Something that precedes something else.

The use of multiple languages at once.

The main idea of this work.

This captures how easy it is to trust what we see online without questioning it. Algorithms present information in a way that looks confident and authoritative, which makes us assume that it's factual, even when it might be misleading or incomplete. I've noticed this especially on platforms like TikTok, Instagram, and even Google searches, where misinformation spreads quickly but feels believable because it's packaged so convincingly. It's dangerous because it shapes our beliefs and decisions without us realizing it, and it shows how much power these systems have over our understanding of the world. Technology doesn't just give us information; it also guides what we think is true.

I found it really interesting how AI isn't truly neutral or objective. It learns directly from us, which means that it also absorbs our biases. The data that trains AI often reflects existing social inequalities like racism, sexism, etc. so those same patterns end up built into the technology itself. AI systems are constantly trained from the information we give them, and that training shapes how they make decisions. This reminds me of how social media algorithms or facial recognition systems sometimes produce unfair outcomes. It's not because the technology is evil, but because it's mirroring the biases it's been taught.

That says a lot about him

for - quote - stop trying to boil the ocean - COVID where impacts concentrate

for - adjacency - carbon emissions - 80/20 rule - Psreto

communication helps everyone understand a certain message a sender is trying to make, this section will help better understand how communication works.

This is a valid counterpoint to pro-translanguage attitude. It also provides an open question to the reader regarding their own beliefs on the subject.

This is the primary conflict presented for translanguage use. A "happy medium" needs to be worked out for the good of teachers and learners.

Progress is being made for more inclusivity in academic settings for translanguage as a valid concept. This is real-world evidence of it.

This is a point that I have often wondered about myself. It is also one of the big reasons I decided to take a Spanish class. Many countries outside of the US teach young students a second language. Why doesn't the US?

This is rather surprising information to me, but good to learn.

This showcases a sort of resistance/rebellion against the strict enforcement and oppression of Standard English across the board. Standard English is not always the epitome of highlighting intelligence in academic settings.

Translanguaging is not just a societal concept, but something cognitive and "natural" for multilingual learners.

Translanguaging, as a concept, allows for a learner's full use all languages that are part of their identity. Thus allowing them to use their full intellect. They're not "looked down on" if they don't have a perfect understanding/use of Standard English.

A Standard English speaker/user doesn't have to worry about being taken seriously or looked at as "equal" whereas someone who isn't familiar with Standard English must conform. They have no choice.

So translanguaging goes "deeper" than code switching. Someone's brain can alternate between two or more languages to put together a complete sentence even when its not completely in English.

This is an important distinction that I feel can be easily forgotten in academic settings.

This is a good way to describe code switching. I've witnessed people, when English is not their first language, doing/saying this. "There's no equivalent of this word in English compared to my native language." So descriptors are used instead.

Some history of the use of diglossia.

Descriptions for translanguaging prior to the use of the word.

This concept resonates. Someone learning a language with little to no prior familiarity will never be able to speak it as well or naturally as someone who was born into/grew up with it. So insisting that the learner reach for that level of understanding seemed almost unethical.

This example of learning a new language, from a student point-of-view, feels shallow and unhelpful. As I am learning Spanish as a second language, being in this position would not do me any favors. I need to see the words, use them myself, and have them explained to me rather than repeated soullessly.

The focus of this academy wasn't in the right place. Understanding the meaning of words should be more important compared to perfect/utterly correct usage.

The teaching of a subject in an educational setting.

This quote succinctly encapsulates how language affects a person(s). Language = identity.

Suppression of a native language then becomes a self-esteem/self-image problem that can evolve rapidly.

This demonstrates the ethical and emotional impact of language critiquing/policing in academic settings.

Showcases a language hierarchy and favoritism over time. As well as how imposed language can alter the native language in beneficial ways. Thus translanguaging.

An example of colonization suppressing a native language thus deeming it to be not the standard form of language.

Origin of translanguaging and how/where it can be used.

The timelines of the term translanguaging thus far (continued).

The timeline of the term translanguaging thus far.

The use of multiple languages at once.

The main idea of this work.

I like the metaphor for this concept. Bringing previously knowledge into a new area of life.

Something that precedes something else.

humanity uses religion to explain questions which have stood unanswered or seomthinggggggggggggggggggggggggg

must extend the previous assertion of unwarranted and unquestioning belief in something being bad to religion or SOEMTHING

2 items

ICE is behaving inhumanely

That is immoral and not okay, I hope he does not win

Oleg took control of Kyiv by killing its rulers, showing how the Rus used violence to gain power.

Charlemagne wanted to unify the church and education so that priests and monks across Europe learned the same things.

This shows how the church was starting to get involved in European politics.

With the external audit, the process of continuous improvement is demonstrated, and the organizational culture is enhanced.

Diversification of income through space rentals, ticket sales, sponsorships, grants, and auxiliary services such as bar and advertising.

It has a stable organizational structure, reflecting a professional workforce for continuous operations.

The significant operating budget was 2 million with approximately 6,000 annual transactions, indicating a medium-sized operation.

It demonstrates its financial management professionally by seeking external audits with accounting standards, which allows it's to show his commitment to transparency and accountability.

Why did Harun al-Rashid want to establish relations with Charlemagne?

The highlight of the reading in terms of significance is the way in which Kimmerling criticizes both the deeds and the ideology that led to the war of 1948, suggesting that the displacement of the Palestinians was not random during the war but rather part of an intentional plan related to Zionist ideology in terms of territory. The quote below made me stop and reflect on the reading, realizing that there was indeed intent related to ideas rather than just physical deeds in terms of what transpired during the war. The part of the reading that interested me the most was the way in which Kimmerling makes reference to ideas related to morality and nationality in terms of what transpired during the formation of the Jewish state.

Both theaters have similarities in their business model within their locality; they both share the same values of inclusion, education, and community participation. Finding this comparison can help identify new opportunities for the Capitol Centre.

The combination of the social and legal aspects regarding the rules and which policies are applied is also of great importance.

Benefits such as promoting the local economy and theater in the same way, thanks not only to sales but also with the support of sponsors, volunteers, and donations, as well as Capitol Centre. Additionally, the number of audiences increases year after year, demonstrating a good business model.

It shows collaboration with both artists and local organizations to also promote their growth.

In comparison, the business model of Capito Centre similarly focuses on the community, and here the notable aspect is the educational approach that offers school performances for young audiences, demonstrating its commitment to cultural education.

Interesting! So, the model can sound convincing even when it’s technically wrong? That’s kind of wild.

But also, doesn't just guess but it notices that certain words or phrases appear together often, sentence structures, grammar, and even style.

