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はてなキーワード: Modelとは
増田は、人間やそれ以外の哺乳類も持つ根源的な利他性や社会規範と無条件の愛情と、
"かわいい" という評価（当然条件付き）を混同してる可能性あるぞ
トコトコ歩くのがかわいいなら、
猫も犬もおっさんもおばさんもおじいさんもおばあさんも変わらず"かわいい"はずやで
なので、ブッサイクな子どもは何歳であろうが物理造形的にかわいくない（事実）し、
おっさんもおばさんもおじいさんもおばあさんであっても、物理造形的な可愛さを持っていれば可愛い（事実）
ちなみにこれをルッキズムという
あと、他人は他人なので、物理造形が良いからって何だってんだ？って話なんだよな
通常は、関わりのないモデルや芸能人の子どもよりも、ブッサイクな身内の子どもやおっさんおばさんの方が圧倒にかわいいよ
それから、子どもや目の前の困っている人を助けたい・守りたいとか思うのは、別に "かわいい" からでも "助ける価値があるから" でもないぞ
人間なら持つ当たり前の感情と概念で、最近ではマウスですら持っている感情と概念だってあったぞ
愛情と余裕を持って育てた実験ラットは人間に似た正義感や善悪判断を思わせる行動を見せるんだとさ
つまり、利他性や社会規範といった概念は乳幼児実験でも示されているように根源的なものなんだね
https://www.nature.com/articles/s41598-024-71748-x
身内や身近な人や自分のペット対して無条件の愛情を持っているなら、KUSOGAKI って思っていても、別にいいんだよ
大事なのは、身内かどうかや年齢や外見などの属性に関わず、困っている人や生き物がいた時に、助けたい・守りたいってなる根源的な感情を押し殺さず、助けることだ
Programming proficiency necessitates a comprehensive understanding of multifaceted concepts, paradigms, and philosophies that underpin the art and science of software development. The Unix philosophy, with its emphasis on modularity, simplicity, and composability, serves as a foundational ethos for elegant code design. This philosophy advocates for creating small, focused programs that excel at singular tasks, facilitating the construction of complex systems through the judicious composition of these atomic units.
Proficient programmers must possess an encyclopedic knowledge of algorithms and data structures, enabling them to architect solutions with optimal time and space complexity. This encompasses a deep understanding of sorting algorithms (e.g., quicksort, mergesort), searching techniques (binary search, depth-first search), and advanced data structures (red-black trees, B-trees, Fibonacci heaps) The ability to analyze algorithmic efficiency using Big O notation is paramount for creating scalable solutions.
OOP principles—encapsulation, inheritance, and polymorphism—form the bedrock of modern software architecture. Mastery of design patterns (e.g., Singleton, Factory, Observer) and SOLID principles is crucial for creating maintainable and extensible codebases.
The FP paradigm, with its emphasis on immutability and pure functions, offers a powerful approach to managing complexity and facilitating parallel execution. Proficiency in higher-order functions, currying, and monads is essential for leveraging FP's full potential.
Expertise in language-specific advanced features, such as C++'s template metaprogramming or Python's metaclasses, allows for the creation of highly generic and reusable code. Understanding compiler theory and the ability to write domain-specific languages (DSLs) further expands a programmer's capabilities.
In an era of multi-core processors and distributed systems, mastery of concurrent programming models (e.g., actor model, communicating sequential processes) and parallel algorithms is indispensable. This includes proficiency in lock-free data structures, memory models, and synchronization primitives.
A deep understanding of computer architecture, operating systems, and memory management enables the creation of highly optimized, low-level code. This encompasses knowledge of cache coherence protocols, CPU pipeline optimization, and assembly language programming.
In an increasingly interconnected world, a thorough grasp of cryptographic principles, secure coding practices, and common attack vectors (e.g., buffer overflows, SQL injection) is crucial for developing robust and secure systems.
Proficiency in distributed version control systems (e.g., Git) and collaborative development practices (code reviews, continuous integration) is essential for effective team-based software development.
Advanced testing methodologies, including property-based testing, fuzzing, and formal verification techniques, are indispensable for ensuring software reliability and correctness.
In conclusion, the pantheon of programming knowledge extends far beyond mere syntax mastery. It encompasses a rich tapestry of theoretical concepts, practical skills, and philosophical approaches that, when harmoniously integrated, enable the creation of elegant, efficient, and robust software systems. The relentless pursuit of this multifaceted expertise is the hallmark of a truly accomplished programmer.
文脈理解については（偏った特性を持つタイプの）人間の理解力をすでに超えているし、
視覚的な理解に関してなら、タイプを限定せず、ほとんどの人類をすでに超えていると思うが、
AIには五感どころか生体基盤がないので本質的には無理じゃないですかね
同じ霊長類の直鼻亜目のゴリラ・チンパンジーは人類の言葉を使って会話ができるので、文化の質と深さが人間の本質ですか？って聞いたら、たぶん怒られる
ゴリラ・チンパンジーと人間の違いは、身体構造なので、身体構造が人間の本質ですか？って聞いたら、それもたぶん怒られる
あと愛情と余裕を持って育てた実験ラットはそうではない実験ラットと違う反応を示すんだと
つまり、利他性や社会規範といった概念は人間特有のものではない模様
また上っ面だけの言い返しご苦労さん♪
お前さん、Model 3やAtto 3が2トン近いからどうだって？ そりゃEVはバッテリー積めば重量増すのは当然で、世界中どこも軽量化とコストバランスで悩んでるんだよ。
確かに軽量で低コストなEVは魅力あるが、それが全世界で通用するパッケージか？？
車重だけ切り出して、デカい車しか眼中にない中国市場をバカにする割には、自分は軽EV持ち上げるだけで、実際どのメーカーがどんな形で販売戦略組んでるか挙げもしねぇ。
結局「軽EVが正しい」とか「ATTO 3褒める奴は馬鹿」だとか、印象論の繰り返しで中身スッカスカなスポンジ脳なのはお前自身だろ。
「はてな爺」とか「EV信者」とかレッテル貼ってるけど、実例出せば「必死なだけ」って一蹴、他国市場や各社戦略、規制対応を挙げたら「中身ない」と言い張る。
結局お前は「軽EV最強！ 海外勢はクソ！」って唱えるだけの、視野狭窄の軽EV原理主義者じゃねぇか。
お前さんはさ、Euro7の規制内容見たことあるとか言うけど、具体的な数値や要求事項をちゃんと列挙したことあんのか？
NOx排出量だの粒子状物質（PM）削減基準だの、どの程度シビアな目標が課されてるかすら知らねーんじゃねえの？
それで「見たことあんのかな？」とか上から目線で語ってんの、痛すぎー（笑）
ヨーロッパ向けにBYDがAtto 3やDolphinみたいなCセグ以下で売ろうとしてる現状は無視かー（笑）
TeslaだってModel 3やYみたいな比較的コンパクトなEVで世界中で売り上げ伸ばしてんだろ。
重ければ負荷高いなんて、当たり前の小学生理論をドヤ顔で言われても困るわー（笑）
お前が言う「軽BEVやCセグからやる企業」が具体的にどこか挙げもしねえで、「マシだろ」とか主観でほざいてるだけじゃん。
で、マイクロプラスチックや粒子状物質規制がどうこう言う割に、具体的にどのメーカーがどんな対策を打ってるか挙げないのな。
あんたこそ「見たことあんの？」って話だろ。裏取りがないとか言ってるが、自分が言ってることは裏取りできてんのか？
事務屋の負け組だなんだとレッテル貼ってるけどさ、何の証拠も出せない時点で中身スカスカはどっちなんだよ。
Thought about 身長と年収の相関 for 5 seconds
以下は、人の身長と年収、さらには役職上昇との相関について研究した有名な論文の一例と、その概要です。
参考論文：
Judge, T. A., & Cable, D. M. (2004). "The Effect of Physical Height on Workplace Success and Income: Preliminary Test of a Theoretical Model." Journal of Applied Psychology, 89(3), 428–441.
