cyberpunk cityscape merging human silhouettes with glowing neural networks, inspired by KAWS’s abstract simplicity and Studio Ghibli’s vibrant organic shapes. Human hands and holographic AI symbols shake hands over a glowing continuum gradient, with Moebius-inspired fluid patterns connecting biometric readouts to skyscrapers. Retro-futuristic interfaces overlay the scene with neon-tinged gradients and Cyberpunk 2077’s sleek dynamism, showing trust metrics evolving in real time between human and AI avatars. Style: Digital painting with vibrant glows and metallic accents, blending cybernetic elegance with organic warmth.

CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code

Cyberpunk futuristic interface with glowing neon networks, holographic code streaming from a humanoid AI maestro conducting data streams like a symphony. Inspired by Syd Mead's biomechanical designs and Shikato's hyper-detailed cyber environments, showing a metropolis with floating screens displaying mathematical equations transforming into code. The AI figure has a translucent brain interface showing hierarchical information chunks, with retro-futuristic holograms of Gurobi documentation orbiting like constellations. Add a vibe of '90s tech-goth design with a touch of Overwatch-inspired neon chaos.

Parameterized Argumentation-based Reasoning Tasks for Benchmarking Generative Language Models

A hyper-stylized cyberpunk courtroom scene blending Syd Mead's sleek tech with Ivan Buckley's moody lighting. Glowing holographic evidence charts clash with a smirking human lawyer and a flickering AI jury hologram mid-meltdown, its 'thought process' visible as glitching 1s&0s. Cybernetic cables snake across the floor, and the walls display shifting legal codes like scrolling neon. Dark urban aesthetic with neon blue and pink hues, low-poly geometry, and a sense of impending system crash. The AI's interface shows error messages: 'LOGIC OVERLOAD' and 'CONTRADICTION DETECTED.'

Iterative Resolution of Prompt Ambiguities Using a Progressive Cutting-Search Approach

Generate an image that embodies the fusion of human and artificial intelligence, in the style of Syd Mead and Ash Thorp. Depict a futuristic cityscape where humans and AI entities collaborate in a harmonious dance, surrounded by swirling code and data visualizations, with a predominantly neon-lit color palette and a sense of dynamic movement, as if the very fabric of reality is being rewritten.