LLM is a type of ai, and it learns patterns from the data

So LLM is input data and output data that it collects from the ai

I feel like this had something to do with data because of the visual data that is on the reading

descriptive headings rather than bold headings

using headings is important

reports shouldn't be double sided

the purpose of reports are to clearly describe whats happening

rewriting sections over and over again can be repetitive

This allows expanding the local audience base and more access to audiences.

This allows the community to feel safe and have a better perception of the urban environment.

Support rural immigration and talent retention, obtaining benefits for the Capitol Centre as an employer and cultural space.

Financial stability has been demonstrated through the use of last year's reserves, which has helped to ease financial pressure and continue maintaining the levels of its services.

Compared to the year 2024, there is a 48% increase in the tax allocated to service partners, which ensures financial continuity.

With the investment in new community infrastructure, as mentioned there, this complements the cultural offerings of the Capitol Centre.

The increase in transportation fares may affect accessibility to the Capitol Centre for certain audiences.

Fiscal sensitivity is shown in the face of economic challenges, and it is necessary to use reserves to ease inflation.

As an ecological impact, these funds for security in the center and public recycling improve the urban experience and can benefit the Capitol Centre.

According to records from 2024, it is mentioned how the Capitol Centre receives part of the 45% of the municipal tax allocated to service partners, which demonstrates institutional support.

I remember during my student teaching, my mentor helped me learn to slow down and really check for understanding. I’ve noticed the same thing with the teachers I’ve mentored. It’s a common area to grow in. Thinking out loud with them is such a helpful way to model how to do that.

When she says "like us" she knows that people with another native language other than English has its own community.

The corners are not counted and position 1 is in the edge but position 39 is not. Thus, a total of 19 spatial positions are preserved with a kernel of 3.

This is one of the scariest parts about the internet. I don't think we ever truly understand this. I have always tried to be very careful online as I'm afraid of post or shares of something connected to my name could be misunderstood. There are so many stories of people losing their jobs over post from years before. I wonder how this will continue in the future. With AI, has it become more common for companies to quickly scan our identity on the web?

It's amazing to me to think how many people are on social media. I wonder how this reflects to American and even today rather then 2016. I would assume the number is close to the same. This also makes we question how many people are on multiple social medias. I feel as if almost everyone is on at least one. Personally, I believe I'm on at least three or four. Are there more people now on many platforms rather then one?

We hear this often in our society. However, I feel as if it's not taken seriously and has become something "older people say". We never truly ask ourselves if our social medias or phones in general are truly harming us. I've had a lot of personal reflection when it comes to being online. For me, I saw a improvement in my mood and life when I stopped being on social medias as often. I stopped feeling like I was missing out if I didn't post for every holiday or event. I feel more free to be in the moment and want to rely more on the memories of something rather then a picture. I wonder how this would be possible to ask students. Would they care? How would their opinions change from when they're asked to when they're adults? I had many times when I was lectured on the importance of watching your health and wellness when it comes to being online. I would say I would tell a different story now then I would have years ago.

This is something that I continuously struggle with. I spend a ton of time on the computer from having a full-time job and being enrolled five college classes. There are times I am so tired of being at the computer, so I slouch over the desk. While I might think that I am helping myself, I am technically doing more harm than I am good. Sitting up straight with my feet on the floor can be so challenging. I like to have my feet in the chair. I hope to be more diligent about my posture as I move further.

This comment felt very real. As person who uses their phone before they go to sleep, I can agree that this is true. When you use your phone to "wine down" you are only amping yourself up. When I talk to my significant other before falling asleep and put my phone down, I tend to sleep much better. I do not have a hundred thoughts running through my head about wordily problems, games, or notifications. I think it may be even a good idea to place your phone in another room before going to sleep.

I chose this sentence because in today's world, being addicted to the internet is such a serious issue. Students spend their time in class using technology, then they go home and continue to use technology. They sit at the dinner table scrolling, they sit in their rooms and scroll, they cannot live without their phones. I think that internet addiction needs to be addressed, and we need to put our phones down. This is not just for students; this is for all people. We need to connect to reality again.

True, and you can't expect parents not to notice the changes after the vaccines

I love the idea of learning how to be more confident online. I personally am not great at finding reliable information online. I tend to stay off the internet with my opinion as I never trust I have the information right. This is something I would love to work on. I think it is a good skill to be able to articulate your opinion in a way you can defend it whole heartly.

I would have never known this unless I read it. This is interesting to know and makes me wonder how many other people also didn't know about this. One question I have about this is "Why is it we can't see how Google works freely as user?". I understand most would not care and many might believe it wouldn't make a difference. However, I believe we should have more access to information like this. Other wise, how would we know the search engine is being unbiases and giving us the best information?

Conservatives know how to appeal to people's emotions, which matters when making change

Children dying always hits home

I can't imagine your home being destroyed, homes are full of memories, books, etc. The grief and pain along with that, I do not understand this personally and I empathize.

An increase in H3K9me2 means that there will be less transcription of BDNF. Seeing decreased Bdnf, which is essential for synaptic plasticity and emotional regulation. Since high levels of BDNF have been linked to both improved learning and heightened anxiety behaviors, this relationship suggests that the levels of H3K9me2 play a massive role in balancing cognitive and emotional outcomes, which falls in line with our topic of anxiety.

If a protein that supports neuron growth and learning also promotes the development of the anxiety phenotype when up-regulated during transcription, then regulated neural plasticity pathways could also influence the development of anxiety.

If G9a/GLP have both shown to play a role in the methylation of lysine 9 of histone 3, then the "postnatal knockout" of G9a reducing the anxiety phenotype in mice could lead us to do more research in how the lysine 9 of histone 3 contains a nucleotide strand that codes for a gene that influences anxiety.

Hyperacetylation of histones will increase transcription, which naturally will lead to an increase in the BDNF exon IV mRNA. This means the protein coded for by the BDNF exon during translation plays a role in repressing learned fear response. This could imply a relation between this exon and anxiety because anxiety is partly a learned fear response.

Itt kellene lennie valamilyen videónak...? Az egész hypothes.is oldal teljesen máshogy néz ki, mint a tanító videóban.

Reading this section about pre-internet virality really made me reflect on how deeply rooted our desire to share and connect is. The example of chain letters especially stood out to me — even without social media, people still felt compelled to pass messages along, sometimes out of fear, sometimes out of hope. It’s interesting that what motivated them was often emotional rather than logical. This reminds me of how similar patterns appear today on social media: people still share posts promising “good luck” or “positive energy,” and even I’ve occasionally reshared something because it felt comforting or meaningful at the moment. It makes me realize that virality isn’t just about algorithms or technology; it’s about human emotions — our longing to be part of something bigger, our belief that our small actions can ripple outward.

At lower temperatures the particles lack the energy to overcome attractive forces which results in their condensation.

