
“Get Some Help” — boredom in a busy world from summere
When was the last time you found yourself just… doing nothing? In our latest piece, we unveil the inspiration behind the ‘get some help’ artwork from our newly released summere digital art collection.

nostalgia — using the feeling as a design language in “summere”
“nostalgia” captures the strange power of emotion-charged memory, where even the most abstract visuals evoke something vividly personal.
Drawing from playful stylization and emotional resonance over literal detail, the artwork invites viewers into atmospheres they recognize but can’t quite place. It bypasses logic and lands softly in the heart.
Discover “nostalgia” from the recently released summere art collection now.

ive seen it all — the science of imagination in “summere”
In “ive seen it all,” Asycd invites readers into the surreal folds of imagination, where perception fractures and logic bends. Inspired by the summere collection, this piece explores the science behind mental simulation and the randomness that fuels creativity. It’s not just a reflection—it’s a portal. What if imagining a world is the first step to entering it? The full experience awaits, but only if you dare to look.

“trying to see God” - summere
Success, love, truth, or perhaps something greater?. The piece is rooted in a quiet conviction: that the pursuit of perfect beauty might be a divine directive, a way to glimpse God through creation itself.
Learn about the inspiration for the artwork, “trying to see God” from the summere collection out now.

this plant keeps on looking at me— the truth about psychedelic experiences in “summere”
This piece explores the subtle truths behind psychedelic perception—not through substances, but through the artistic lens of altered awareness. Inspired by a moment where a houseplant seems almost sentient, the work plays with visual oddities, warped logic, and emotional distortion. It’s not just surrealism—it’s an invitation to see the world as gently broken and endlessly strange. Psychedelia, in this context, is philosophy with foliage.
Learn more about “this plant keeps on looking at me” from the summere collection out now.

“muted/just keep scrolling” — summere
The "muted" artwork from Asycd's Summer collection is a thought-provoking piece that features a mannequin doll head encased in a ziplock bag, eyes closed in a serene expression. This striking image invites viewers to ponder the deeper questions surrounding existence and confinement. Is the doll a prisoner of circumstance, or is it peacefully resting?
With its darkened colour palette and minimalist aesthetic, "muted" captures the essence of tranquillity while challenging perceptions of freedom and isolation. Check out the summere collection now.

Cross-Encoder Models for Efficient Query-to-Context Mapping
Cross-encoders offer a powerful lens into the semantics of dialogue. By jointly analyzing user queries and conversation history, they surpass basic similarity methods to reason about intent, entailment, and contextual nuance.
In our work at Asycd, they serve as the final arbiter for query-to-context alignment—elevating response precision and conversational depth. This architectural choice is central to building systems that understand not just what was said, but what was meant.

TEV2 AI IMAGE GENERATOR— THE FUTURE OF DIGITAL ART CREATION
Welcome TEV2!
Introducing TEV2: the next leap in creative intelligence from Asycd. Building on the success of TEV1, TEV2 isn’t just an update—it’s a transformation. Imagine generating artwork that doesn’t simply match your prompt, but truly understands its nuance. TEV2 dives deeper: it interprets layers of meaning, context, and emotion to produce images that feel both surprising and unmistakably yours. With a re-engineered prompt engine, TEV2 translates even the vaguest concept into distinctive, high-resolution visuals. Artists, designers, and storytellers can now explore new thematic depths, unlocking a gallery of stunning compositions with every click. The real magic? TEV2 remembers your style and preferences, evolving with you for more cohesive and personalized output each time you create. TEV2 isn’t just a tool—it’s a creative collaborator.

Visualizing the Effects of Prompt Reordering and Punctuation in AI Prompts using AI Art
Ever wondered how punctuation and word placement shape AI-generated responses? In this article, we explore the hidden mechanics behind prompt engineering, revealing how subtle tweaks—like commas and phrase order—can dramatically alter AI outputs.
Our latest research dives into practical demonstrations using AI art, showing how strategic prompt structuring enhances creativity and precision. Discover how to refine your prompts for more creative outputs.

Asycd Late Spring Update 2025 + Upcoming “summere” Art Collection and our New AI Artwork Generator
Asycd is excited to share our latest innovations for Spring 2025, showcasing the breathtaking 'Summere' Art Collection alongside the transformative features of TEV2, our AI artwork generator app.
We also go through some recent events, research and unreleased digital art created so far this year.