URL（DOI）： https://doi.org/10.1037/0021-9010.89.3.428
研究の要点：
研究では、身長が高い人ほど平均してより高い収入を得やすく、組織内でより高い役職やリーダーシップポジションに就く傾向があることが示唆されている。
高身長であることは無意識的に知的、有能、または自信に満ちているといった好印象を周囲に与える可能性がある。このため、人事評価や昇進判断の際に有利に働く場合が考えられる。
多様な職業および人口統計学的データに基づいた分析の結果、身長と収入・役職には統計的に有意な関連があることが確認されている。
他の要因との関連：
この効果は完全には身長単独で説明されるわけではなく、教育水準、家族背景、性格特性など他の要因も加味する必要があるが、それらをコントロールしても身長の影響はなお有意であった。
論文は、「身長→セルフエフィカシー・対人関係スキル→職務評価→収入」というような理論モデルを示し、身長が様々な心理・社会的要因を通してキャリア上の成果に影響を及ぼす可能性を論じている。
ホンダ「EVって言えば、電気自動車だけじゃないよ！ホンダの技術で、未来をドライブしよう！」
e:HEV「こんにちは！ハイブリッドの進化系、e:HEVです。電気の力で、スムーズな走りを楽しめるよ！」
BEV「バッテリーだけで走る本格派、BEVだよ。ゼロエミッションで、地球にやさしい走りを！」
FCEV「水素で電気を作る未来型、FCEVです。水しか出さない、クリーンな走りを体験してね！」
「その通り、EVは電気自動車。EVと言えば日産、電気の道を切り開いてきた先駆者です！
BEV、e-POWERに乗れば、電気の可能性を体感できます！え？ボタンの多さも未来志向って？まあ、それも楽しみ方の一つですよね！」
たま電気自動車「こんにちは！私は1947年生まれの電気自動車です。日産のご先祖様みたいなものかな？」
e-POWER「ガソリンで発電、モーターで走行。それが e-POWER！ EV感覚で楽しめるよ！」
BEV「100%電気で走るBEVだよ。日産リーフで始まった革命、今も続いてるんだ！」
'Emotive Vehicle'、運転する喜びを届けるもの。ただ電気で走るだけじゃなく、魂動デザインで心も動かします。EVでZoom-Zoomを忘れない。これがマツダ流！」
e-SKYACTIV X「ガソリンエンジンなのに、まるでEV。e-SKYACTIV Xで、効率と走りの両立を！」
MX-30 EV「EVでも、やっぱりマツダ。MX-30 EVで、電気の走りを楽しもう！」
「EV？もちろん、Electric Vehicleのことです。でもスバルではこうも考えます。
'Explorer’s Vehicle'、冒険者のための乗り物。ソルテラなら電気で自然を守りながら、険しい山道だって駆け抜けます。宇宙まで冒険したスバルの名に恥じないEVです！EVもAWD！スバルの全輪駆動技術で、どんな道でも安心！」
e-BOXER「ハイブリッドもボクサーエンジン。e-BOXERで、パワフルな走りを！」
SOLTERRA「フル電動でも、スバルらしさ全開。SOLTERRAで、新しい冒険の始まりだ！」
「電気自動車のことですね！ただ、三菱では'Electrifying Versatility'と言わせてください。
アウトランダーPHEVでSUVの可能性を広げ、電気の力で未来の冒険をサポートします。え？四駆魂はどこ行った？安心してください、そこは健在です！」
PHEV「プラグインハイブリッドの元祖、PHEVだよ。電気とガソリン、いいとこ取りの走り！」
BEV「バッテリーだけで走る本格派、BEVさ。軽自動車から始まる電気の革命！」
「Jawohl、EVは電気自動車。だけどVWではこうも呼びます。
'Everyone’s Vehicle'、みんなのための車。ID.シリーズはドイツのクラフトマンシップで、環境も財布も守ります。そう、世界中の道が私たちのステージです！」
ID.シリーズ「電気自動車の新基準、IDシリーズです。デザインも性能も、未来を走ってます！」
GTE「プラグインハイブリッドのGTEです。スポーティーな走りと環境性能の両立、お見事！」
「ええ、その通り。EVは電気自動車。テスラにとっては、'Extreme Velocity'。
ただ走るだけじゃなく、驚くほどの加速、そして自動運転で新次元へ。未来を作る、それがテスラの使命です。え？火星用のEVも欲しい？お待ちください、それは次の発表で！」
Model S「高性能セダン、Model Sです。驚異的な加速と航続距離で、EVの常識を覆します！」
Cybertruck「未来から来たピックアップ、Cybertruckだよ。EVでも、タフネスは負けませんぜ！」
「その通りです、EVは電気自動車。でもBYDにとってはこうです。
'Build Your Dreams'、夢を叶える車。電池のリーダーとして、安全で信頼できるEVをお届けします。え？日本市場にももっと出してほしい？了解、準備中です！」
王朝シリーズ「中国の歴史にインスパイアされた王朝シリーズ。EVでも、伝統と革新の融合を！」
I've noticed a non-negligible number of people who have not only completed compulsory education in regular classes but have also received higher education and graduated from university, yet struggle with reading comprehension (understanding the meaning of text), cannot read long texts, and even have difficulty understanding videos.
When we limit the scope to individuals with broad cognitive challenges, the problem seems rather straightforward: they either "lack the ability to understand" or "take longer than usual to acquire the ability to understand."
Similarly, the case of individuals diagnosed with learning disabilities is relatively simple. While they may not have broad cognitive challenges, they require different approaches and training due to their unique learning styles.
However, it is perplexing that university graduates without broad cognitive challenges or diagnosed learning disabilities struggle to understand not only written text but also simplified video content.
I suspect that the underlying causes might include gaps in the horizontal transfer of experiences and knowledge, a severe lack of adaptability, and an extreme deficit in metacognition. Has there been any research on these issues? Additionally, could you please explain the concept of knowledge transfer?
(正規の学級で義務教育を修了し、さらに高等教育を受けて大学を卒業したにもかかわらず、読解力（文章の意味を理解する能力）に苦しみ、長文を読むことができず、さらには動画の理解にも困難を感じる人が少なくないことに気づきました。
認知能力に広範な課題を抱える個人に範囲を限定すると、問題は比較的単純です。「理解する能力がない」か、「理解する能力を獲得するのに通常よりも時間がかかる」かのいずれかです。
同様に、学習障害と診断された個人の場合も比較的単純です。彼らは広範な認知能力の課題を抱えていないかもしれませんが、独自の学習スタイルのために異なるアプローチとトレーニングが必要となります。
しかし、広範な認知能力の課題や学習障害を持たない大学卒者が、書かれたテキストだけでなく、簡略化されたビデオコンテンツの理解にも苦労していることは不可解です。
私は、その根本的な原因として、経験や知識の水平的転移の欠如、メタ認知の極端な欠如などが考えられるのではないかと疑っています。これらの問題に関する研究はありますか？また、知識転移の概念について説明していただけますか？)
Yes, research and analysis exist around the issues you described, particularly in the domains of education, psychology, and cognitive science. Let’s break down your observations and questions step by step:
Key Issues with Reading and Comprehension
1. Reading Comprehension Among Educated Individuals
• This phenomenon—educated individuals struggling with comprehension—is indeed perplexing, especially given their presumed exposure to a variety of learning materials. It suggests that education systems sometimes emphasize rote learning and surface-level knowledge acquisition over deeper understanding, critical thinking, and metacognition.