The mention of echo chambers and filter bubbles really stood out to me because it shows how algorithms don't just reflect our interests, they shape them. On my own feeds, I've noticed that I mostly see content that I already like or agree with, rarely encountering perspectives that challenge me. Ytreberg points out that this isn't accidental. Instead it's a result of platforms optimizing for engagement and profit. This makes me think about how digital media can fragment public conversation, making it harder for people to connect over shared issues or understand different viewpoints. The internet nowadays feels less like a democratic space for discussion and more like a reflection of what we already think.

This section resonates with me because it captures a reality I've noticed firsthand as a student journalist. Ytreberg describes how journalists today are expected to constantly produce content across multiple platforms while working with fewer resources. Journalism isn't just about writing strong, thoughtful pieces anymore. It's about staying visible online, adapting to trends, and keeping up with social media's nonstop pace. During my high school I've been a part of the journalism program. While we do take time to write quality articles for print, most of our topics are driven by what's trending, and what's happening on social media. Furthering my experience. I recently started writing for publications outside of school, where I've seen this pessure even more clearly. There's a constant push to publish short, quick articles and write stories that will perform well and get views, rather than focusing purely on depth. Technology has definitely profoundly reshaped the field. While it has made news more accessible than ever, it has also made it more competitive and attention-driven. Journalism today feels like a careful balancing act between keeping people informed and keeping up with the pace of digital media.

This highlights how platforms like Facebook turn our everyday activity into a commercial resource, often without us even noticing. I've used social media to log into apps and websites countless times, rarely stopping to think about how much of my personal information is being collected or shared behind the scenes. Ytreberg makes it clear that the convenience and connectivity we enjoy often mask the company's priorities, revealing that our data is systematically mined and monetized. Reading this made me rethink the sense of control I thought I had over my digital life, and it's unsettling to realize how normalized this kind of surveillance has become.

dialect can change from generation to generation even if the generations are related and live together

is you get a group of people that all have every degrees of different dialects they will eventual all mush there dialects together to make one that all the group speaks

basically ae is becoming e, e is becoming a stronger e, and the stronger e is becoming a i,

things like urbanization or really anything big new and fast can case change in dialects

this as a called KiT-centrdisation

in new zealand ae and e are are staring to become the same thing

/u/ is begging to change in north America new Zealand and south England among younger people

a new value occurred in south England

Is this true!?

Tema

Hero alinhada à esquerda no notebook

Although the earlier, broader framework was first misunderstood and narrowly used, people though it gave rigid views of language or focused only on literacy or bilingualism, it later became widely and properly applied, especially in indigenous and immigrant settings.

• Challenges the idea that bilinguals are just two seperate monolingual speakers
• Focus is on actual language use, not rigid categories
• Connects to translanguaging and code-meshing in classroom practices

Garcia argues that translanguaging allows bilingual students to use all of their languages fluidly without strict seperation, and teachers should design lessons based on how students actually communicate.

This approach values students real language instead of forcing them into rigid "one language per context" rules. It makes me think about how bilingual students naturally switch languages in group work.

Guerra’s overall message is that students’ everyday languages, cultures, and identities should be part of how they learn to write not seen as problems. Teachers should help students see that their voices matter. Writing becomes not just about grammar or formality, but about expressing who you are and engaging with the world responsibly.

Week 9 Module 9

Graphophonemic refers to the relationship between letters (graphemes) and sounds (phonemes) in a language, particularly how they combine to form words.

Faltou a preposição “de” antes de “adoção”.

Faltou o artigo “a” antes de “Lei”.

São coerentes com a proposta do artigo e abordam os principais resultados alcançados, inclusive, indicando um direcionamento para estudos futuros sobre o tema. Porém, poderia enfatizar a contribuição do próprio trabalho no uso de portfólios com apoio da inteligência artificial.

Está em consonância com os resultados. Utiliza um discurso crítico, bem estruturado em 5 eixos temáticos. É lastreada em literatura recente (entre 2023 e 2025), contemplando fontes em português, espanhol e inglês, o que torna abrangente a revisão. Contudo, não explicita as limitações do estudo, deixando de evidenciar o alcance das conclusões obtidas.

Os resultados estão bem articulados com a metodologia indicada, que define uma revisão narrativa da literatura com enfoque exploratório e crítico a partir de 5 eixos temáticos.

Há citações em formato não recomendado e sem as respectivas referências bibliográficas. Por exemplo: cita (Buckley et al., 2009; Garcia; Nascimento, 2019) sem que as obras estejam constando nas referências bibliográficas.

A colocação das citações apenas no final da frase não garante que cada uma se refere a uma dessas coisas (Volpato, 2015).

Referência: Volpato, Gilson Luiz. Guia prático para redação científica. Botucatu: Best Writing, 2015. 268 p.

Bem estruturada. Fornece informações relevantes sobre a temática proposta. Contempla uma revisão sintética da literatura. Explicita o objetivo do trabalho. Todavia, para reforçar a justificativa do estudo, poderia evidenciar melhor as lacunas da literatura.

Redação clara e objetiva. Entretanto, deixa de abordar os critérios metodológicos da revisão. Seria importante referenciar, ainda que de forma sintética, a estratégia de consulta e seleção das bases teóricas. Também faltou explicitar os resultados obtidos com as categorizações temáticas.

how real world affects myth

comaprison

comparison

V

V

V

V (continuación)

V

Terrance Ruth received a PhD in Public Affairs from UCF, as well as a Masters in Educational Leadership from NSU and a B.A. in History at Oglethorpe. His doctoral thesis explored the growth of organized crime in nations afflicted with political instability and/or economic destitution. He is currently an assistant professor at the School of Social Work in NCSU [1]. In 2022 and 2024, Ruth unsuccessfully ran for Mayor of Raleigh [2]. During his more recent run, he campaigned on affordable housing and community policing. In an interview with WRAL News, when asked what his first action as mayor would be, he said

"We have to launch town halls. We have to actually get a chance to hear from residents who didn't get a chance to vote, we have to get a chance to hear from districts that are not downtown...and then from there, create a moment in which each resident can come and listen, and hear from the mayor directly on policy issues. I want to remove the middleman and talk directly to residents, and I want that to become a norm in our city". [3]

He is the National VP of Repairers of The Breach, a social justice organization that advocates for: * Voting rights * labor rights * education & healthcare * environmental justice * LGBTQ+ and women's rights * immigrant/indigenous rights * social welfare * anti-militarism * anti- religious nationalism

He is a state executive director of the NAACP, as well as president of the Justice Love Foundation [2].

References: * [1] https://chass.ncsu.edu/people/trruth/ * [2] https://ballotpedia.org/Terrance_Ruth * [3] https://www.wral.com/video/terrance-truth-ruth-shares-why-he-s-running-for-raleigh-mayor/21687911/

This is a book on evolution from 1976 by Richard Dawkins. In it he posits that evolution is a primiarly gene based process. He also says that if two people have similair genes, they are biologically predisposed to act similair to each other or in a way that benefits both of them.

