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🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Looking to see if it is possible to create a formula to show my account number

Navigating complex data extraction in Excel can be challenging. This user is seeking a formula to automatically populate account numbers from intermittently listed cells, specifically targeting the middle six digits. While a simple drag-down formula works for consistent data, recognizing account number changes across rows presents a hurdle. Explore innovative solutions to streamline your spreadsheet workflows; similar challenges in data visualization are addressed in our article, "Struggling with creating a stack? bar? chart." Discover how to empower your data journey and eliminate manual work.

Perspectives on Modern Data

🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

I'm looking to pull text from schematics and put the into an excel spreadsheet to create a wiring checklist.

Extracting cable IDs from wiring schematics—a common challenge—can be streamlined for creating efficient wiring checklists. You’re already utilizing Kofax Power PDF, a solid starting point. However, refining your extraction process beyond the "Looks Like" feature is key. Focus on leveraging pattern recognition to isolate those specific 5-digit or "5-digit-C" identifiers. For further exploration of data visualization related to your extracted data, consider our article "Struggling with creating a stack? bar? chart," which addresses similar data arrangement challenges.
Talks to sell PayPal to Stripe and Advent are heating up
TechCrunch

Talks to sell PayPal to Stripe and Advent are heating up

Negotiations are intensifying as PayPal explores a potential sale to both Stripe and private equity firm Advent. This development comes as PayPal's new CEO works to revitalize the company's performance. The discussions highlight a significant shift in the fintech landscape, with established players seeking innovative strategies for growth. For further context on leadership transitions impacting the sector, see our recent article on "AI nuclear power firm Fermi finally has a new CEO." The outcome of these talks could reshape the future of digital payments.
🐈Machine Learning
Machine Learning

How much does adding an honest limitations section hurt the paper? [D]

Addressing limitations honestly in research papers—while generally beneficial—raises critical questions about reviewer bias and potential requests for remediation. Does openly acknowledging constraints negatively impact perception, or will reviewers demand fixes outlined in the limitations section? Furthermore, the introduction of AI reviewers introduces a novel consideration: could these limitations inadvertently bias algorithmic assessment? Exploring these nuances, as discussed in "My Model Was Cheating on Its Own Test," highlights the complexities of transparency in AI research.

Field Notes & Updates

🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

How to get a table to match the number of rows, and row order, of a parent table

Need to streamline your data management? When adding new expense types to your parent table, automatically populate corresponding rows in linked tables—saving valuable time. This approach ensures consistent data structure and eliminates manual row insertion. It’s a powerful way to maintain data integrity and workflow efficiency. Discover how to configure this feature, mirroring your parent table's growth across related sheets. For troubleshooting formula errors that might arise, see our article, "Pls help - Need to fix formula with Spill Error," for helpful guidance.

🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Am trying to update my excel but where should i go to update my excel version

Updating your Excel version can seem daunting, especially if you're new to the process. To explore the latest features and improvements, navigate directly to the Microsoft Office website and locate the download center. There, you can find the appropriate version for your operating system and begin the update. If you're also looking to streamline your spreadsheet tasks, consider how formulas like those discussed in "Looking to see if it is possible to create a formula to show my account number" can help automate workflows.

🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Formula for extracting information from one worksheet's column to different worksheet giving blank result.

Encountering blank results when attempting to transfer data between worksheets in Excel 365 (build 16.0) is a common challenge. The provided formula, designed to populate a course sheet with tee color data from a "Scores" sheet based on matching course name and date, appears to be experiencing a logical mismatch. Specifically, the formula’s range references need careful review to ensure accurate data retrieval.

🐈Machine Learning
Machine Learning

Open-source Python library + no-code web dashboard for evaluating oncology AI models at clinical decision thresholds. [P]

Clinical decision-making in oncology hinges on reliable AI model performance *at specific thresholds*, a critical evaluation often overlooked by standard metrics like AUC. Oncothresh, a dependency-light Python library, addresses this gap by providing precise assessments of sensitivity, specificity, and related metrics at defined cutoffs, alongside confidence intervals and decision-curve analysis. A companion no-code web dashboard simplifies this analysis—simply upload data and generate comprehensive reports. Explore Oncothresh and oncothresh-web (github.com/omkaradhali/oncothresh) and contribute feedback to refine this valuable tool.

🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Seeking Excel shortcut for entering times without typing the colon

Entering times in Excel can be surprisingly tedious, especially with high-volume data entry. Fortunately, there’s a straightforward solution to bypass repetitive colon typing. Leverage Excel's custom cell formatting to automatically convert four-digit inputs (like "1436") into recognized time values—either 12-hour (with AM/PM) or 24-hour format. This empowers you to streamline your workflow and boost productivity. Explore this transformative approach to data entry, and discover how a simple formatting change can significantly reduce manual effort.

🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

How do I use the green square/fill handle without a mouse?

Navigating Excel’s autofill feature without a mouse can streamline your workflow. The green fill handle, typically double-clicked to extend formulas or data down a column, presents a challenge when mouse access is limited. Currently, Excel lacks a dedicated keyboard shortcut to replicate this double-click action directly.

Self-driving trucks are officially testing on California highways
TechCrunch

Self-driving trucks are officially testing on California highways

The future of freight is arriving on California highways. Aurora Innovation and Kodiak AI, leading developers of self-driving truck technology, have secured permits from the California Department of Motor Vehicles to begin official testing. This marks a significant step toward wider adoption of autonomous trucking, promising increased efficiency and potentially reshaping the logistics landscape. Interested in the broader implications of AI-driven systems?

🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Excel adds file:/// automatically to every server link which breaks the link updating automatically

Excel users encountering broken server links due to the automatic addition of "file:///“ are not alone. This frustrating issue, as reported by /u/cocacola87559, renders dynamic linking unreliable, requiring constant manual updates—an unsustainable workflow. Excel's behavior of rewriting these links upon reopening appears to be a persistent problem, despite attempts to disable automatic link updates. While server-side restrictions limit immediate solutions, understanding the root cause is the first step toward a future-focused data management strategy.

🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Creating an “app” for my work

You're envisioning a powerful solution: transforming your Excel inspection reports into a mobile-accessible tool for field employees. Consolidating those seven reports into a single, interconnected workbook is a smart first step toward creating a custom reporting system—effectively, your own "app." This approach empowers your team while avoiding costly subscription fees. To achieve this, focus on structuring your workbook for seamless data flow and accessibility.

🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Struggling with creating a formula for twice monthly overtime pay

Calculating overtime with bi-monthly pay periods and a Sunday-to-Saturday work week presents a unique challenge. Many spreadsheet users encounter this complexity when tracking fluctuating hours. To accurately reflect overtime earned across pay periods, you'll need a formula that accounts for the work week’s span regardless of the pay period's end date. Explore our resources for deeper insights into similar data management complexities, such as the recent article discussing Airtable’s valuation shifts—understanding these broader trends can inform your approach.

🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Struggling with creating a stack? bar? chart

Visualizing "before and after" questionnaire results can be tricky! Many users find accurately representing data for stacked or bar charts in Excel challenging. We understand the frustration of getting those headlines and values just right. To achieve the diagram you envision, focus on structuring your Excel data with clear labels and corresponding values for each category—before and after. For more complex data manipulation, consider exploring techniques like those discussed in our article, "I created a triple nested XLOOKUP formula...

🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Vlookups and filtered tables

Navigating shared names in your municipality data is a common challenge. While Excel doesn’t directly support compound references within VLOOKUP, your instinct to filter is sound. Creating separate, filtered tables—village, town, city, county—is the most reliable approach to ensure accurate lookups. This strategy isolates data, preventing mismatched results. For those seeking broader automation strategies, explore "Is it possible to automate data input from multiple workbooks," which delves into streamlining data handling across spreadsheets.

More Articles

What we know about the alleged Iranian hacks on US water utilities
TechCrunch

What we know about the alleged Iranian hacks on US water utilities

Recent weeks have seen a concerning escalation: multiple US water utility systems have been targeted by cyberattacks, allegedly orchestrated by the Iranian government. Here's a concise overview of what we currently know—and what remains unclear—regarding these intrusions. These incidents underscore the increasing vulnerability of critical infrastructure. For further context on the evolving cybersecurity landscape and related threats, explore our article, "In a first, US will allow some private firms to carry out cyberattacks," which details shifts in national policy.
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

I created a triple nested XLOOKUP formula. Is there a more efficient way to do what I'm doing?