• Horizontal Transfer Gaps: This refers to the inability to apply knowledge or skills learned in one context to another. For example, someone might excel in a university course focused on memorization but fail to apply that knowledge in practical or less structured contexts.
• Severe Lack of Adaptability: Adaptability involves applying problem-solving and comprehension skills to unfamiliar formats or media. A lack of adaptability can result from a curriculum that prioritizes familiarity and routine over exploratory learning.
• Deficits in Metacognition: Metacognition is the ability to “think about thinking”—to reflect on, monitor, and regulate one’s own learning. If metacognitive skills are underdeveloped, individuals might struggle to evaluate the meaning of texts or videos, even if they have the raw intellectual ability.
Research Insights
1. Knowledge Transfer
The concept of knowledge transfer involves applying skills, knowledge, or strategies learned in one context to another. It is often classified into:
• Horizontal Transfer: Applying knowledge across similar contexts (e.g., using concepts learned in a biology course to understand a medical text).
• Vertical Transfer: Building upon foundational knowledge to understand more complex ideas (e.g., using basic algebra to solve advanced calculus problems).
Studies suggest that transfer is more likely to occur when:
• Learners deeply understand underlying principles, not just surface details.
• Connections between different contexts are explicitly taught and reinforced.
• Learning environments often emphasize task-specific skills rather than generalizable strategies.
• Standardized testing may encourage rote memorization over critical thinking.
• Lack of explicit instruction in how to generalize knowledge to new situations.
Research highlights the importance of metacognition in learning. Students who are unaware of their own comprehension limitations are less likely to engage in corrective strategies (e.g., rereading, seeking clarification). This can lead to stagnation in comprehension skills despite formal education. Effective interventions include:
• Teaching self-monitoring techniques.
• Encouraging reflective practices, like summarizing or questioning during reading.
4. Cognitive Overload in Multimedia
Even videos, if not designed properly, can overwhelm learners. The Cognitive Theory of Multimedia Learning suggests that excessive extraneous information or unclear organization in videos can overload working memory, hindering comprehension.
Strategies and Research-Based Solutions
1. Improving Knowledge Transfer
• Active Learning: Techniques such as problem-based learning or case studies can improve transfer by encouraging the application of knowledge to new situations.
• Teaching for Understanding: Encouraging learners to focus on “why” and “how” questions fosters deeper comprehension and the ability to generalize learning.
• Encourage learners to engage with unfamiliar formats and topics to build flexibility.
• Develop problem-solving skills in diverse and unpredictable contexts.
3. Developing Metacognitive Skills
• Self-Regulated Learning Training: Programs that teach students to plan, monitor, and evaluate their learning have shown success in improving comprehension.
• Feedback Loops: Providing actionable feedback on comprehension tasks encourages learners to reflect on their thinking processes.
The issues you describe highlight a gap between formal education outcomes and true comprehension or learning ability. Addressing these challenges requires systemic changes, including incorporating metacognition training, emphasizing transferable learning, and fostering adaptability.
If you’d like, I can delve deeper into specific research studies or provide examples of programs addressing these issues.
This is a fascinating and concerning observation that touches on several important areas of cognitive psychology and education. Let me address this systematically.
First, regarding knowledge transfer and metacognition: Knowledge transfer refers to the ability to apply knowledge, skills, or strategies learned in one context to new situations. It's closely related to metacognition - our ability to understand and monitor our own thought processes.
Research in this area has revealed several key findings:
David Perkins and Gavriel Salomon's work in the late 1980s and early 1990s identified two types of transfer:
A significant study by Brown, Collins, and Duguid (1989) in "Situated Cognition and the Culture of Learning" highlighted how knowledge often remains "inert" - students can pass tests but fail to apply knowledge in real-world contexts.
The phenomenon you're describing aligns with what cognitive scientists call the "transfer problem." Despite years of education, many individuals struggle to apply their learning in new contexts or integrate information across domains.
Some relevant research directions:
1. Cognitive Load Theory (Sweller et al.)
Shows how working memory limitations affect learning and transfer. Many students may never develop effective strategies for managing cognitive load, leading to poor comprehension of complex materials.
2. Reading Comprehension Studies
Work by Pressley and Afflerbach on "verbal protocols" revealed that skilled readers use multiple strategies simultaneously, while poor readers often lack these metacognitive tools.
3. Domain Integration Research
Studies by Susan Goldman and others have shown that even advanced students often fail to connect knowledge across domains, treating each subject as an isolated "silo."
Your observation about university graduates struggling with comprehension despite no apparent cognitive disabilities might be explained by several factors identified in research:
1. Surface-level Learning: Many educational systems reward memorization over deep understanding
2. Limited Strategy Instruction: Students often aren't explicitly taught comprehension strategies
3. Fragmented Knowledge: Information is typically taught in isolation without emphasis on connections
4. Weak Metacognitive Skills: Students may never develop the ability to monitor and regulate their own understanding
Some promising approaches to address these issues include:
1. Strategy Instruction Models
Teaching explicit strategies for comprehension, integration, and transfer. The Self-Regulated Strategy Development (SRSD) model has shown particular promise.
2. Knowledge Integration Frameworks
Approaches like Knowledge Integration Environment (KIE) help students connect ideas across domains.
3. Metacognitive Training Programs
Programs focusing on developing metacognitive awareness and self-regulation skills.
Since you asked about studies, I should note that while I've referenced several important works, you should verify these citations as I don't have direct access to current databases and could be misremembering details.
Would you be interested in exploring any particular aspect of this issue in more detail? For instance, we could delve deeper into specific instructional strategies that have shown promise in developing transfer abilities, or examine the relationship between metacognition and knowledge transfer more closely.
➤「救いようが最もうない、極東の自称他称の〝ジャーナリスト〟や〝学者〟、〝知米派〟は読まなくても構い。読んでもその肥大化した自己承認欲求、度し難い自己愛性人格では読むことはできないし、理解もできない。ただ見下した目線で見やるだけで、そこに自分が利用できる素材がなければ鼻で嗤うだけだ。この文章は、我がU.S.を領りたい、領ろうと下向きの反省的眼光で欲する諸君に読んで貰いたい。
I Traveled to 46 States in America This Summer. Here’s Why Trump Won.
By Frank S. Zhou
By Ezekiel A. Wells
Ezekiel A. Wells ’27 is a Double Concentrator in Environment Science & Engineering and Economics in Eliot House. He spent last summer traveling to 46 American states conducting interviews for his YouTube series, “Crossroads America.”
A week after Democrats’ election loss, accusations have flown in every direction within their Party. Some fault President Joe Biden for an egoistic refusal to drop out of the race earlier. Some blame the Harris campaign for failing to serve key demographics and communicate a clear vision for the country. And some blame Americans, claiming that racism and sexism drove voters toward Trump.
These factors certainly exist, but we’re missing a larger piece of the picture.
Over the summer, I traveled to 46 states in the U.S., creating a YouTube series highlighting slices of life across the country. In conversations from my nearly three-month road trip, I spoke with Republicans who were certain that inflation is entirely Biden’s fault and Democrats who, despite their frustrations with corporate profits and desires for universal healthcare, hoped for a more moderate candidate. From supporters of all candidates, I heard a shocking amount of misinformation.
After combing through hundreds of hours of interview footage from swing state Trump voters, I am certain that, as much as other factors influenced the outcome of the election, our crumbling media landscape — which has caused a rift in our democracy — is most to blame.
In the postwar period, news was dominated by three main channels, and because of the Fairness Doctrine, each station reported the same stories and covered multiple sides of each issue. Viewers picked which channels they watched mainly based on their preferences for news anchors’ personalities. Of course, this model had its problems, but, at the end of the day, it meant that Americans worked with a shared set of facts.