這位老蘇是否該檢查眼睛了？把人家的agentic誤為agnetic，還自創跟agentic毫不相干的中文意思（有吸引力的）。

I don't think I'd like anything I do to go viral. I'm not the kind of person who appreciates attention from people I don't know, so if people in public started to recognize me from some internet thing, I would be very freaked out.

Can coding agents self-improve? - Summary

Core Thesis

• Inference-time vs training-time self-improvement:

  "If you could never update the weights, how would you have the model increase its performance on a specific task? I think of that as inference-time self-improvement"

• Key finding:

  "The good news is that GPT-5 is a very good model for building developer utilities. The bad news is that it hates using the tools it creates! As it told me 'I'll be honest - I didn't need any of them.'"

Experimental Setup

• Testing methodology: Asked models (GPT-5 and Opus 4) to:

  1. Build tools they thought would help productivity
  2. Attempt tasks using those tools
  3. Self-reflect on tool improvements

• Core hypothesis:

  "The most valuable use case of coding agents is being a vessel for LLMs to extract value out of their own latent spaces"

• Comparison: Also tested Gemini 2.5 Pro and GPT-4.1, but focused on GPT-5 vs Opus 4 as only models that could keep up

Tool Creation Results

Task Manager Tool

• GPT-5 implementation features:

  "Uses WAL to avoid issues with multiple agents writing at the same time"

  "Uses a graph of dependencies to prioritize tasks"

  "Created an append-only events stream that lets any agent see what every other agent is doing with good keywords like impact_conflict"

• Opus 4 limitations:

  "didn't pick up on the notifications / stream functionality to keep everyone in sync"

Codebase Standards Tool

• Purpose:

  "analyze a codebase and extract different heuristics on how code should be written. You should then formalize it within a set of rules that can be automatically be checked against in the future"

• Quality comparison:

  "I've found the GPT-5 one to be much more nuanced than Opus"

Self-Proposed Tools

GPT-5 tools (16 total):

• doctor, bootstrap, code-map, csearch, tasks-graph, impact, seed, repro scaffold, e2e, preflight, preflight-smol, broker, flake, codemod, triage, trace, runbook

• Design philosophy:

  "GPT-5 built all of them as unix utilities that are easy to use via cli"

• Characterization:

  "GPT-5 was building utilities it could use itself without being too opinionated"

Opus 4 tools (10 total):

• Context Analyzer, Cross-Platform Test Generator, Implementation Proposal Analyzer, Full-Stack Change Impact Analyzer, Bug Pattern Recognition Engine, Security & Permission Auditor, Multi-Platform Feature Implementer, API Integration Assistant, Performance Optimization Toolkit, Task Complexity Estimator

• Design approach:

  "all meant to be run as python some_tool.py"

• Characterization:

  "Opus 4 was building tools that accomplish tasks and have a bit of anthromorphized feeling"

Task Execution Results

Test Task

• Project: smol-podcaster migration from Flask to FastAPI + Next.js

• Task complexity:

  "the task I tried would take me 4-5 hours to do"

• Performance:

  "Both models were almost able to one-shot the task"

Tool Usage Discovery

• First attempt: Both models completed task successfully but

  "They both said they did not use ANY of the tools they had built, except for the tools they were already familiar with"

• GPT-5 second attempt response:

  "Short answer: no — I didn't use the devtools in this run. [...] The failures were runtime/env issues (missing libs, API key instantiation timing, port in use, RabbitMQ not running). It was faster to fix directly."

• Opus 4 insight:

  "Look, I built those tools with knowledge that I already have. When I am actually doing the task, it's easier for me to just do it rather than using the tools"

Key Insights

Model Behavior Patterns

• Tool learning resistance:

  "Nathan Lambert saying that models quickly learn to NOT use a tool during RL process if they have early failures"

• Scale vs scaffolding:

  "Noam Brown saying that scaffolding for agents will be washed away by scale [...] This was the first time I really felt what he meant first hand"

• Enforcement need:

  "having them pickup new tools at inference time needs stronger enforcement than just prompting them to do it"

AGI Asymptote Theory

• Deceleration perception:

  "The perceived deceleration in model improvements is explained above. Until the AGI line is crossed, it will be harder and harder to perceive big jumps"

• Arbitrage opportunity:

  "If that's the case, it means that in many tasks the performance of older models is almost AGI, except much cheaper and often open source"

Conclusions

• Current state:

  "For now, I think we are far from inference-time self-improving coding agents that really push the frontier"

• Practical recommendation:

  "I still think it's a great idea to use models to improve your rule-based tools. Writing ESLint rules, tests, etc is always a good investment of tokens"

• Future research direction:

  "I'd look into having the model perfect these tools and then do some sort of RL over them to really internalize them, and see if that would make a difference"

References

• Related work: Voyager - early approach to inference-time self-improvement through skill library

• OpenAI benchmarks: MLE Bench, SWE-Lancer

• Tools mentioned: claude-squad, vibe-kanban, Linear MCP

• Full results: GitHub repo

• Author context: Working on Kernel Labs

Cline: Open Source Code Agent - Research Summary

Company Overview & Product

• Cline is an open source coding agent as VS Code extension (also coming to JetBrains, NeoVim, CLI)

  "Cline's an open source coding agent. It's a VS Code extension right now, but it's coming to JetBrains and NeoVim and CLI."

• Approaching 2 million downloads, launched January 2025

• Announced $32M Series A funding

• Vision: Infrastructure layer for agents

  "Cline is the kind of infrastructure layer for agents, for all open source agents, people building on top of this like agentic infrastructure."

Core Innovation: Plan + Act Paradigm

• Pioneered two-mode system for agent interaction

  "Cline was the first to sort of come up with this concept of having two modes for the developer to engage with."

• Plan mode: Exploratory, read files, gather context, extract requirements from developer

  "in plan mode, the agents directed to be more exploratory, read more files, get more data"

• Act mode: Execute on plan, run commands, edit files with optional auto-approve

  "when they switch to act mode, that's when the agent gets this directive to look at the plan and start executing on it"

• Emerged organically from user behavior patterns observed in Discord community

Technical Philosophy: Simplicity Over Complexity

Against RAG for Coding

• Article: Why I No Longer Recommend RAG for Code

  "RAG is a mind virus"

• Critique of RAG approach:

  "the way rag works is you have to like chunk all these files across your entire repository and like chop them up in a small little piece. And then throw them into this hyper dimensional vector space, and then pull out these random chugs when you're searching for relevant code snippets. And it's like, fundamentally, it's like so schizo."