Navigating dynamic data imports from PDFs often necessitates complex formulas to ensure accurate referencing. You've ingeniously employed a triple-nested XLOOKUP to dynamically locate values across varying row and column arrangements—a testament to its versatility. While functional, deeply nested formulas can impact performance. Consider exploring alternative approaches like Power Query, which excels at data transformation and reshaping, potentially offering a more efficient solution for your scenario.
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Can I simplify my formula?

Navigating complex formulas can be challenging, especially when dealing with numerous conditional checks. You're seeking a streamlined approach to evaluate your calculation against multiple fractions within a single IFS formula, avoiding the need for intermediary cells. Our AI-native spreadsheet technology empowers you to explore more accessible solutions. Discover how intelligent formula simplification can transform this process, enhancing clarity and efficiency without sacrificing functionality. Let's refine your workflow and unlock greater productivity.
🐈Machine Learning
Machine Learning

Are there any theoretically-guided practices left in machine learning nowadays? [D]

The rise of large language models has sparked a critical question: have theoretically-guided practices in machine learning become relics of the past? Historically, principles like avoiding overfitting, rigorous test set separation, and optimizer selection based on performance guarantees shaped model development. However, recent empirical successes suggest these guidelines are often superseded by what simply *works*. Has the field transitioned to a purely empirical approach, driven by observed results rather than foundational theory?
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Link QR code to a specific cell?

Linking a QR code directly to a specific cell in a spreadsheet—a surprisingly practical need for taxonomists and others—is indeed possible, though often perceived as requiring expensive software. Fortunately, accessible solutions exist. You can leverage scripting or add-ons within spreadsheet platforms to create this functionality. Essentially, the QR code would trigger a URL that, when scanned, automatically opens your spreadsheet and highlights the designated cell, ready for data entry.
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

VBA coding for organizing

Automating task organization in your spreadsheet can significantly boost productivity. You've correctly identified the need to automatically sort your task list (Client, Due Date, Description) by date upon entry. While VBA offers a solution, achieving this reliably can be challenging. Instead of endlessly searching for the "perfect" code, consider leveraging Excel's built-in features—or, as explored in our article "How do you track a large inventory of original artwork in Excel without it getting out of hand?", explore alternative organizational strategies.
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

How do you track a large inventory of original artwork in Excel without it getting out of hand?

Managing a large art inventory in Excel can quickly become unwieldy, as one user discovered with over 300 botanical illustrations. The challenge arises when data structures diverge – commissioned pieces require fields like client names and delivery dates, absent from independently created works. While a lookup column approach, similar to the strategy explored in our article "Link QR code to a specific cell?", offers a potential solution for dynamic dashboards, the fundamental question remains: what’s the optimal data structure?
Read-it-later app Pocket shut down — here are the best alternatives
TechCrunch

Read-it-later app Pocket shut down — here are the best alternatives

Pocket's closure marks a shift in the read-it-later landscape. Users now have until October 8, 2025, to export their saved articles, lists, and highlights. Fortunately, excellent alternatives exist. We’ve compiled a ranked list of the best Pocket replacements, ensuring your curated content remains accessible. For those seeking a fresh approach to task management alongside reading, consider exploring Unforgetful, a new reminder app designed to combat procrastination. Discover your ideal solution and continue your data journey uninterrupted.
🐈Machine Learning
Machine Learning

A linter for PyTorch 'torch-preflight' [P]

Avoid costly GPU errors and optimize your PyTorch training runs with `torch-preflight`, a new linter designed to catch common pitfalls. Developed over months of experience, this tool analyzes your code – without execution or GPU requirements – to identify issues like unmanaged autograd graphs or improper gradient accumulation. Beyond bug detection, `torch-preflight` estimates VRAM usage, providing actionable insights to ensure your training fits within available resources. Explore the project and contribute at [https://github.com/highwaterlabs/torch-preflight](https://github.com/highwaterlabs/torch-preflight). For more on model evaluation, see our related article, "
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Is it possible to automate data input from multiple workbooks

Absolutely! Automating data input across multiple workbooks is a common challenge, and thankfully, a solvable one. You're right to question the manual process – reclaiming those hours is a worthwhile investment. Our platform empowers you to streamline this workflow, extracting the specific data points (min/max from Column A, max from Column B, filtered Column C) directly from incoming files. Discover how to build a future-focused solution that automatically populates your review workbook, saving time and ensuring data consistency.
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Is there a way to change the position of digits in excel?

