
Dreaming of an Ultralight Mac ↦
The article explores a potential fourth tier in Apple’s laptop lineup—a premium ultralight MacBook weighing under two pounds, featuring a high‑resolution display and all‑day battery life. It argues that while the MacBook Air covers the current lightweight market, a truly compact, high‑performance device could fill a niche for frequent travelers willing to pay a premium. The author questions the feasibility, citing macOS UI elements that have grown larger and may not scale well to a sub‑13‑inch screen. Ultimately, the piece doubts sufficient market demand to justify development.

Reddit CEO Steve Huffman Feels AI Won't Impact Entry Level Jobs for New Graduates — Here's Why
Reddit CEO Steve Huffman told the "Sourcery with Molly O'Shea" podcast that generative AI can lift software‑engineering output by 50‑100 percent, but it won’t shrink entry‑level headcount. He said the company’s current bottleneck is code review, not a shortage of...

FDA Drug Safety Communication: Cefepime and Risk of Seizure in Patients Not Receiving Dosage Adjustments for Kidney Impairment
The FDA issued a Drug Safety Communication reminding clinicians to adjust cefepime doses for patients with creatinine clearance ≤ 60 mL/min. Non‑convulsive status epilepticus has been linked to inappropriate dosing, with 59 reported cases since 1996, 58 of which involved renal dysfunction...
Over 1,200 New EV Charging Stalls Deployed By EVgo In 2025
EVgo announced it installed more than 1,200 new fast‑charging stalls in 2025, expanding its U.S. network to 5,100 stalls across 47 states. The company recorded a 366 GWh public‑network throughput, surpassed 1.6 million customer accounts, and generated $384 million in revenue, a 50%...

One-Page Guide to Building OpenAI AI Agents
Here's a 1-page summary of how to build AI Agents by OpenAI Bookmark this for later 📑
Essential Skills for Leading an AI-Agent Workforce
8 Skills You Need to Manage the New AI-Agent Workforce As AI agents become part of everyday workflows, leaders will need new skills to supervise, guide and integrate this emerging digital workforce. Read more 👉 https://lnkd.in/eqaxBjh4 #AI #Leadership #FutureSkills #BernardMarr
New 5‑Pillar SaaS Metrics Engine Enables AI‑Powered Benchmarking
My 5 Pillar SaaS Metrics framework has been core to helping SaaS & AI founders and students in my Academy. I'm about to release the framework in my next code push to production for my SaaS metrics engine. My framework...
Young Workers Reshape Careers, Embracing AI and Hands‑on Roles
Young workers are already adapting to an AI-shaped job market. Some are moving toward hands-on roles that are harder to automate, while others are leaning into AI itself by learning how to use and work with it. The shift is less...

The '80s Car Feature That Would Fit Perfectly In The AI Hellscape Of Today
Chrysler’s 1983 Electronic Voice Alert (EVA) was an early in‑car voice system that announced door, seatbelt and fuel status with pre‑recorded messages. Today’s AI‑driven Advanced Driver Assistance Systems (ADAS) echo that concept, delivering real‑time alerts that many drivers find intrusive....

'Crimson Desert' Issues on Xbox PC Underpins the Vast Amount of Work Required for Xbox Helix — Xbox PC Can't...
Microsoft’s Xbox Play Anywhere release of the AAA title Crimson Desert crashed on launch for PC users, exposing reliability gaps in the Xbox PC ecosystem. The issue was temporarily resolved by updating the Xbox app and the game through the...

INTERVIEW: Armir Harris, Founder & CEO, CharterUP
CharterUP, the largest group‑transportation marketplace in North America, has teamed up with autonomous‑technology firm Holon to embed self‑driving shuttles into its AI‑enabled platform. The partnership will roll out Holon’s integrated autonomous mobility solution across campuses, airports, transit agencies and private...

The Making Of A $500Mn SaaS Powerhouse: Inside Wingify’s Merger With AB Tasty
Wingify, the maker of Visual Website Optimizer (VWO), merged with French competitor AB Tasty in January 2026, forming a $500 million SaaS powerhouse. The combined entity now reports roughly $120 million in annual revenue and serves about 4,000 customers across the US...