A New Era for AI Costs: The Innovation of Inference-Only Compute Costs
Inference-only compute is revolutionizing AI economics by letting users pay only for the compute used during inference, eliminating costs for idle resources.
Platforms like Modal dynamically allocate GPUs for precise, real-time usage, enabling startups to experiment freely, scale efficiently, and optimize budgets.
This groundbreaking approach empowers businesses to innovate faster without the financial burden of traditional per-hour billing models, unleashing the true potential of AI-driven applications.

Timestamped Embeddings for Time-Aware Retrieval-Augmented Generation (RAG)
Integrating timestamped embeddings into our AI systems reflects our commitment to capturing the temporal nuances of data, significantly enhancing relevance and precision. By embedding timestamps, we ensure our AI retrieves contextually accurate information, crucial for dynamic sectors like finance and technology.
This approach allows us to finely tune data interaction and tailor responses, reflecting a deeper understanding of evolving trends and user needs. Our methods encompass seamless Python implementation to maintain cutting-edge relevance in data retrieval.

Enhancing LLM Adaptability Through Dynamic Prompt Engineering
A truly intelligent AI will be able to perform multiple tasks with ease and accuracy. No need for separate writing assistants, customer support etc.
We propose an agentic and dynamic system prompt approach that uses a separate LLM to analyse the users queries and transform the insights into a useful system prompt to align the AI with the user more closely.

the filter-bubble problem in recommendation algorithms + the potential impact of generative ai
In today's digital age, AI-generated content is everywhere, from personalized news feeds to customized music playlists. But there's a catch: the filter bubble paradox. While these algorithms tailor content to our preferences, they can also limit exposure to diverse viewpoints. This paradox extends beyond art into digital journalism and education, where personalized feeds can lead to selective exposure and a fragmented understanding of current events. Balancing personalization with diversity is crucial.

A New Dimension of Art and Innovation: Asycd’s 2024 Journey
In 2024, Asycd reached new heights, blending artistic flair and technological prowess. The highlight was TEV1, our AI artwork generator, transforming the creation of content from article covers to digital assets.
With innovative concepts rooted in systems theory, Asycd continues to redefine digital art, driven by your appreciation and support. Our journey inspires the future of creative AI, as we lead the way.

Our Image Generation Model is Cursed
At Asycd, we've encountered a perplexing issue with our image generation model. The recursive nature of its tuning has led to unintended visual biases, resulting in unsettling images that defy typical expectations. This incoherence highlights the complexities and ethical challenges inherent in AI art creation. To address this, we’re exploring advanced evaluations and unique distortions, striving to refine the model for creativity without bias. Stay tuned as we innovate solutions

“We want to see a real-life AI Jarvis” — Highlights from Asycd Q&A
In early October, we filmed a Q&A session with the founder of Asycd, Temi and this article will cover some of the discussion from that session.
Using AI voice transcription, I present some of the discussion involving Temi and the presenter.

ASYCD WINTER COLLECTION 2024
Our fourth, milestone art collection, Winter Collection 2024, seamlessly merges creativity with AI. Featuring innovative abstract visuals and minimal designs like 'CHROMIUM STORM V2,' it honors our distinctive style. Driven by the TEV1 algorithm, each piece evolves from simple prompts into captivating masterpieces

The Beauty of Systems— TEV1 Algorithm Breakdown
The TEV1 algorithm is a smart tool that turns your ideas into amazing visual images. It connects related concepts, making sure the visuals are consistent and true to your theme. TEV1 keeps getting better by learning from feedback and adjusting what it creates. It’s designed to be both precise and creative, using a lot of training data to perfect its performance.
Learn more about the beauty of systems in practise in this article.

Hypnagogia — The State Between Wakefulness and Dreaming
Sleep deprivation has become increasingly common in today's age due to various factors. Extended work hours, increased screen time, and a more prevalent party culture are some of the potential culprits.
One of the lesser-known side effects of prolonged sleep deprivation—typically occurring after around 35 hours—is the onset of vivid out-of-body hallucinations.
In this article, we explore the story of an individual who experienced these hallucinations and attempt to interpret them in our own unique way.