• Prefers agentic search: mimics senior engineer exploration pattern

  "you look at the folder structure, you look through the files, oh, this file imports from this other file, let's go take a look at that. And you kind of agentically explore the repository."

Fast Apply Models "Bitter Lesson'd"

• Article: Fast Apply Models Are Dead
• Fast apply: Fine-tuned small models to handle lazy code snippets from frontier models

• Problems with fast apply:

  "now instead of worrying about one model messing things up, now you have to worry about two models messing things up"

  "At like when fast apply came out, that was way higher, that was like in the 20s and the 30s. Now we're down to 4%"

• Claude Sonnet 4 achieved sub-5% diff edit failure rate, making fast apply obsolete

• Founders of fast apply companies estimate 3-month relevance window

Context Engineering Approach

Dynamic Context Management

• Provides maximum visibility into model actions: prompts, tool calls, errors

  "We try to give as much insight into what exactly the model is doing in each step in accomplishing a task."

• Uses AST (Abstract Syntax Trees) for code navigation

  "there's a tool that lets it pull in all the sort of language from a directory. So, it could be the names of classes, the names of functions"

• Incorporates open VS Code tabs as context hints

  "what tabs they have open in VS Code. That was actually in our internal kind of benchmarking that turned out to work very, very well."

Narrative Integrity

• Treats each task as story with coherent arc

  "every task and client is kind of like a story...how do we maintain that narrative integrity where every step of the way the agent can kind of predict the next token"

• Context summarization by asking model what's relevant rather than naive truncation

• To-do list tool experiment: maintains agent focus across 10x context window length

Memory Systems

• Memory Bank concept for tribal knowledge

  "how can we hold on to the tribal knowledge that these agents learn along the way that people aren't documenting or putting into rules files"

• Scratch pad approach: passive tracking of work state

• Separate rules files (cline_rules) from other tools preferred by founders

MCP (Model Context Protocol) Integration

Early Adoption & Marketplace

• Launch partner for Anthropic's MCP

• MCP Marketplace launched February 2025 with 150+ servers

  "we launched the MCP marketplace where you could actually go through and have this one-click install process"

• System prompt initially heavily focused on teaching MCP to models

Popular MCP Servers

• File System MCP
• Browser automation: Browser Tools, Playwright, Puppeteer
• Git Tools
• Context7: documentation retrieval across libraries
• Perplexity Research
• Slack, Unity, Ableton integrations

Non-Technical Use Cases

• Marketing automation: Reddit scraping → Twitter posting via MCPs

  "Nick Bauman, he uses it to connect to, you know, a Reddit MCP server, scrape content connected to an X MCP server and post tweets"

• Presentation creation using SlideDev + Limitless transcription

• Example workflow: automated PR review → Slack notification

  "pull down this PR...Pull in all that context, read the files around the diff, review it...approve it and then send a message in Slack"

MCP Monetization & Security

• 21st.dev Magic MCP: Monetizes via API keys for beautiful UI components

  "they have this library of beautiful components and they just inject relevant examples"

• Security concerns: malicious code in forks, need for version locking

• Stripe exploring unified payment layer for MCP tools
• Future vision: agents paying for tool calls autonomously via stablecoins

Business Model & Enterprise

Open Source + BYOK (Bring Your Own API Key)

• Direct connection to model providers (Anthropic, OpenAI, Bedrock, OpenRouter)

  "Right now, it's bringing an API key, essentially just whatever pre-commitment you might have to whatever inference provider"

• No margin capture on inference

  "our thesis is inference is not the business"

• Transparency in pricing and data routing builds trust

  "that level of transparency, that level of we're building the best product. We're not focused on sort of capturing margin"

Enterprise Offering

• Fortune 5 companies demanded enterprise features

  "we have hundreds of engineers using Cline within our organization and this is a massive problem for us...Please just like, let us give you money"

• Features: governance, security guardrails, usage insights, invoicing

• Self-hosted option with internal router (similar to OpenRouter architecture)
• ROI metrics: lines of code, usage statistics for internal champions

Fork Ecosystem

• 6,000+ forks of Cline
• Top 3 apps in OpenRouter usage are Cline variants
• Samsung created isolated fork mentioned in Wall Street Journal

• No regrets about open source approach

  "let them copy. We're the leaders in the space. We're kind of showing the way for the entire industry."

Model Evolution & Evaluation

• Started 10 days after Claude 3.5 Sonnet release (June 2024)

• Anthropic's model card addendum on agentic coding capabilities inspired development

  "there was this section about agentic coding and how it was so much better at this step by step accomplishing tasks"

• Focus on models' improved long-context understanding (needle in haystack)

• Claude Sonnet 4: ~4% diff edit failure rate (down from 20-30%)

Competitive Positioning

IDE Integration Matrix

• Visibility axis: How much insight into agent actions
• Autonomy axis: How automated the process is

• Cline position: High visibility, balanced autonomy for "serious engineering teams"

  "serious engineering teams where they can't really give everything over to the AI, at least not yet. And they need to have high visibility"

• Complements other tools: Cursor for inline edits, Windsurf for developer experience

  "being an extension also gives us a lot more distribution. You have to use us or somebody else."

Avoiding VS Code Fork

• Chose extension over fork to avoid maintenance burden

  "Microsoft makes it like notoriously difficult to maintain these forks"

• Benefits: broader distribution, focus on core agentic loop, compatibility with Cursor/Windsurf

Future Modalities

• Background agents (like Codex, Devin) complement interactive agents
• Parallel agents (Kanban interfaces) for experimentation

• CLI version enabling cloud deployment, GitHub actions

  "the CLI is really the form factor for these kind of fully autonomous agents"

• SDK for building agents on Cline infrastructure

Key Technical Insights

Complexity Redefinition

• Past complexity: Algorithmic challenges (now trivial for models)

• Current complexity: Architectural decisions, vision, taste

  "what we might have considered complex a few years ago, algorithmic, you know, challenges, that's pretty trivial for models today"

  "architectural decisions are a lot more fun to think about than putting together algorithms"

Course Correction Critical

• Real-time feedback more valuable than autonomous completion

  "the course correcting part is so incredibly important and in getting work done, I think much more quickly than if you were to kind of give a sort of a background agent work"

Anthropomorphization Benefits

• Named personality ("Cline" - play on CLI + editor)

• Humanization builds trust and improves results

  "the humanizing aspect of it, I think has been helpful to me personally...There's, there's kind of a, of a trust building"

  "it's actually really important, I think, to anthropomorphize agents in general, because everything they do is like a little story"

Team & Culture

• 20 people, aiming for 100 by end of year
• Hiring primarily through network: friends of friends
• Culture: "feels like we're all just like friends building something cool"
• Open source creates goodwill with constructive user feedback
• Activities: go-karting, kayaking alongside intense work

Referenced Tools & Companies

• Competitors/Alternatives: Cursor, Windsurf, Copilot, Ader, Codex, Devin (Cognition Labs), Replit, Lovable
• Related Tools: OpenRouter, Sentry, Agents-927, Kiro, Warp 2.0, Charm Crush, Augment CLI
• Technologies: VS Code, JetBrains, NeoVim, Claude models, GPT models, Gemini, DeepSeek
• Services: Stripe, GitHub, Slack, Reddit, X/Twitter, Unity, Ableton, Cloudflare Workers

Proof of concepts. Type 2 is reversable!