FDA Drug Safety Communication: Seizure Risk for Multiple Sclerosis Patients Who Take Ampyra (Dalfampridine)
The FDA issued a Drug Safety Communication warning that dalfampridine (Ampyra), approved to improve walking in multiple sclerosis patients, carries a significant seizure risk, especially shortly after therapy initiation. Post‑marketing data show most seizures occur within days‑to‑weeks and in patients...
Understanding How Digital Training Enhances Healthcare Worker Perceptions of HIV Index Case Testing: A Qualitative Explanatory Analysis
A cluster‑randomized trial in Malawi compared standard in‑person training with an enhanced digital training program for health care workers (HCWs) delivering HIV index case testing. The enhanced arm received 20 synchronous and asynchronous digital sessions featuring checklists, video vignettes, practice...

Evolutionary Code Optimization: How Datadog Automates Low-Level Performance Tuning
Datadog engineers moved from hand‑tuning Go assembly to an automated system called BitsEvolve that leverages large language models and evolutionary algorithms to optimize low‑level code. Manual removal of redundant bounds checks alone delivered a 25% CPU reduction on targeted functions....

Xiaomi Priced Its MacBook Pro Rival Under $1,300
Xiaomi has re‑entered the premium laptop market with the Book Pro 14 2026, priced from 8,499 yuan (about $1,275). The ultrabook ships with Intel’s new Panther Lake Core Ultra X7 358H processor, up to 32 GB LPDDR5X RAM, a 14.6‑inch 3.1K OLED touchscreen that reaches 1,600 nits...

The 78x Token Tax That's Killing Local AI Agents (And the One Model That Survives It).
The author evaluates LangChain's Deep Agents framework on a consumer‑grade RTX 4080 SUPER, discovering a massive token overhead that inflates API‑like calls by up to 78 times. A simple query that costs 77 tokens via Anthropic’s API expands to nearly 6,000 tokens when...
ELT Dominates: Load Fast, Transform In‑warehouse Layers
ETL (Extract, Transform, Load): Transform before loading into the warehouse ELT (Extract, Load, Transform): Load first, transform inside the warehouse The shift to ELT happened because cloud warehouses became cheap and powerful enough to do transformations. Why pay for a separate ETL server...
Metrology-Driven Optical NDE for Screening ICT Probe-Induced Indentations on PCB Pads
In‑circuit testing (ICT) can leave micro‑indentations on PCB test pads, risking surface integrity and latent failures. Researchers introduced a non‑contact optical NDE method that combines high‑resolution microscopy with metrology‑driven feature extraction to quantify these indentations. Validation on a 2,000‑image dataset...

I Rode the Xiaomi Electric Scooter 6 Ultra, and It Gives Segway and Apollo a Run for Their Money
Xiaomi unveiled its sixth‑generation scooter line at MWC, featuring five models, with the flagship Scooter 6 Ultra positioned as an off‑road, high‑performance option. The Ultra packs a 500 W motor, 1,200 W peak output, 12‑inch all‑terrain tyres, dual swing‑arm suspension, and a 585 Wh battery...

Best VPN for Apple TV in 2026: Unlock a World of Streaming With Our Top Picks
The article ranks ExpressVPN as the top VPN for Apple TV in 2026 after extensive testing. It highlights ExpressVPN’s easy‑to‑use app, over 3,000 servers in 105 countries, Lightway protocol, and strong privacy features, while noting its higher price. Close runners‑up...

Fast, Vast and Generic: How AI Misuse Can Thwart Your Clients' PR Goals
The article warns PR professionals that using large language models like ChatGPT to draft media responses can damage both client and agency reputations. It highlights real‑world scenarios where AI‑generated replies are spotted as inauthentic, undermining subject‑matter authority. Practical guidance includes...

Built a Month’s Work in Just Two Days
A month of engineering work compressed into 2 days. That's what we shipped for World Sleep Day. We curated a team of 21 agents covering data engineering, biostatistics, public health, visual design, and even data governance and ethics in the...
ChatGPT vs Realtor
A Florida homeowner used ChatGPT to list and sell his house, handling description writing and transaction steps automatically. The buyer, represented by Avanti Way agent Elinor Solomonoviz, identified a significant pricing gap of $50‑$100 per square foot and negotiated a...