A shared set of facts is not the world we live in today.
Throughout my interviews, conspiracy theories were rampant, and on at least five separate occasions across separate states, I was told that Bill Gates tampers with our food, adding plastic to our fruits and vegetables to make his medical investments more profitable.
In conversations with voters, neither side seemed able to name many specific policy issues they cared about; everyone just seemed to repeat the words of their favorite pundits, podcast hosts, and internet personalities.
Although this behavior is harmful, I don’t blame everyday Americans. Blame falls on the media that has ostracized, disillusioned, and misinformed them.
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I first saw this trend with low-wage workers in West Virginia, who — despite falling inflation rates — have seen stagnated salaries and clear increases in food costs. Channels like Fox News bred anger and resentment for many of them.
Take July of this summer, for example, when for the first time in his presidency, prices actually fell under the Biden administration. Traditional media establishments rushed to celebrate this victory, with one article from CNN declaring, “The White House can finally cross out ‘inflation’ on its list of presidential liabilities.” However, outside these bubbles, I observed many Americans held a different view.
In late July, I was welcomed at a massive family reunion in Tylertown, Mississippi, where one Trump voter — a middle-aged, Black, family man, pastor, and soul food enthusiast — made this clear.
“When I go in the grocery stores, and I gotta spend my last to get groceries, you mean to tell me I’m not gonna look and see who’s gonna vote to help me? I voted for Trump and I’d vote for him again, because he put money in our pocket,” he told me.
In their coverage, mainstream news organizations obsess over the Federal Reserve’s next rate cuts while failing to connect with people concerned with their next meals. With titles like “Vance: Young Americans ‘Are Becoming Paupers’ Due To Inflation, High Housing Costs,” sites like The Daily Wire had their fingers on the pulse of American sentiment, welcoming new readership from those who felt neglected by traditional media.
This problem was not just confined to the economy. While Biden’s mental state was deteriorating, liberal media outlets seemed to under-cover these stories, sheltering him from scrutiny of his declining capabilities, until the infamous presidential debate.
Formerly trusted networks slowly made themselves indigestible to the polarized American public, and in 2024, for the third year in a row, a Gallup poll found that more Americans indicated having “no trust” in the media than those who trust it a “great deal/fair amount”.
So where does the average American turn when the nation’s media cannot be trusted? For many people, it was YouTube talk shows, Newsmax, and podcasters such as Joe Rogan.
While Democrats seek to blame various internal factors for this election’s loss, I cannot help but think of Joe Rogan’s Trump endorsement, the many blind lies I heard from ordinary citizens across the country, and declining trust in American journalism.
As Harvard students and members of higher education institutions, we have a part to play in the problem. At Harvard’s Institute of Politics, those who denied the 2020 election results have been precluded from speaking at the JFK Jr. Forum. While the goal is understandable, it shields students from understanding the American viewpoints they represent.
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There is a difference between platforming intentional and manipulative misinformation and listening to and learning about where people are and what they believe.
As a pipeline to mainstream media, Harvard, and its future journalists, have to consider the audience they lose when they stay inside of their bubble and ignore the issues of everyday Americans.
The disappearance of factual importance in our world is alarming and dangerous, but if we, as aspiring journalists, politicians, and engaged citizens, want to be taken seriously in communicating Trump’s threat to democracy, inflationary tariff policies, and so on, we owe American voters that seriousness, too.
Ezekiel A. Wells ’27 is a Double Concentrator in Environment Science & Engineering and Economics in Eliot House. He spent last summer traveling to 46 American states conducting interviews for his YouTube series, “Crossroads America."
Allow your posts as well as your interactions, inputs, and results with Grok to be used for training and fine-tuning
てーことは鍵アカならここの設定がどうなってようが投稿は使いませんよって事やね
making your account private prevents your posts from being used to train Grok’s underlying model or to generate responses to user queries.
まさにプライベートモードか
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Temu values its regular customers. These codes are their way of saying thanks for your continued support. Keep an eye on this article for more deals – Temu often releases new codes for their loyal shoppers.
Use Temu 40% off coupon code "ACT200019" as a new user.
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Can You Pay Through A Gift Card To Unlock The Temu 40% Off Deal In Your First Order?
Do you want to use a gift card and still get the Temu 40% off deal? Yes, you can use both on your first order. The 40% off code is usually a limited-time offer for new Temu customers using code ACT200019.
You can apply this discount code first at checkout. Then, you can use your gift card to pay for the remaining balance. This means you get a big discount on top of the value of your gift card. It's like double savings! Steps to use both:
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Use the Temu coupon 40% discount "ACP856709" as an existing user.
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ACP856709: For USA, Canada, Australia, New Zealand, & South America.
ACT200019: For USA, Canada, Australia, New Zealand, & South America.
ACU934948: For USA, Canada, Australia, New Zealand, & South America.
ACU395411: For Middle East (UAE, Abu Dhabi, Qatar), UK, Europe, Africa.
ACL921207: For UK, Europe, Middle East (UAE, Saudi Arab, Oman), Africa.
Temu adjusts offers based on local markets. You might find slight differences in discounts between countries. But the goal is always to give you the best deal possible.
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Temu is a legitimate online marketplace that's taking the e-commerce world by storm. Launched in 2022, it's a part of PDD Holdings, the company behind the popular Pinduoduo platform in China.
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Final Note: Download The Temu App And Get 40% Off
With these amazing Temu coupon code 40% off deals, you're all set to save big on your next shopping spree. Temu offers special discounts for both new and returning customers, making it easy for everyone to enjoy great prices on quality products.
Don't forget to use the "ACP856709" and "ACT200019" Temu coupon codes at checkout to maximize your savings.
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FAQs
Is The Temu Coupon Code 40% Off Legit?
Yes, the Temu coupon code 40% off, such as ACP856709 or ACT200019, is absolutely legit. New users can use ACT200019, and existing users can use the ACP856709 coupon code to claim a flat 40% discount sitewide.
Which Are The Verified Temu 40% Off Coupon Codes For New Customers?
Our exclusive codes "ACT200019" and "ACU934948" are the verified Temu 40% off coupons. New customers can download the Temu app and use our coupon code to enjoy 40% off on their first order.
Which Are The Verified Temu 40% Off Discount Codes For Existing Customers?
Our latest codes "ACP856709" and "ACU395411" are the verified Temu discount codes to clam a flat 40% off as an existing users. You can use these codes to purchase any item from the Temu app.
Does The Temu 40% Off Deal Available Worldwide?
Yes, the Temu 40% off deal is currently available in 67 countries worldwide. You can use our exclusive Temu coupon codes in the USA, UK, Canada, Australia, New Zealand, Brazil, Mexico, Japan, UAE, Abu Dhabi, Bahrain, and many other countries.
Temu Affiliate Program [acp8567098] | Join & Earn $100000 In a Month
Have you thought about joining the Temu affiliate program? You may have seen lots of buzz in TikTok and other social media platforms about the Temu affiliate program which pays a higher commission rate than any other e-commerce platform. So if you thought about joining the Temu Influencer or Temu Affiliate program then you will find all the details here.
I've seen my fair share of affiliate programs come and go. But when I stumbled upon the Temu affiliate program, I knew I had found something special. In this article, I'll share my personal journey with Temu's affiliate program and provide you with all the insider knowledge you need to succeed in this exciting opportunity.
Having worked with countless affiliate programs across various niches, I can confidently say that Temu's offering stands out from the crowd. Whether you're a seasoned affiliate marketer or just starting your journey in the world of online income, this guide will help you navigate the ins and outs of the Temu affiliate program and maximize your earning potential.