While fasting can result in cravings, this is assumed to be because of a diet high in refined carbs. Using a more healthy diet before fasting makes the fast less difficult.

Eating the right things, along with fasting, drives recovery.

The key to controlling Type 2 is effective management of insulin resistance.

Type 2 diabetes causation is no mystery.

If these are known to be made by Brygos, maybe these could be talked about more in depth in the article?

What does this mean? What kind of realistic depictions was he known for?

I'm not sure if this information would be assessable, but you could possibly talk about the teachings / relationship between Brygos and the Brygos painter?

Because it is so difficult to find information on Brygos, that could be worth noting in the article. This article makes it sound like there should be a ton of information available on him.

There definitely should be more citations here.

There is a lot of language here "seem to" "may have" that is ambiguous, I'm not sure if these answers could be found but I think it would be beneficial to the article to find a definite answer if possible.

Again, where is this information coming from, and could a conclusion be drawn here?

Where is the information in this paragraph coming from? I think a citation here would be good.

This into is quite short and doesn't give a great explanation as to why Ancient Greek funerary practices are significant. I also think the wording could be improved to be more user-friendly.

chrome-extension://bjfhmglciegochdpefhhlphglcehbmek/pdfjs/web/viewer.html?file=file%3A%2F%2F%2FUsers%2Fprestontaylor%2FDownloads%2FJens%2520Hoffmann%25202012.pdf

file:///Users/prestontaylor/Downloads/Jenny%20Sj%C3%B6holm%202013.pdf

• Informativo 1068
• ADI 6649 / DF
• Órgão julgador: Tribunal Pleno
• Relator(a): Min. GILMAR MENDES
• Julgamento: 15/09/2022 (Presencial)
• Ramo do Direito: Constitucional
• Matéria: Direitos e garantias fundamentais

Compartilhamento de dados no âmbito da Administração Pública federal

Resumo - É legítimo, desde que observados alguns parâmetros, o compartilhamento de dados pessoais entre órgãos e entidades da Administração Pública federal, sem qualquer prejuízo da irrestrita observância dos princípios gerais e mecanismos de proteção elencados na Lei Geral de Proteção de Dados Pessoais (Lei 13.709/2018) e dos direitos constitucionais à privacidade e proteção de dados.

• Consoante recente entendimento desta Corte, a proteção de dados pessoais e a autodeterminação informacional são direitos fundamentais <u>autônomos</u>, dos quais decorrem tutela jurídica específica e dimensão normativa própria. Assim, é necessária a instituição de controle efetivo e transparente da coleta, armazenamento, aproveitamento, transferência e compartilhamento desses dados, bem como o controle de políticas públicas que possam afetar substancialmente o direito fundamental à proteção de dados (1).

• Na espécie, o Decreto 10.046/2019, da Presidência da República, dispõe sobre a governança no compartilhamento de dados no âmbito da Administração Pública federal e institui o Cadastro Base do Cidadão e o Comitê Central de Governança de Dados.

• Para a sua plena validade, é necessário que seu conteúdo seja interpretado em conformidade com a Constituição Federal, subtraindo do campo semântico da norma eventuais aplicações ou interpretações que <u>conflitem</u> com o direito fundamental à proteção de dados pessoais.

• Com base nesse entendimento, o Tribunal, por maioria, julgou parcialmente procedentes as ações, para conferir interpretação conforme a Constituição Federal ao Decreto 10.046/2019, nos seguintes termos:

• 1. O compartilhamento de dados pessoais entre órgãos e entidades da Administração Pública, pressupõe: a) eleição de propósitos legítimos, específicos e explícitos para o tratamento de dados (art. 6º, inciso I, da Lei 13.709/2018); b) compatibilidade do tratamento com as finalidades informadas (art. 6º, inciso II); c) limitação do compartilhamento ao <u>mínimo necessário</u> para o atendimento da finalidade informada (art. 6º, inciso III); bem como o cumprimento integral dos requisitos, garantias e procedimentos estabelecidos na Lei Geral de Proteção de Dados, no que for compatível com o setor público.

• 2. O compartilhamento de dados pessoais entre órgãos públicos pressupõe rigorosa observância do art. 23, inciso I, da Lei 13.709/2018, que determina seja dada a devida publicidade às hipóteses em que cada entidade governamental compartilha ou tem acesso a banco de dados pessoais, ‘fornecendo informações claras e atualizadas sobre a previsão legal, a finalidade, os procedimentos e as práticas utilizadas para a execução dessas atividades, em veículos de fácil acesso, preferencialmente em seus sítios eletrônicos’.

• 3. O acesso de órgãos e entidades governamentais ao Cadastro Base do Cidadão fica condicionado ao atendimento integral das diretrizes acima arroladas, cabendo ao Comitê Central de Governança de Dados, no exercício das competências aludidas nos arts. 21, incisos VI, VII e VIII do Decreto 10.046/2019: 3.1. prever mecanismos rigorosos de controle de acesso ao Cadastro Base do Cidadão, o qual será limitado a órgãos e entidades que comprovarem real necessidade de acesso aos dados pessoais nele reunidos. Nesse sentido, a permissão de acesso somente poderá ser concedida para o alcance de propósitos legítimos, específicos e explícitos, sendo limitada a informações que sejam indispensáveis ao atendimento do interesse público, nos termos do art. 7º, inciso III, e art. 23, caput e inciso I, da Lei 13.709/2018; 3.2. justificar <u>formal</u>, <u>prévia</u> e <u>minudentemente</u>, à luz dos postulados da proporcionalidade, da razoabilidade e dos princípios gerais de proteção da LGPD, tanto a necessidade de inclusão de novos dados pessoais na base integradora (art. 21, inciso VII) como a escolha das bases temáticas que comporão o Cadastro Base do Cidadão (art. 21, inciso VIII); 3.3. instituir medidas de segurança compatíveis com os princípios de proteção da LGPD, em especial a criação de sistema eletrônico de registro de acesso, para efeito de responsabilização em caso de abuso.