Transforming digit order within Excel presents a unique data management challenge. While native Excel functions don't directly support rearranging digits in that specific pattern, innovative solutions exist. Explore custom VBA scripts within Excel to achieve this precise formatting—rearranging pairs from the end to the front. Alternatively, consider specialized data manipulation tools outside of Excel for more robust and flexible control. Discover how these options empower you to reshape your data and unlock new analytical possibilities.
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Sort Order and Locking Cells

Navigating shared spreadsheets with multiple users can introduce unexpected data shifts. Many users experience this when sorting – a common challenge is maintaining the original order of data after filtering and sorting. To address this, consider locking Column A to preserve the block order while still enabling sorting by Column H (IDs). This ensures a consistent, organized view even after filters are removed.
GLM-5.3 is here with advanced cyber capabilities — and reportedly already found a 'serious vulnerability' in Cursor
VentureBeat

GLM-5.3 is here with advanced cyber capabilities — and reportedly already found a 'serious vulnerability' in Cursor

Z.ai has released GLM-5.3, a significant advancement in AI-native spreadsheet technology, building upon the 744-billion-parameter base of GLM-5.2 through scaled post-training. Notably, GLM-5.3’s cybersecurity capabilities have rapidly progressed, even identifying a potential vulnerability in Cursor, an AI coding startup. Initially accessible through the GLM Coding Plan and ZCode environment, with broader API access and open weights forthcoming, GLM-5.3 demonstrates considerable headroom for improvement without extensive retraining. For those interested in exploring the broader landscape of AI agents, consider our recent article on Meta’s open-source
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

How to append sheet titles to table names automatically, and fill them into formulas

Streamline your spreadsheet workflows with an innovative approach to dynamic table and formula referencing. This technique automatically appends sheet titles (like "Jan" or "Mar") to table names, ensuring consistent and adaptable formulas across multiple sheets—ideal for tracking monthly and annual data. Discover how this method simplifies referencing in summary sheets, allowing a single formula to update across entire tables. As explored in "Creating an ‘app’ for my work," automating these connections minimizes manual adjustments and maximizes efficiency.
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Standard derivation of the last three data in a column

Measuring consistency in your hobby group's results is a smart approach. To calculate the standard deviation of the last three data points in a column, the STDEV.P function is indeed the right tool. Your attempt using INDEX and COUNTA is a common hurdle—Excel’s formula complexity can be frustrating. A more straightforward approach involves using the OFFSET function. For example, `=STDEV.P(OFFSET([LA], COUNTA([LA])-3, 0, 3, 1))` will directly compute the standard deviation for the last three entries in column [LA].
🐈Machine Learning
Machine Learning

For the people who got reviews back from neurips, cvpr, eccv, etc and also tested their paper through an agentic reviewer like the stanford one, how different were the reviews? [D]

For those who recently received reviews from NeurIPS, CVPR, ECCV, or similar conferences, and also utilized agentic reviewer tools like the Stanford model, a compelling question arises: how do the reviews compare? We're exploring the divergence between human and LLM assessments, seeking insights into this evolving landscape. Early indications suggest significant variations, prompting a deeper understanding of how AI-assisted review impacts the peer review process. For further context on related challenges, see our article, "My Model Was Cheating on Its Own Test."
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

Pls help - Need to fix formula with Spill Error

Encountering a #SPILL! error can halt your progress, but rest assured, a solution exists. This user seeks a formula to dynamically total blank cells in Sheet2's Column B, contingent on a corresponding value in Sheet2's Column A—a common data management challenge. Their attempt, utilizing FILTER, highlights a frequent misunderstanding of spill ranges. We can help clarify the logic and provide a corrected formula to achieve this task efficiently.
🐈Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community

I inadvertently became the team lead in PQ as a novice and now they want me to host a lunch-and-learn