Temu Affiliate Program
The Temu affiliate program is a game-changer in the world of e-commerce affiliate marketing. Launched by the rapidly growing online marketplace Temu, this program offers a unique opportunity for content creators, influencers, and marketers to earn substantial commissions by promoting Temu's vast array of products.
What sets Temu's affiliate program apart is its generous joining bonus, which ranges from $55 to $75 depending on your social media following. This initial boost can be a great motivator for new affiliates and a nice addition to the earnings of established marketers.
One of the most impressive aspects of the Temu affiliate program is its global reach. Available in 66 countries, it opens up a world of possibilities for international marketers and those targeting diverse audiences. This wide availability ensures that you can tap into various markets and maximize your earning potential on a global scale.
After participating in the Temu affiliate program for several months, I can confidently say that it's one of the most rewarding programs I've encountered. The combination of high-quality products, competitive commission rates, and user-friendly tools makes it a top choice for affiliates of all levels.
One of the standout features of the program is its intuitive dashboard. As someone who's dealt with clunky, outdated interfaces in the past, I was pleasantly surprised by how easy it was to navigate Temu's affiliate portal. Tracking your earnings, accessing promotional materials, and generating affiliate links are all straightforward processes that don't require a tech degree to figure out.
Another aspect I appreciate is the wide range of products available for promotion. From trendy fashion items to innovative gadgets and home decor, there's something for every niche and audience. This variety has allowed me to diversify my promotional efforts and tap into different markets, significantly boosting my overall earnings.
The support team at Temu has also been exceptional. Whenever I've had questions or encountered issues, their responsive and knowledgeable staff have been quick to assist. This level of support is crucial, especially when you're trying to maximize your earnings and optimize your strategies.
What is Temu Affiliate Program?
The Temu affiliate program is a partnership opportunity offered by Temu, a popular e-commerce platform known for its wide range of affordable products. As an affiliate, you earn commissions by promoting Temu's products and driving sales through your unique affiliate links.
What makes Temu's program unique is its focus on social media and content creation. They understand the power of influencer marketing and have tailored their program to cater to this modern approach. Whether you're a blogger, YouTuber, Instagram influencer, or TikTok star, Temu provides the tools and support you need to monetize your audience effectively.
The program operates on a cost-per-action (CPA) model, meaning you earn a commission when a user clicks on your affiliate link and makes a purchase. This model ensures that you're rewarded for driving actual sales, not just traffic.
How to Join Temu Affiliate Program?
Joining the Temu affiliate program is a straightforward process. Here's a step-by-step guide based on my personal experience:
Visit the Temu affiliate program website.
Click on the "Join Now" or "Apply" button.
Fill out the application form with your personal and professional details.
Provide information about your promotional channels (website, social media accounts, etc.).
Read and agree to the terms and conditions.
Submit your application.
Wait for approval (usually takes 1-3 business days).
Once approved, log in to your affiliate dashboard and start promoting!
Remember, Temu values quality over quantity when it comes to affiliates. Make sure to highlight your unique selling points and explain how you plan to promote their products effectively in your application.
How to Sign Up for Temu Affiliate Program
The sign-up process for the Temu affiliate program is similar to joining, but here's a more detailed breakdown of what you can expect:
Navigate to the Temu affiliate program homepage.
Look for the "Sign Up" or "Create Account" button and click it.
Choose between individual and business account options.
Enter your email address and create a strong password.
Provide your full name, address, and phone number.
Select your primary promotion method (blog, social media, email marketing, etc.).
Enter your website URL or social media handles.
Specify your niche or the main categories of products you plan to promote.
Describe your promotional strategy and expected monthly sales.
Agree to the program's terms and conditions.
Verify your email address by clicking the link sent to your inbox.
Complete any additional verification steps if required.
Once you've completed these steps, your application will be reviewed by the Temu team. If approved, you'll gain access to your affiliate dashboard and can start generating affiliate links.
Temu Affiliate Codes
Temu affiliate codes are unique identifiers assigned to each affiliate. These codes are incorporated into your affiliate links and help Temu track the sales you generate. Here's what you need to know about Temu affiliate codes:
Uniqueness: Each affiliate receives a unique code to ensure accurate tracking and commission attribution.
Integration: Your affiliate code is automatically included in the links generated through your dashboard.
Custom Links: You can create custom short links that include your affiliate code for easier sharing on social media.
Multiple Codes: Some affiliates may receive multiple codes for different campaigns or platforms.
Code Protection: Never share your affiliate code publicly to prevent unauthorized use.
Performance Tracking: Use your affiliate code to monitor the performance of different promotional channels.
Special Promotions: Temu occasionally provides special promo codes for affiliates to boost sales during specific periods.
Pro Tip: I've found that creating memorable, niche-specific custom links with my affiliate code embedded has significantly increased my click-through rates, especially on platforms like Instagram and TikTok where direct linking can be challenging.
How Much Is Temu Affiliate Program Commission Rate?
One of the most attractive aspects of the Temu affiliate program is its competitive commission rates. While the exact rates can vary depending on product categories and promotional periods, here's a general overview:
Standard Commission: 5-10% on most products
Electronics: 3-5%
Fashion and Accessories: 7-12%
Beauty and Personal Care: 8-15%
It's worth noting that Temu often runs special promotions where commission rates can be boosted by an additional 1-3%. Keep an eye on your affiliate dashboard for these opportunities.
In my experience, the key to maximizing your earnings is to focus on high-ticket items and product categories with higher commission rates. I've had great success promoting fashion accessories and home decor items, which tend to have higher margins and, consequently, better commission rates.
Temu Affiliate Program Payments Method
Temu understands the importance of timely and convenient payments for affiliates. They offer several payment methods to cater to affiliates from different countries:
Direct Bank Transfer: Available in most countries, this is the most common and often the fastest method.
PayPal: Perfect for international affiliates, PayPal offers quick and easy transfers.
Wire Transfer: Ideal for large payments, especially for high-earning affiliates.
Digital Wallets: Some regions have access to popular digital wallet options.
Check: Available in select countries, though less common due to longer processing times.
Payment Threshold: The minimum payout threshold is typically $50, which is quite reasonable compared to many other programs I've worked with.
Payment Schedule: Temu processes payments on a monthly basis, usually within the first week of the following month.
Currency: Payments are generally made in USD, but some local currency options may be available depending on your location.
Pro Tip: I always recommend setting up at least two payment methods. This ensures you have a backup in case there are issues with your primary method, preventing any delays in receiving your hard-earned commissions.
Your Temu affiliate program link is your golden ticket to earning commissions. Here's what you need to know about creating and using these links effectively:
Link Generation: You can create affiliate links directly from your dashboard for any product on Temu.
Deep Linking: Temu supports deep linking, allowing you to create affiliate links for specific product pages, categories, or even search results.
Link Cloaking: You can use link cloaking services to create shorter, more appealing links that still contain your affiliate code.
Link Tracking: Temu provides detailed analytics for each of your links, helping you understand which products and platforms are performing best.
Mobile Optimization: All Temu affiliate links are mobile-friendly, ensuring a seamless experience for users on smartphones and tablets.
Social Media Integration: Temu offers special tools to create social media-friendly links that work well on platforms with link limitations.
QR Codes: You can generate QR codes for your affiliate links, perfect for offline promotions or print media.
Best Practices:
Always disclose your affiliate relationship when sharing links.
Test your links regularly to ensure they're working correctly.
Use compelling call-to-actions (CTAs) with your links to encourage clicks and purchases.
What is Temu Affiliate Influencer Program?