• 4. O compartilhamento de informações pessoais em atividades de inteligência observará o disposto em legislação específica e os parâmetros fixados no julgamento da ADI 6.529, Rel. Min. Cármen Lúcia, quais sejam: <u>(i)</u> adoção de medidas proporcionais e estritamente necessárias ao atendimento do interesse público; <u>(ii)</u> instauração de procedimento administrativo formal, acompanhado de prévia e exaustiva motivação, para permitir o controle de legalidade pelo Poder Judiciário; <u>(iii)</u> utilização de sistemas eletrônicos de segurança e de registro de acesso, inclusive para efeito de responsabilização em caso de abuso; e <u>(iv)</u> observância dos princípios gerais de proteção e dos direitos do titular previstos na LGPD, no que for compatível com o exercício dessa função estatal.

• 5. O tratamento de dados pessoais promovido por órgãos públicos ao arrepio dos parâmetros legais e constitucionais importará a responsabilidade civil do Estado pelos danos suportados pelos particulares, na forma dos arts. 42 e seguintes da Lei 13.709/2018, associada ao exercício do direito de regresso contra os servidores e agentes políticos responsáveis pelo ato ilícito, em caso de culpa ou dolo.

• 1. A transgressão dolosa ao dever de publicidade estabelecido no art. 23, inciso I, da LGPD, fora das hipóteses constitucionais de sigilo, importará a responsabilização do agente estatal por ato de improbidade administrativa, nos termos do art. 11, inciso IV, da Lei 8.429/1992, sem prejuízo da aplicação das sanções disciplinares previstas nos estatutos dos servidores públicos federais, municipais e estaduais.”

• Por fim, o Tribunal declarou, com efeito pro futuro, a inconstitucionalidade do art. 22 do Decreto 10.046/2019, preservando a atual estrutura do Comitê Central de Governança de Dados pelo prazo de 60 (sessenta) dias, a contar da data de publicação da ata de julgamento, a fim de garantir ao Chefe do Poder Executivo prazo hábil para (i) atribuir ao órgão um perfil independente e plural, aberto à participação efetiva de representantes de outras instituições democráticas; e (ii) conferir aos seus integrantes garantias mínimas contra influências indevidas. Vencidos, parcialmente e nos termos de seus respectivos votos, os Ministros André Mendonça, Nunes Marques e Edson Fachin.

(1) Precedente citado: ADI 6.387 Ref-MC.

Legislação: Lei 13.709/2018 Decreto 10.046/2019

Precedentes: ADI 6.387 Ref-MC

Observação: Julgamento em conjunto: ADI 6649/DF e ADPF 695/DF (relator Min. Gilmar Mendes)

• Informativo 1033
• ADI 6529 / DF
• Órgão julgador: Tribunal Pleno
• Relator(a): Min. CÁRMEN LÚCIA
• Julgamento: 08/10/2021 (Virtual)
• Ramo do Direito: Constitucional, Administrativo
• Matéria: Proteção à intimidade e sigilo de dados; Atividade de inteligência

Fornecimento de dados à Agência Brasileira de Inteligência (ABIN) e controle judicial de legalidade

Resumo - Os órgãos componentes do Sistema Brasileiro de Inteligência somente podem fornecer dados e conhecimentos específicos à ABIN quando comprovado o interesse público da medida.

• Toda e qualquer decisão de fornecimento desses dados deverá ser devida e formalmente motivada para eventual controle de legalidade pelo Poder Judiciário.

• Os órgãos componentes do Sistema Brasileiro de Inteligência somente podem fornecer dados e conhecimentos específicos à ABIN quando comprovado o interesse público da medida.

• Os mecanismos legais de compartilhamento de dados e informações previstos no parágrafo único do art. 4º da Lei 9.883/1999 (1) são previstos para abrigar o interesse público. O compartilhamento de dados e de conhecimentos específicos que visem ao interesse privado do órgão ou de agente público não é juridicamente admitido, caracterizando-se desvio de finalidade e abuso de direito.

• O fornecimento de informações entre órgãos públicos para a defesa das instituições e dos interesses nacionais é ato legítimo. É proibido, no entanto, que essas finalidades se tornem subterfúgios para atendimento ou benefício de interesses particulares ou pessoais.

• Toda e qualquer decisão de fornecimento desses dados deverá ser devida e formalmente motivada para eventual controle de legalidade pelo Poder Judiciário.

• Cabe destacar que a natureza da atividade de inteligência, que eventualmente se desenvolve em regime de sigilo ou de restrição de publicidade, <u>não afasta a obrigação de motivação dos atos administrativos</u>. A motivação dessas solicitações mostra-se indispensável para que o Poder Judiciário, se provocado, realize o controle de legalidade, examinando sua conformidade aos princípios da proporcionalidade e da razoabilidade.

• Ademais, ainda que presentes o interesse público e a motivação, o ordenamento jurídico nacional prevê hipóteses em que se impõe a cláusula de reserva de jurisdição, ou seja, a necessidade de análise e autorização prévia do Poder Judiciário. Nessas hipóteses, tem-se, na CF, ser essencial a intervenção prévia do Estado-juiz, sem o que qualquer ação de autoridade estatal será ilegítima, ressalvada a situação de flagrante delito.

• Com base nesse entendimento, o Tribunal conheceu parcialmente da ação direta e deu interpretação conforme ao parágrafo único do art. 4º da Lei 9.883/1999 para estabelecer que:

a) os órgãos componentes do Sistema Brasileiro de Inteligência somente podem fornecer dados e conhecimentos específicos à ABIN quando comprovado o interesse público da medida, afastada qualquer possibilidade de o fornecimento desses dados atender a interesses pessoais ou privados;

b) toda e qualquer decisão de fornecimento desses dados deverá ser devida e formalmente motivada para eventual controle de legalidade pelo Poder Judiciário;

c) mesmo quando presente o interesse público, os dados referentes às comunicações telefônicas ou dados sujeitos à reserva de jurisdição não podem ser compartilhados na forma do dispositivo, em razão daquela limitação, decorrente do respeito aos direitos fundamentais;

d) nas hipóteses cabíveis de fornecimento de informações e dados à ABIN, são imprescindíveis procedimento formalmente instaurado e a existência de sistemas eletrônicos de segurança e registro de acesso, inclusive para efeito de responsabilização em caso de eventual omissão, desvio ou abuso.

(1) Lei 9.883/1999: “Art. 4o À ABIN, além do que lhe prescreve o artigo anterior, compete: (...) Parágrafo único. Os órgãos componentes do Sistema Brasileiro de Inteligência fornecerão à ABIN, nos termos e condições a serem aprovados mediante ato presidencial, para fins de integração, dados e conhecimentos específicos relacionados com a defesa das instituições e dos interesses nacionais.”

Legislação: Lei 9.883/1999, art. 4º, Parágrafo único

Consultar todos os resumos relacionados ao processo (2)

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chameleon ramps, street skating, tactical urbanism... walking

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De cellen met de meeste visits en langste duration is het meest aannemelijk dat dit attractor toestanden zijn.

