* Anthropic’s Claude 3 models are now available in Google Cloud Vertex AI. The Claude 3 family joins over 130 models already available in Vertex AI Model Garden. Claude models are offered in Vertex AI as managed APIs — meaning customers can concentrate on building groundbreaking applications instead of worrying about backend complexity or the management overhead of underlying infrastructure.
* All Claude 3 models boast improved fluency in non-English languages, as well as vision capabilities that unlock tasks ranging from image metadata generation to insights extraction across PDFs, flow charts, and a diverse range of other formats.
* The New Stack Better, Faster, Stronger: How Generative AI Transforms Software DevelopmenteBook (2024, 45 pages) by Janakiram MSV
* Cassie Kozyrkov on current state of AI - "The truth is, no one knows exactly where we're headed. We are building the plane while it's taking off. Which is why it's worth reminding people to zoom out and focus on the problem they're trying to solve. Don't get too attached to the tools you're using to solve a problem. Focus on developing clear thinking, precise expression, good taste for design, and an insatiable hunger for the bigger picture."
* Nvidia CEO Jensen Huang’s advice to Stanford students - "People with very high expectations have very low resilience and unfortunately resilience matters in success. I don't know how to teach it to you except for I hope suffering happens to you. I was fortunate that I grew up with it with my parents providing a condition for us to be successful on the one hand but there were plenty of opportunities for setbacks and suffering and to this day I use the word the phrase pain and suffering inside our company with great glee...I mean that in a happy way because you want to train...you want to refine the character of your company...you want greatness...Greatness comes from character and character isn't formed out of smart people. It's formed out of people who suffered...and so if I could wish upon you, I don't know how to do it for all of you Stanford students...I wish upon you ample doses of pain and suffering."
* The official language of Indonesia is Indonesian, locally known as Bahasa Indonesia, which serves as the lingua franca of the nation. Despite the prevalence of Indonesian, there are numerous local languages and dialects spoken across different regions of Indonesia. Some of the distinctly different local languages include Acehnese, Batak, Sundanese, Javanese, Sasak, Tetum of Timor, Dayak, Minahasa, Toraja, Buginese, and Halmahera
* In physics and geometry, a catenary is the curve that an idealized hanging chain or cable assumes under its own weight when supported only at its ends in a uniform gravitational field. The catenary curve has a U-like shape, superficially similar in appearance to a parabola, which it is not. Catenaries and related curves are used in architecture and engineering (e.g., in the design of bridges and arches so that forces do not result in bending moments). Catenary arches are often used in the construction of kilns. Most suspension bridge cables follow a parabolic, not a catenary curve, because the roadway is much heavier than the cable.
* The silk on a spider's web forming multiple elastic catenaries.
* Research shows that only 50% of people who've had heart attacks had high LDL levels. So, many doctors use another test, called the C-reactive protein test, to help figure out who’s at risk. C-reactive protein (CRP) is produced by the liver. Its level rises when there's inflammation in your body. LDL cholesterol not only coats the walls of your arteries, but it also damages them. This damage causes inflammation that the body tries to heal by sending a "response team" of proteins called "acute phase reactants." CRP is one of these proteins. CRP is the most studied biomarker of inflammation.
* "You have to focus on what you can do." - Life advice from 2023 medicine laureate Katalin Karikó
* Thomas Edward Lawrence (1888 – 1935) was a British archaeologist, army officer, diplomat, and writer who became renowned for his role in the Arab Revolt (1916–1918) and the Sinai and Palestine Campaign (1915–1918) against the Ottoman Empire during the First World War. The breadth and variety of his activities and associations, and his ability to describe them vividly in writing, earned him international fame as Lawrence of Arabia, a title used for the 1962 film based on his wartime activities.
* "Endocrinology is, in a way, a branch that deals with oddballs. We have patients who are too tall, too short, too fat, too thin, too dark, too flat and so on." - Dr Karthik Balachandran, Endocrinologist.
* "Success is counted sweetest by those who never succeed" - Emily Dickinson
* London-listed BAT currently owns 29.03% stake in the Indian cigarettes-to-hotels company, ITC.
* Firms with more than 10% overseas shareholding rose to 275 on the BSE 500 Index as of December-end.
In response to a question about the feasibility of effective code reviews for large (e.g., 500-line) AI-generated PRs like those from Claude, especially when reviewers lack deep codebase familiarity in new projects or fast-paced environments, Uncle Bob Martin and Grady Booch have contrasting views Uncle Bob Martin advocates metrics-based oversight (test coverage, complexity, dependencies) and higher-level management over line-by-line AI code review, while Grady Booch stresses manual verification for vulnerabilities, dead code, and performance factors. Uncle Bob Martin : " I don’t review code written by agents . I measure things like test coverage, dependency structure, cyclomatic complexity, module sizes, mutation testing, etc. Much can be inferred about the quality of the code from those metrics. The code itself I leave to the AI. Humans are slow at code. To get productivity we humans need to disengage from code and manage from a higher level." Grady Booch : "Unlike B...
This Week I Learned - * Since A.I. coding tools from Anthropic, OpenAI, Cursor and other companies took off last year, one result has now become apparent: code overload . - NYT * GitHub platform activity is surging. There were 1 billion commits in 2025. Now, it's 275 million per week, on pace for 14 billion this year if growth remains linear — Kyle Daigle, COO, GitHub * At tech companies like Meta and Shopify, managers have started to factor A.I. use into performance reviews, rewarding workers who make heavy use of A.I. tools and chastening those who don’t. It has created an expensive new status game, known as “tokenmaxxing,” among A.I.-obsessed workers who are desperate to prove how productive they are. - NYT * OpenAI's agentic coding tool, Codex, had tripled its weekly active users since the start of the year. Overall Codex use, measured in tokens, has increased fivefold. Google's A.I. models processed more than 1.3 quadrillion tokens a month in 2025. * AI companies char...
Summary of an article on X by kaize - 1. Edit your prompt. Don't send a follow-up because Token cost per message = all previous messages + your new one. 2. Start a fresh chat every 15–20 messages: When a chat gets long → ask Claude to summarize everything → copy it → new chat → paste as first message. 3. Batch your questions into one message for fewer context reloads (that cost tokens). 4. Upload recurring files to Projects - Cached project content doesn't eat into your usage. 5. Set up Memory & User Preferences - Save your role, communication style, and settings once. Claude will automatically apply them to every new chat. 6. Turn off features (like Web search, Connectors, "Explore" mode, "Search and Tools", "Advanced Thinking") you're not actively using. 7. Use Haiku for simple tasks 8. Spread your work across the day as Claude uses a rolling 5-hour window. 9. Work during off-peak hours. Anything outside of peak hours: 5:00 AM to 11:00 ...
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