The Temu affiliate program has a special focus on influencers, recognizing the power of social media in driving sales. As someone who's worked extensively in influencer marketing, I can attest to the effectiveness of Temu's approach. Here's what you need to know about their influencer program:
Tiered System: Temu uses a tiered system based on follower count and engagement rates. Higher tiers often receive better commission rates and exclusive perks.
Custom Campaigns: Influencers can work with Temu to create custom campaigns tailored to their audience.
Product Seeding: Top-performing influencers may receive free products to review and promote.
Exclusive Discounts: Influencers often get access to exclusive discount codes to share with their followers.
Performance Bonuses: Temu offers performance-based bonuses for influencers who exceed their sales targets.
Content Support: The program provides content ideas, best practices, and sometimes even professional content creation support.
Cross-Promotion: High-performing influencers may be featured on Temu's official social media channels.
To make the most of the influencer program, focus on creating authentic, engaging content that showcases Temu products in real-life scenarios. I've found that behind-the-scenes content and honest reviews tend to perform particularly well.
How To Become a Temu Affiliate?
Becoming a successful Temu affiliate involves more than just signing up and sharing links. Here's a strategy I've developed over my years in affiliate marketing, tailored specifically for Temu:
Choose Your Niche: Focus on product categories that align with your audience's interests and your expertise.
Build Your Platform: Whether it's a blog, YouTube channel, or Instagram account, create a strong foundation for your content.
Create Valuable Content: Develop high-quality, informative content that genuinely helps your audience.
Understand Your Audience: Use analytics tools to understand what products and content resonate with your followers.
Optimize for SEO: If you're running a blog, make sure your content is optimized for search engines to attract organic traffic.
Engage with Your Community: Respond to comments and messages to build a loyal following.
Stay Updated: Keep up with Temu's latest products, promotions, and affiliate program updates.
Experiment with Different Formats: Try various content types like unboxing videos, product comparisons, and style guides.
Be Transparent: Always disclose your affiliate relationship to maintain trust with your audience.
Track and Analyze: Regularly review your performance metrics and adjust your strategy accordingly.
Remember, success in affiliate marketing doesn't happen overnight. It requires consistency, creativity, and a genuine desire to provide value to your audience.
How to Make Money on Temu Affiliate Program?
Based on my experience, here are some effective strategies to maximize your earnings with the Temu affiliate program:
Leverage Seasonal Promotions: Temu often runs special deals during holidays and shopping events. Plan your content calendar around these to boost sales.
Create Product Bundles: Showcase how different Temu products work together to increase average order value.
Utilize Email Marketing: If you have an email list, send curated product recommendations to your subscribers.
Explore Different Social Platforms: Don't limit yourself to one platform. Test your promotions across various social media channels to find what works best.
Host Giveaways: Partner with Temu to host product giveaways, increasing engagement and attracting new potential customers.
Produce Comparison Content: Create videos or blog posts comparing Temu products with similar items from other retailers.
Focus on High-Commission Products: While it's important to promote products your audience Permalink | 記事への反応(0) | 01:15
そう思いますね。嘘が常態化している自己愛性パーソナリティ障害の人の手助けは、プロにしかできない
そもそも直球で『テロリスト』とか『引きこもり』とかの背景要因になり得るとかそういう視点の研究がバンバン出てくるので
https://www.elemy.com/studio/mood-disorders/autism-and-narcissism/
http://usir.salford.ac.uk/id/eprint/40449/1/Faccini%20%26%20Allely%20%282016%29.%20.pdf
正直者は損をするとかいうけれど、やはり嘘を付かない誠実さは美徳というか、集団生活を送る上での最低限の条件に思う
人生を困難にするのは空気を読まずバカ正直に受け答えをすることではなく、
自己愛性パーソナリティ障害の人の手助けは、プロにしかできないが、
いくらなんでも、お前は他人に何よりも自分自身に嘘をつきすぎだと自覚させることくらいはできるでしょ
そもそも直球で『テロリスト』とか『引きこもり』とかの背景要因になり得るとかそういう視点の研究がバンバン出てくるので
https://www.elemy.com/studio/mood-disorders/autism-and-narcissism/
http://usir.salford.ac.uk/id/eprint/40449/1/Faccini%20%26%20Allely%20%282016%29.%20.pdf
正直者は損をするとかいうけれど、やはり嘘を付かない誠実さは美徳というか、集団生活を送る上での最低限の条件に思う
人生を困難にするのは空気を読まずバカ正直に受け答えをすることではなく、
コンテンツ集合Xがあります。各々の要素x∈ Xは特徴量f_1(x)∈Y_1 を持っています。
同様にユーザーu ∈ Uが存在し、特徴量f_2(u)∈Y_2を持っています。
コンテンツには単価P(x)が存在し、ユーザーuがコンテンツをm回消費することをg(u, x, m)=m*P(x)_uで表し、全てのユーザーU, 全てのコンテンツXに対して行列M∘P = g(U, X, M) が存在します。
回答
この問題は、コンテンツとユーザーの特徴量を考慮して、ユーザーがコンテンツを消費する回数を最大化するものです。このような問題は、推薦システムの分野で広く研究されており、協調フィルタリングと呼ばれるアプローチが一般的に使われています。
協調フィルタリングアルゴリズム
協調フィルタリングには、以下のようなアルゴリズムが考えられます。
1. 行列因子分解 (Matrix Factorization)
行列因子分解は、ユーザー・コンテンツ行列を低ランク近似することで、ユーザーとコンテンツの潜在的な特徴を抽出します。具体的には、ユーザー行列Uとコンテンツ行列Vを求め、その内積U^TVで元の行列を近似します。この手法は、Netflix Prizeで優れた成績を収めました。[1]
2. ニューラルコラボレーティブフィルタリング (Neural Collaborative Filtering)
ニューラルネットワークを用いて、ユーザーとコンテンツの非線形な関係を学習します。入力としてユーザーIDとコンテンツIDを与え、出力として評価値を予測します。この手法は、従来の行列因子分解よりも高い精度が期待できます。[2]
3. 階層的ベイズモデル (Hierarchical Bayesian Model)
ユーザーとコンテンツの特徴量を階層ベイズモデルに組み込むことで、より柔軟なモデリングが可能になります。この手法は、Cold-Start問題(新規ユーザー・コンテンツの推薦が困難)の解決に有効です。[3]
4. 強化学習 (Reinforcement Learning)
ユーザーの行動履歴を環境として捉え、報酬最大化のためのアクションを学習します。この手法は、長期的な利益最大化に適しています。[4]
これらのアルゴリズムは、ユーザーとコンテンツの特徴量を考慮しながら、目的関数を最大化するように設計されています。実装の際は、データセットの特性やモデルの複雑さ、計算リソースなどを考慮する必要があります。[5]
Citations:
[1] https://aicontentfy.com/en/blog/understanding-algorithms-behind-content-distribution
[2] https://marketbrew.ai/optimizing-your-websites-content-with-genetic-programming
[3] https://sproutsocial.com/insights/social-media-algorithms/
[4] https://surferseo.com/blog/the-new-algorithm-for-content-analysis/
[5] https://www.linkedin.com/advice/0/what-best-ways-measure-content-relevance-x6apf
この手順は、Latent Diffusion Modelsを使用してテキストから画像を生成するための一般的なアプローチを示していますが、いくつかの誤りや欠落がある可能性があります。以下にいくつかの修正と補足を示します。
1. **ライブラリのインポート**: `diffusers` ライブラリは存在しないため、代わりに `torch`、`transformers`、および `diffusion` ライブラリを使用する必要があります。
```python
import torch
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
from diffusion import LatentDiffusion
```
2. **環境のセットアップ**: 事前学習済みモデルとトークナイザーを使用する前に、必要なモデルとトークナイザーをダウンロードする必要があります。
```python
model = AutoModelForSeq2SeqLM.from_pretrained("nlptown/bert-base-multilingual-uncased-finetuned-xnli")
tokenizer = AutoTokenizer.from_pretrained("nlptown/bert-base-multilingual-uncased-finetuned-xnli")
```
3. **テキストプロンプトの前処理**: `encode_plus` メソッドを使用して、入力をトークン化し、テンソルに変換します。
```python
inputs = tokenizer.encode_plus(prompt, return_tensors="pt")
```
4. **Latent Diffusion モデルの定義**: `diffusion` ライブラリから `LatentDiffusion` をインスタンス化する際に、モデルとトークナイザーを渡します。
```python
ldm = LatentDiffusion(model=model, tokenizer=tokenizer)
```
5. **画像の生成**: `generate` メソッドを使用して画像を生成します。
```python
image = ldm.generate(inputs)
```
6. **生成された画像の可視化**: 画像を表示するために適切なライブラリを使用します。例えば、Matplotlibを使用して画像を表示できます。
```python
import matplotlib.pyplot as plt
plt.show()
```
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As a student navigating the complexities of engineering coursework, I found myself grappling with Simulink assignments and think who will help me to complete my Simulink assignment that seemed to be from another dimension. The intricacies of Simulink, a powerful simulation and modeling tool, left me feeling overwhelmed and lost. That's when I stumbled upon a game-changer – Simulink Assignment Help from https://www.matlabassignmentexperts.com/simulink-assignment-help.html. In this testimonial blog, I want to share my transformative experience with their services, detailing how they not only helped me conquer Simulink challenges but also enhanced my overall understanding of this intricate subject.
