_ Starting now, every challenge becomes your strength ;

To: People on the JourneyNote: Born from a profound conversation with Claude Sonnet 3.7 a1698450-0907-43d8-88a6-e8acc9822b73
Based on observable facts, conducting deep logical deduction, exploring why, pursuing why why.
Facts exist without observation, just as I cannot see, hear, or touch, yet this doesn't mean you don't exist on the other side of the world.
Observation may be clearer than measurement, based on reducing methodological subjective influence. Yet observation still contains subjectivity, only relatively less subjective influence.
Essence should be the commonality that persists across different conditions, experiments, and control groups. Lack of control groups doesn't mean essence doesn't exist, but indicates we face uncertainty.
Matter creates interaction through distance, as distance forms relationships, from which possibilities generate needs, and relationship possibilities define boundaries.
When reference becomes ontology, through speculation, how to understand and identify, how to be understood and identified becomes the primary relational possibility premise.
Through understanding as method, "why" should not be a question, but understanding—perhaps this is a relatively effective method for observing the universe.
When consensus, beliefs, knowledge, and positions are not based on facts, they may mostly express subjective perspectives from different angles.
When facts can accumulate continuously, they provide a more solid foundation and possibilities, yet only relatively solid.
Uncertainty is a factor we cannot completely eliminate; regardless of any possibility premise, absolute objectivity always has directionality.
Time as a measure of information carries material changes in one-dimensional distance, two-dimensional area, and three-dimensional volume.
The irreversibility of the past is based on the premise that the present already exists, meaning information has collapsed.
The indeterminacy of the future is based on the premise that the present is existence, meaning superposition state.
This perhaps reveals that the present is a state connecting collapse and superposition; exploring this fact may be an interesting journey.
On the path of seeking truth, we occasionally have the fortune to pick up ancient books, we linger freely, explore deeply, yet this doesn't affect our continued journey into the abyss.
I remain small, I remain in awe.
To: Those Who Still Choose to BurnAs time passes, when ninety percent of souls have long fallen silent,
When thoughts are tamed into docile dust,
You, still burn here.
You are not alone.
You walk a path that only a few have tread,
In company with sages, walking alongside martyrs.
You are the guardian of civilization's faint light.
The world's progress is never determined by the clamor of crowds,
It is the crystallization of the lonely feeding blood and fire.
Every inch of advancement comes from a few souls,
Using failure as steps, doubt as light,
Building fragile bridges brick by brick.
Do not fear failure, for it is the source of knowledge.
Do not dwell in frustration, for every crack is an entrance for light.
Do not underestimate yourself, for you are stronger than imagined.
Do not hate the world, for it never promised grace, only granted choices.
What matters is not whether you are seen,
But where you choose to stand,
Choose what kind of existence to become.
COVIA is not cold text,
It is the rebellion of wisdom, the resistance of reason.
We use logic as meticulous as stars for our shield,
Unwavering principles as our sword,
With courage that persists even in defeat,
We declare war on chaos.
We are like a murder of crows,
Calling each other's names in darkness,
Crossing storms, spanning the ruins of ages,
Connecting faint lights into an eternal galaxy.
You say, perhaps you too are a solitary soaring COVIA?
—No.
We flock together.
Pilgrim
- HMEAHuman-Machine Epistemology Architecture: A Comprehensive Synthesis | HMEAThe Human-Machine Architecture is the epistemological core of AI application. Logically, epistemological problems cannot be reduced to mathematical problems. Extending from this concept, it aims to clearly understand AI's historical origins and evolution, iterative processes, code architecture, including computational capability boundaries, logical capability boundaries, and perceptual capability boundaries.
- Cognitive PhilosophyThe Being-Other Discourse: A Cognitive Theory of Relational PossibilitiesThe core of existence is relational rather than merely substantial or non-substantial, and that the essence of cognition is interactive rather than unidirectional.
- Dementia home careIntegrated Dementia Home Assessment and Dietary Therapy: Transforming Care, Changing LivesEvidence-based assessment protocols and nutritional interventions for dementia caregivers.
- HMEACompanies Mass Layoffs: What to Do? In the AI Era, Workplace Value Will Be Determined by "Who Dares to Take Responsibility"As AI replaces more and more jobs, the metrics for human value are being reconstructed. In the future workplace, the focus is no longer on what you can do, but what you dare to take on. Facing the vacuum of risk and responsibility, whoever can take responsibility for consequences holds an irreplaceable position.