Unexpectedly thrust into a team lead role, you've demonstrably improved workflows through resourceful automation—a testament to leveraging readily available tools and a persistent drive to eliminate tedious manual tasks. Now tasked with hosting a lunch-and-learn, it's understandable to feel overwhelmed. This situation presents an opportunity to clarify your expertise and set realistic expectations. Frame your presentation as a shared exploration, highlighting how accessible Power Query can be, referencing similar experiences detailed in "Creating an ‘app’ for my work," and emphasizing continuous learning.
Thrive’s Joshua Kushner chides Silicon Valley VCs over AI euphoria
TechCrunch

Thrive’s Joshua Kushner chides Silicon Valley VCs over AI euphoria

Thrive Capital’s Joshua Kushner is urging caution amidst the current AI investment frenzy. In his inaugural investment letter, Kushner acknowledges the immense opportunity within AI but stresses the importance of maintaining rigorous investment discipline. He cautions against allowing excitement to overshadow sound financial judgment. This perspective arrives as the broader tech landscape rapidly explores AI’s potential, exemplified by advancements like Aurora Innovation and Kodiak AI's self-driving truck testing on California highways—a development we recently covered.
🐈Machine Learning
Machine Learning

I compiled Doom's renderer into a 21B-parameter transformer -- no training anywhere [P]

Researchers have achieved a remarkable feat: compiling Doom's rendering engine into a 21-billion parameter transformer model, bypassing traditional training methods. Utilizing a custom compiler, the Doom algorithm’s computation graph was translated into transformer weights, resulting in a Hugging Face-compatible checkpoint. Inputting scene data as a prompt generates pixel drawing commands, reconstructing the iconic E1M1 frame. While achieving a modest 35 frames per day on a B200 (compared to the original’s 35 FPS), this innovative approach demonstrates the potential of AI-native computation.
Cloudflare Migrates JavaScript CDN Serving 9B Requests a Day to Its Developer Platform
InfoQ

Cloudflare Migrates JavaScript CDN Serving 9B Requests a Day to Its Developer Platform

Cloudflare has achieved a significant milestone, migrating its cdnjs open-source JavaScript and CSS library CDN to its Developer Platform. This strategic shift consolidates publishing and delivery infrastructure, leveraging Workers, R2, KV, Workflows, Queues, Durable Objects, and Containers to handle an impressive 9 billion daily requests. The architecture preserves existing package contents, URLs, and SRI hashes, ensuring a seamless experience for developers.
My Model Was Cheating on Its Own Test
Towards Data Science

My Model Was Cheating on Its Own Test

Data scientists often strive for model accuracy, but what happens when a model gains an unfair advantage? In a recent *Towards Data Science* post, an author discovered their car price prediction model was "cheating" – a preprocessing pipeline inadvertently allowed it to glimpse the test set. This resulted in a deceptively high R-squared score. The experience highlights a critical pitfall in machine learning workflows and the importance of rigorous validation.
RAG Workflow and Loop Engineering: The Dispatcher That Decides When to Loop and When to Stop
Towards Data Science

RAG Workflow and Loop Engineering: The Dispatcher That Decides When to Loop and When to Stop

Unlock the next level of Retrieval-Augmented Generation (RAG) with our latest exploration of Loop Engineering and the Dispatcher pattern. Enterprise Document Intelligence, Vol. 1 #13, details a crucial advancement: intelligently controlling when to loop and when to stop within a RAG workflow. This approach defines what “agentic RAG” *should* look like, moving beyond simplistic iterations. Discover how this architecture puts patterns together for more efficient and reliable results.
Google will now allow users to remove visible watermark from its AI generations
TechCrunch

Google will now allow users to remove visible watermark from its AI generations

Google is providing users with greater control over AI-generated content. A new setting now allows you to remove the visible watermark from images created using Google's AI tools. Importantly, this change only impacts the visible watermark; the underlying, invisible benchmarks used to identify AI-generated files remain intact. This move reflects a growing emphasis on user choice within the evolving landscape of AI. For further insights into AI model development, explore our article on "Writer introduces new AI model and upgraded harness to contain token costs."
How to Build a Simple AI Web Scraper with Python
KDnuggets