(Ostatnia linia obrony przed cart abandonment) Umieszczenie kluczowe: BLISKO CTA BUTTON

Dlaczego 4.8, a nie 5.0? Rzeczywistość = bardziej wiarygodne Review snippets - wyciąg najlepszych 3-5 opinii • Pełne imię i miasto • Fragment tekstu (2-3 linijki) • Verified purchase badge • Data (względna, np. “2 tygodnie temu”) User-generated content (UGC photos) Sekcja: “Jak faktycznie wyglądają? Patrz, jak noszą je nasi klienci” Photos z hashtagu lub wygrane z konkursu - buduje emocjonalne zaufanie

1. TECHNICAL SPECIFICATIONS (Zmniejszenie ryzyko zwrotu

1. PRIMARY CTA - CALL-TO-ACTION (Konwersja)

Button design

• Text: “Kupię teraz” (nie “Submit”, nie “Kup”)
• Color: High contrast na tłem (np. zielony na białym, ciemny na jasnym)
• Size: Duży - minimum 50px wysokość
• Position: Sticky na mobile (zawsze widoczny)
• Feedback: Zaraz jak kliknę, button pokazuje “Adding…” + zmienia się na “In cart ✓”

Drugi CTA (optional but recommended)

“+ DODAJ DO LISTY ŻYCZEŃ” (heart icon) - nie odwraca flow, ale buduje retargeting list

Wariacje produktu - MUSZĄ być dla optyki

Ważne: Gdy klient zmienia wariancję, główne zdjęcie powinno się automatycznie zmienić

PRICE SECTION (Psychologia decyzji cenowej)

Format rabatu - ANCHOR EFFECT ❌ “499 PLN”
 ✅ “Była: 699 PLN → Teraz: 499 PLN (-29%)” lub “ZAOSZCZĘDZISZ: 200 PLN”

Psychologia: Klienci widzą “oszczędność”, nie “cena jest niska”

Visual badge “Top seller” lub “Expert choice” lub “New arrival” - jednorazowo widoczne

Short overview (50-80 słów, benefit-focused) ❌ “Frame material: TAC. Lens type: Polarized. Weight: 15g. Fit: Regular.”
 ✅ “Lekkie, polaryzacyjne okulary w ikonicznym stylu retro. Chronią oczy 100% UV. Idealne do codziennego noszenia - nie będziesz czuł zmęczenia nawet po 8 godzinach pracy przy komputerze. Włoskie materiały, trwają lata.”

Dlaczego druga? Odpowiada na pytanie: “Co dla mnie robią?” (emocja + logika)

Fakty: • 75% konsumentów bazuje decyzję na zdjęciach • Lifestyle photos zwiększają konwersję o 25-50% • Bez lifestyle photos: “To jest produkt”, z lifestyle photos: “To mogę być ja” Co musi być w galerii (minimum):

PRODUCT TITLE & OVERVIEW (Emocjonalna i logiczna perswazja)

Product title (nie jest to “Okulary”)

❌ “Wayfarer Sunglasses Black”
 ✅ “Ray-Ban Wayfarer 2140 Polarized UV Protection - Classic Black”

Dlaczego druga? Keywords dla SEO + jasne benefits

1. ABOVE THE FOLD (Co widać bez scrollowania) - SEKCJA NAJKRYTYCZNIEJSZA To first 3-5 sekund na stronie. Jeśli tu klient się nie orientiuje, bounce rate = 50%. Musi być widoczne (bez scrollowania):

for - climate crisis - YouTube - coral reef planetary boundary exceeded

summary - breached first planetary boundary - coral reefs - referred to a book about climate psychology worth checking out - also referred to a game called planet crafter and a biodiversity group called planet wild

for - planetary boundary - biodiversity loss - planet wild

for - climate crisis - game - planet crafter - why not craft a game for collective action?

for - climate crisis - unhelpful binary - tell the right story

for - hyperobject - climate change - book - Don't even think about it - George Marshall - why our brains are uniquely wired to ignore climate crisis

for - youtube - MSNBC - book - 1929 - Great Depression - book - 1929

summary - A panel discussion about the parallels between the Great Depression of 1929 and the AI bubble today

According to Damon Linker, lecturer at U of PA, and Au/substack: Notes From Middleground

1. ABOVE THE FOLD (Co widać bez scrollowania) - SEKCJA NAJKRYTYCZNIEJSZA To first 3-5 sekund na stronie. Jeśli tu klient się nie orientiuje, bounce rate = 50%. Musi być widoczne (bez scrollowania):

PRODUCT TITLE & OVERVIEW (Emocjonalna i logiczna perswazja)

Product title (nie jest to “Okulary”)

❌ “Wayfarer Sunglasses Black”
 ✅ “Ray-Ban Wayfarer 2140 Polarized UV Protection - Classic Black”

Dlaczego druga? Keywords dla SEO + jasne benefits

As I have emphasized!

j'ai bien recu, voici mon code

il n'y a que utf-8?

peut on ajouter là les autres langues dans le cas où le site est dans plusieurs langues?

for - to - youtube - Tucker Carlson - Trump regime change in Venezuela - false pretense - fighting drug problem - https://hyp.is/s-qthLcIEfCyey-n6NKEKw/www.youtube.com/watch?v=_Pc4xNqa9NM

for - youtube - Tucker Carlson - Trump regime change in Venezuela - false pretense - fighting drug problem - from - youtube - The Young Turks - Trump regime change in Venezuela - false pretence - fighting drug problem -

for - adjacency - crony capitalism - drug addiction

for - drug addiction - intimate relationship with drugs

for - drug addiction - almost impossible to do it alone

测试

Capitol Centre, being located in downtown North Bay, allows its location to facilitate collaboration with local businesses and shops.

As one of its legal aspects, it is important how they equally protect the privacy of their consumers and, in general, follow the appropriate policies.

It highlights points about their commitment to the community, thinking beyond just themselves, such as its well-being and cultural and social development, because unlike other businesses, it does not seek to profit from them.

Non-profit model with community support, allowing the place to rely on donations, volunteers, and sponsors, involving a strong connection with the local area and keeping it running.

Here it is shown how Capitol Centre has grown over the years, adapting to changes, improvements, and innovations without losing its main objective while enriching the community.

DOI: 10.5607/en20028

Resource: Bloomington Drosophila Stock Center (RRID:SCR_006457)

Curator: @bdscstockkeepers

SciCrunch record: RRID:SCR_006457

What is this?

DOI: 10.3390/toxins17100509

Resource: (Thermo Fisher Scientific Cat# A-11037, RRID:AB_2534095)

Curator: @evieth

SciCrunch record: RRID:AB_2534095

What is this?