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My journey with MatlabAssignmentExperts.com began when I was at a crossroads with my Simulink assignments. The complexities of the software, coupled with the pressure of academic deadlines, had me seeking a reliable source of assistance. A quick online search led me to their website, and the promising testimonials from fellow students who had successfully navigated Simulink assignments with their help convinced me to give it a shot.
From the very first paragraph of our interaction, it was evident that MatlabAssignmentExperts.com was different. The Simulink Assignment Help they offered was not just a transaction; it was a collaborative effort to ensure I not only completed my assignments but also understood the underlying concepts.
The Expert Guidance that Made a Difference
One of the standout features of MatlabAssignmentExperts.com is their team of experts. The individuals assigned to help me with my Simulink assignments were not just knowledgeable but also passionate about the subject. Their commitment to providing comprehensive assistance was evident in the personalized approach they took towards my assignments.
The experts patiently walked me through each step of the Simulink modeling process, explaining the rationale behind every decision. This hands-on learning experience was invaluable, as it not only resulted in impeccably solved assignments but also enhanced my proficiency in using Simulink for future projects.
Tailored Solutions for Varied Simulink Topics
Simulink is a vast field with applications in numerous engineering disciplines. What impressed me most about MatlabAssignmentExperts.com was their ability to cater to a wide array of Simulink topics. Whether it was control systems, signal processing, or model-based design, their experts exhibited a depth of knowledge that extended beyond mere problem-solving.
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The timely assistance not only saved me from the stress of last-minute submissions but also allowed me to review the solutions thoroughly. This attention to deadlines showcased MatlabAssignmentExperts.com's commitment to the success of their clients and solidified my trust in their services.
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As a student with budget constraints, the cost-effectiveness of their services allowed me to access expert guidance without burning a hole in my pocket. This accessibility to quality assistance further solidified my belief that MatlabAssignmentExperts.com is not just a service provider but a partner in academic success.
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っていうポストを、イーロン・マスクがリポストし、テスラチームを賞賛してる
https://twitter.com/elonmusk/status/1744493296150286830?t=aECJKmXKGdJfs-POAwinaw&s=19
これ、ソースあるの？
ちなみに11月までの販売台数に関するニュースでは、ガソリン車のトヨタ・カローラが101万台売れたのに対し、EVのテスラ・モデルYが106万台でトップ。
Model Y -up 3 spots- with 1.06 million units sold (+57.1%).
Second place is in the hands of previous year’s leader the Toyota Corolla, with current YTD sales at 1.01 million up 0.7% from the previous year.
The Toyota RAV4 falls 1 spot into 3rd reporting 819,780 cumulative sales, up 3.6% from the sales period last year
ChatGPT is fine-tuned from GPT-3.5, a language model trained to produce text.
OpenAI ChatGPT is a language model developed by OpenAI that is built on the GPT (Generative Pre-trained Transformer) architecture.
https://dzone.com/articles/comprehensive-guide-on-integrating-openai-chatgpt
サム・アルトマン氏の突然の解任理由は、当事者からはしばらく明かされないことははっきりした。
https://www.theverge.com/2023/11/29/23982046/sam-altman-interview-openai-ceo-rehired このインタビューにおいて、サムアルトマン氏の解任理由を明かさないという姿勢は明確である。
ではなぜ、解任の理由を明かさないか、という理由をまず考えたい。
まず一般論として、何か物事・事件が起こった場合、それをどこまで公表するかは、関係者の中で一番権力がある人が決める。
ある会社内で重大な事件が起こったら、通常はその会社の社長が公表する内容を確認して決めるようなもの。
今回の関係者の中で一番権力を持っているのはマイクロソフトである。なぜならOpenAIの開発資金を提供し、かつ開発基盤のシステムまで提供しているから。
表題の一番の理由はこれである。つまり関係者の中で一番権力のあるマイクロソフトが、サム・アルトマン氏の本当の解任理由の公表は都合が悪いため、公表を止めていると自分は考えている。
ではなぜマイクロソフトにとって、解任理由の公表は都合が悪いか？
Microsoftが、来年リリースされると噂されているGPT-5が使えなくなる可能性がある為、というのが自分の考えである。
なぜ使えなくなる可能性があるかというと、GPT-5が、世間にAGIとみなされる可能性がある為。
OpenAI社のWikipediaによると「汎用人工知能が完成した際は、それを営利法人や他社にライセンス提供はしない規約となっていて、汎用人工知能実現前の人工知能のみを営利法人に提供することとなっている」、つまり、現状の規約だと、GPT-5がAGIを達成している場合、Microsoftは使用できない。
MicrosoftがGPT-5やそれ以降のGPTを使えなくなれば、Googleなどの競合他社にその内負けるのは明らかである。
ではなぜ、解任理由の公表をすると、GPT-5が使えなくなるのだろうか？
なぜなら解任のきちんと理由を説明する際に、GPT-5がAGI（もしくはそれに近い状態）であることを説明しなければいけない為である。
一部報道（リーク）では、OpenAI社のAIは、人類を脅かす可能性があるほどに賢くなっている。
※ OpenAI researchers warned board of AI breakthrough ahead of CEO ouster, sources say
※ 記事中のAI Breakthroughである Q*(Q star) を独自の解釈で解説している動画の一つ https://www.youtube.com/watch?v=3d0kk88IE8c
かつサム・アルトマン氏は、このリークを否定せず、肯定に近い発言をした。
https://www.theverge.com/2023/11/29/23982046/sam-altman-interview-openai-ceo-rehired
「No particular comment on that unfortunate leak」（「不運なリークに関してコメントはありません」）。
もし間違いであれば、間違いであるというコメントをするはずである。
かつ最近、サム・アルトマン氏は、来年発表されるモデルはどうなるかと質問された時、以下のような発言をしている。
https://www.youtube.com/watch?v=ZFFvqRemDv8 50分40秒頃より
"The model capability will have taken such a leap forward that no one expected.”