How to Build a Simple AI Web Scraper with Python

Unlock the power of any webpage with a simple AI web scraper built using Python. This guide demonstrates how to transform ordinary websites into lightweight, LLM-powered QA engines. By efficiently cleaning HTML, converting content to Markdown, and refining prompts, you can extract focused answers while minimizing token usage. It’s an accessible entry point to agentic AI—much like the exploration of AI agents discussed in "5 Fun Agentic AI Papers to Read." Discover a practical approach to harnessing AI for targeted data extraction and insightful question-answering.
A Day in the Life of a Data Scientist in 2026
Towards Data Science

A Day in the Life of a Data Scientist in 2026

The role of the data scientist is undergoing a profound transformation. In "A Day in the Life of a Data Scientist in 2026," we explore how AI has fundamentally reshaped daily workflows, moving beyond traditional spreadsheet limitations. Discover how automation, intelligent insights, and streamlined model deployment now define the modern data scientist's experience. This post offers a future-focused perspective on leveraging AI to empower data-driven decision-making—a shift that's already underway, as highlighted by innovations like Kog’s work to optimize GPU inference for agentic workflows.
US courts will start publishing how often the government uses spyware
TechCrunch

US courts will start publishing how often the government uses spyware

Following increased scrutiny of government surveillance practices, US courts will soon begin publishing data detailing the frequency with which judges authorize the use of spyware for wiretapping suspected criminals. This disclosure, announced by the Administrative Office of the U.S. Courts, represents a significant step toward transparency in judicial oversight of digital surveillance. For further context on related surveillance technologies, explore our article on “Flock says its new tool will help identify police abuse.
Kog is going deeper to squeeze more inference out of GPUs
TechCrunch

Kog is going deeper to squeeze more inference out of GPUs

The narrative around GPUs and AI agents has often framed the former as ill-suited for the latter. French startup Kog challenges this perception, announcing deeper optimizations to maximize inference capabilities within GPUs. This represents a significant shift, potentially unlocking new efficiencies for agentic workflows. Kog’s advancements promise to empower developers with more accessible and performant AI solutions. For those interested in exploring the broader landscape of accessible AI models, see our recent article on Meta’s Glimmer release.
Apple proposes to take a 15% cut of purchases made outside the App Store
TechCrunch

Apple proposes to take a 15% cut of purchases made outside the App Store

Apple is seeking court approval to implement a 15% commission on purchases facilitated through external links within iOS apps, a significant shift in its App Store policies. This proposal, currently before a federal judge, would allow Apple to collect fees on transactions previously bypassing the App Store. The move signals a potential response to growing scrutiny regarding app store economics. For deeper insight into Apple’s evolving strategies, explore our coverage of discussions surrounding payments to publishers for Siri news integration.
Hyperscalers might regret embracing natural gas if new forecast proves correct
TechCrunch

Hyperscalers might regret embracing natural gas if new forecast proves correct

Hyperscalers face a potentially significant challenge as a new forecast suggests natural gas prices could triple in select U.S. regions. This surge could translate into massive energy bills for data centers powering the AI revolution. While natural gas remains a prevalent energy source, this development underscores the need for future-focused energy strategies. As SpaceX’s Terafab project demonstrates, reliance on natural gas isn't guaranteed to fade quickly. Explore our coverage of evolving data center infrastructure, including Runware’s innovative modular approach, for deeper insights.
Does Mark Zuckerberg really believe AI is ‘for everyone’?
TechCrunch

Does Mark Zuckerberg really believe AI is ‘for everyone’?

Mark Zuckerberg’s recent call for AI accessibility—fueled by Meta’s release of Glimmer, an open-weight AI model—raises a critical question: does he genuinely believe AI should be “for everyone”? Glimmer's availability contrasts sharply with Meta’s more powerful Muse Spark, highlighting a strategic divergence. While Zuckerberg advocates for broader access, concerns linger about control and equitable distribution. Explore the nuances of this debate and discover how accessible AI tools are reshaping the landscape—consider, for instance, how to build a simple AI web scraper with Python.
Unforgetful is a new reminders app for people who can’t stop hitting snooze
TechCrunch

Unforgetful is a new reminders app for people who can’t stop hitting snooze

For those who consistently battle the snooze button, Unforgetful offers a powerful solution. Developed by longtime indie developer Marco Arment, this new reminders app is engineered to ensure you *actually* remember what you need to do. Unforgetful makes reminders significantly harder to dismiss, addressing a common productivity hurdle. Explore a fresh approach to task management and reclaim control of your day.
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