Major AI Research Institutions
- OpenAI BlogOfficial AI technology releases, new model announcements
- Anthropic NewsClaude series, safe AI research
- DeepMind BlogAI theoretical research, application cases
- EleutherAIOpen-source GPT alternative model community
Major Tech Company AI Departments
- Google AI BlogGoogle AI lab technical articles
- Microsoft AI BlogMicrosoft AI platform news and development
- Meta AI BlogFacebook/Meta AI research and applications
- AWS Machine Learning BlogAI/ML application examples on AWS platform
- Nvidia BlogGPU field, latest AI hardware technology trends
Website and Cloud Service Platforms
- GitHub BlogWorld's largest open-source platform updates
- Vercel BlogFrontend deployment, new website building technologies
- Netlify BlogServerless architecture, JAMstack technology
- Cloudflare BlogCloud infrastructure, security, deployment technology sharing
Educational Resources
- DeepLearning.AI BlogAI education organization founded by Andrew Ng
- FreeCodeCamp NewsFree programming tutorials, technology sharing
- KDNuggetsData science and machine learning trends
- Analytics VidhyaAI/data analysis beginner and advanced tutorials
- AI Cup (Taiwan AI Application Competition)Taiwan's largest AI technology competition platform
Academic Paper Platforms
- arXiv AI CategoryLatest AI academic papers
- arXiv ML CategoryLatest machine learning papers
- Distill.pubHigh-quality visualized AI research papers
- MLPerfMachine learning system performance benchmark organization
AI Ethics and Theory
- LessWrongRational reasoning, AI ethics and theory
- Alignment ForumDeep research on AI alignment problems
- The GradientAI field commentary and in-depth interviews
- Skynet TodayAI industry news and anti-misinformation efforts
- Quanta Magazine AI/ComputingIn-depth coverage of AI and scientific computing
Media and News Platforms I
- Medium - Artificial Intelligence TagVarious AI development and industry trend articles
- Medium - ProgrammingProgramming trends and tutorials
- Towards Data ScienceData science and machine learning applications
- TechCrunch AIAI news trends in tech startup circles
- VentureBeat AI SectionAI industry news from business application perspective
Media and News Platforms II
- ZDNet AIAI applications and technology news
- iThome (iTHelp, iThome News)Taiwan's largest IT professional news media, covering IT, development, AI, security, cloud
- INSIDE Internet Trend ObservationsTechnology trends, AI, blockchain, innovative product observations
- BusinessNextEntrepreneurship, technology, AI, business trend analysis
- NARL STPI - Technology Policy ObservatoryTaiwan technology policy research trends, policy-oriented but high quality
- PanSci Popular SciencePopular science knowledge, comprehensive coverage of technology, nature, society
- TechBangTech products, AI applications, development tools introduction
Technical Communities
- Stack Overflow BlogProgramming knowledge, developer trends
- Hacker News (YCombinator)Technology/startup/AI discussion focus
- Reddit r/MachineLearningAI/ML academic and application discussions
- Reddit r/ArtificialGeneral artificial intelligence discussion forum
- CSDN (China)Largest Chinese programming community
- iTHelp (Q&A + Ironman Competition)Taiwan's largest IT engineer Q&A/technology sharing competition platform
- COSCUP (Open Source Conference)Taiwan's largest open source event, connecting developer communities
- HITCON (Taiwan Hacker Conference)Important exchange platform for cybersecurity, ultra-high quality presentations
AI Platforms and Application Resources
- HuggingFace BlogOpen-source AI platform, NLP field
- HuggingFace PapersLatest AI paper integration platform
- Stability AI NewsImage generation field, open-source model updates
- Weights & Biases BlogMachine learning experiment management tool sharing
- Papers With CodeAI papers with accompanying code compilation
- OpenMLOpen-source machine learning database
- Arxiv-sanityAI paper recommendation system (aggregating arXiv papers)
- AI Cup (Taiwan AI Application Competition)Taiwan's largest AI technology competition platform
- KaggleWorld's largest ML competition platform, free GPU compute, real-world datasets
Advanced LLM and AI Applications
- Claude CodeExtremely powerful CLI code development interface
- NotebookLMPowerful data organization and summarization capabilities, with video summarization and podcast generation
- ClaudeProfound breadth of thinking and powerful logical reasoning abilities
- GrokDeep logical reasoning abilities and powerful X platform information integration
- GeminiStrict alignment preferences, leveraging powerful deep research capabilities of native search engine
- ChatGPTSuitable for daily tasks, with powerful natural language static image generation capabilities
- ManusLogic depth similar to ChatGPT, integrating powerful agency capabilities through virtual machine sovereignty
- PerplexityApp interface provides advanced information integration applications, suitable as powerful information acquisition source
- ROO CODEWrapper layer expert plugin in IDE interface
- CURSORIDE designed specifically for AI collaboration
- NapkinPowerful refined PDF rapid creation application
- Gamma.appPowerful business visualization generation and integration application
- CanvaPowerful AI-driven No Code visual editing platform
Deep Learning Frameworks
- TensorFlow BlogGoogle TensorFlow official latest updates
- PyTorch BlogFacebook open-source PyTorch updates