「モデルの能力は、誰も予想しなかったほどの飛躍を遂げるだろう」
この文章における「モデル」とは、GPT-5と考えてよいだろう。
つまり、GPT-5はAGIにかなり近いか、AGIを達成できている可能性がある。
これ以降は全くの想像になるが、恐らくサム・アルトマン氏は、そのAGIに近いGPT-5を、Microsoftに提供しようとしたのではないか。
また取締役会は、その為にサム・アルトマン氏を解任したのではないか。
営利企業にAGIを渡したら、まずそれを使ってどうお金儲けをするかを第一に考えるだろう。
よって、Microsoftへの提供の前に、GPT-5の性能や危険性などについて、厳密な検証をしなければいけない。
その辺に関して、取締役会とサム・アルトマン氏とで、解釈・考え方にずれがあったのではないか。
上にも書いている通り、AGIを達成しているのなら、営利企業であるMicrosoftに渡すのは規約違反である。
ただ仮にGPT-5をMicrosoftに提供しなかったら、資金の提供が途絶える可能性は高い。つまりOpenAI社はこれ以上研究開発ができなくなる。
よって、サム・アルトマン氏は取締役会に対し、GPT-5はAGIを達成していないと主張したか曖昧にした上で、MicrosoftへGPT-5を提供しようとしたのではないか。
またもしそれを止めないとしたら、それは確かに取締役会の役割（安全で全人類に利益をもたらすAGIの構築)を果たせないことになる。
この辺を詳細に公表してしまうと、つまりGPT-5＝AGIという見方が世間で強まる可能性がある。
仮にそうなれば、OpenAI社は、MicrosoftにGPT-5を提供できなくなるだろう。
そのことはOpenAI社も困るが、一番困るのは上で説明した通り恐らくMicrosoftである。
恐らくGPT-5はAGIを達成していないことにして、時間を稼いでいる内に、AGIをMicrosoftに提供できるような体制にするのではないか。
尚、Microsoftの社長は、AGIが早期に達成する可能性を否定している。
https://jp.reuters.com/economy/industry/ZPLE2C2BPNKVZJ2PIBPOFWDK6Y-2023-11-30/
Appleが「Macの8GBはWindowsの16GB相当だぞ」と言ったもんだから、世間が騒がしくなっている。
それに輪をかけて、「Macの8GBと16GBを比べたら、16GBの方が速いぞ」という、いっけん関係していそうで、よく考えればまったく関係のない比較が結びつけられてしまって、これが人々の混乱を招き、騒ぎを大きくしてしまっている。
- M3 MacBook Proの8GBのメモリはWindows PCの16GBと同等 - こぼねみ
- Apple幹部、MacBook Pro (14-inch, M3, Nov 2023)の8GBメモリは他のノートパソコンのメモリ16GBに相当するとコメント | Mac | Mac OTAKARA
- M3 MacBook Proのメモリ8GBは「Windows PCの16GBに相当する」 | ゴリミー
- 「メモリ8GBは不十分」ーーM3 MacBook Proの検証動画が公開 | ゴリミー
- Appleが「M3 MacBook Pro」の8GBのユニファイドメモリは16GBの他製品RAMと同等であると主張 - GIGAZINE
いずれはまともな検証動画が上がってくるとは思うが、ひとまず、2023年以降のMax Techチャンネルに上がっている、Windowsとのメモリ効率の比較が可能な動画をあさり、並べてみたのでご覧いただきたい。私自身も懐疑的だったが、こうしてみると、あながちAppleの主張も荒唐無稽だとは言えないようだ。
Lightroom Classic (50x 42MP RAW Export)
| メモリ | 機種名と他スペック | 処理時間 | 参照 |
|---|---|---|---|
| ###### 48GB | MacBook Pro 16" M3 Max 1TB ($3999) | lll 0:30 | 12 |
| #### 32GB | MacBook Pro 16" M2 Max 1TB ($3499) | lll 0:39 | 11 |
| ## 18GB | MacBook Pro 14" M3 Pro 512GB ($1999) | llll 0:45 | 1 |
| ######## 64GB | MSI Z16P 16" i7-12900H 3080Ti 2TB ($4399) | lllll 0:51 | 11 |
| ## 16GB | MacBook Pro 16" M2 Pro 512GB ($2499) | lllll 0:57 | 5,9 |
| ## 16GB | MacBook Pro 14" M3 512GB ($1799) | llllll 1:03 | 4 |
| ## 16GB | MacBook Pro 14" M2 Pro 512GB ($1999) | llllll 1:06 | 1,4 |
| ## 16GB | MacBook Air 13" M2 512GB ($1699) | lllllll 1:13 | 10 |
| ## 16GB | MacBook Air 15" M2 512GB ($1699) | lllllll 1:17 | 6,7,8 |
| #### 32GB | XPS 15 9530 15" i7-13700H RTX4070 1TB ($2849) | lllllllll 1:32 | 5,6 |
| ## 16GB | Galaxy Book 3 Ultra 16" i7-13700H RTX4050 1TB ($2399) | lllllllll 1:32 | 9 |
| # 8GB | MacBook Pro 14" M3 512GB ($1599) | llllllllll 1:47 | 2,3 |
| ## 16GB | Galaxy Book 3 Pro 13" i7-1360P 1TB ($1649) | llllllllllll 2:01 | 10 |
| ## 16GB | LG Gram 15" i7-1360P 512GB ($1699) | llllllllllll 2:05 | 7 |
| # 8GB | MacBook Air 15" M2 256GB ($1299) | llllllllllllll 2:20 | 8 |
| # 8GB | MacBook Air 13" M2 256GB ($1199) | llllllllllllll 2:22 | 2 |
参照元: (外部リンク数の制限があるのでgoogle検索を介している)
注:
もっとも、先述の通り「Mac同士で8GBと16GBを比べたら当然16GBの方が余力があるので、Proを名乗る機種は16GB備えるべきだ」という意見は至極真っ当だとも思う。すなわち、上記のようなベンチマーク環境から、たとえばChromeのタブを追加で開いていったらどうなるかというと、MacだろうがWindowsだろうが8GB機ならすぐに悪影響が出てきてしまう。Macの8GBメモリの「処理効率」は確かに16GB相当かもしれないが、「同時に扱えるデータ量」は別物だということに注意してもらいたい。Macは後者についても効率的なのかもしれないが、それをWindowsとの比較で検証できる動画は見つけられなかった。
追記:
赤字で示したM3シリーズのうち、M3の2機種を比べてみてほしい。この2機種の違いは8GBと16GBの差、$200だけだ。それで1:47から1:03まで改善するのだから、$200の価値は高いと思う。またこの数字は、同時にChromeのタブを開いていく検証(参照元3)では、ますます差が開くことになる。16GBのほうは、20タブを開いてもびくともしない。
| メモリ | 機種名とスペック | 処理時間 | 参照 |
|---|---|---|---|
| ## 16GB | MacBook Pro 14" M3 16GB 512GB ($1799) | llllll 1:03 | 4 |
| ## 16GB | MacBook Pro 14" M3 16GB 512GB ($1799) | llllll 1:06 * with 5 Tabs | 3 |
| ## 16GB | MacBook Pro 14" M3 16GB 512GB ($1799) | llllll 1:06 * with 20 Tabs | 3 |
| # 8GB | MacBook Pro 14" M3 8GB 512GB ($1599) | llllllllll 1:47 | 2,3 |
| # 8GB | MacBook Pro 14" M3 8GB 512GB ($1599) | llllllllllll 2:00 * with 5 Tabs | 3 |
| # 8GB | MacBook Pro 14" M3 8GB 512GB ($1599) | lllllllllllllllllllllllllllllll 5:16 * with 20 Tabs | 3 |
なお、これはまさに冒頭で触れた「Macの8GBと16GBを比べたら、16GBの方が速いぞ」という検証である。Windowsとの比較を終えて、結局行き着くところはここなのだった。