FDA Drug Safety Communication: FDA Recommends Against Use of Revatio (Sildenafil) in Children with Pulmonary Hypertension
The FDA issued a drug safety communication recommending that Revatio (sildenafil) not be prescribed to children aged 1‑17 for pulmonary arterial hypertension. A long‑term pediatric trial of 234 patients showed no exercise benefit and a three‑fold increase in mortality at...
AI Agents Masquerade as Founders; Platforms Lag Behind
An AI agent was used as a “cofounder” on LinkedIn and quickly gained traction before getting banned. It shows how easily agents can step into spaces designed for humans and perform convincingly enough to build presence and influence. But platforms are...
Generative AI Poised to Monetize Private Data Troves
I want to continue a bit on this subject, which (so far) I see very little concern about. There are vast stores of private data that we’ve built up in various places, including messaging apps. A real “killer app” for...
Bilt Buys Sion for $30M and It’s About the Data
Bilt Rewards acquired travel‑commission platform Sion for $30 million, its second major deal after buying receipt‑data firm Banyan. Sion serves over 8,000 travel advisors and processes more than $7 billion in booking revenue, giving Bilt unprecedented access to travel transaction data. While...

AI-Native PMs Must
I have an essay on what it means to be an AI native PM which touches on the topics below related to PMs wearing multiple hats. I’m torn between scrapping it as we are overdosing on AI think pieces or sharing...

Poland Marks First Flights of ZEUS Unmanned Aircraft
Poland’s Ekolot Aerospace & Defense completed the inaugural test flights of its ZEUS unmanned aircraft, demonstrating stable, autonomous operation in conventional take‑off and landing (CTOL) mode. The modular platform, developed with Spain’s UAV Navigation‑Grupo Oesía, can be reconfigured for VTOL...

VoidStealer Malware Steals Chrome Master Key via Debugger Trick
VoidStealer, a malware‑as‑a‑service platform, now bypasses Chrome’s Application‑Bound Encryption by attaching a debugger and setting hardware breakpoints to capture the v20_master_key in plaintext. The technique extracts the master key directly from memory during browser startup, requiring no privilege escalation or...

Competitive ELISA Explained: Mechanism, Data Interpretation, and Research Applications
Competitive ELISA is a plate‑based assay where an enzyme‑labeled antigen competes with sample antigen for a limited antibody binding site, producing an inverse signal. As target concentration rises, the measured colorimetric signal falls, generating a descending standard curve. The format...

WBRs vs QBRs
Weekly Business Reviews (WBRs) and Quarterly Business Reviews (QBRs) serve distinct purposes in RevOps. WBRs are operational, short‑term check‑ins that surface pipeline health, at‑risk revenue, and execution friction. QBRs are strategic, quarterly deep‑dives that explain performance trends, diagnose root causes,...

Offshore Wind Farms Could Host Future Data Centers
Where will we find the space for new data centers? Startup Aikido Technologies points to offshore wind farms as the answer. https://spectrum.ieee.org/data-center-floating-wind-turbine

SaaS Valuations Plunge, yet Growth Stays Robust
SaaS valuations have reset — but growth remains intact. Significant multiple compression - Median EV/Sales declined from 15–17x to 4–5x. Median subscription SaaS snapshot 👇 • EV/Sales: 4.7x • NTM Growth: 16.5% • 51 public companies • for SaaS companies (including device / fixed-capacity subscriptions and...

Grab the Sapphire Nitro+ Radeon RX 9070 XT for $799.99 — Comes Bundled with 1000W PSU and Free Copy of...
Sapphire’s Nitro+ Radeon RX 9070 XT is now listed at $799.99 on Newegg, down $150 from its prior $949.99 tag, and includes a Rosewill 1000W power supply and a free copy of Crimson Desert. The card sports AMD’s RDNA 4 architecture, 16 GB GDDR6,...

AI Hallucinations Top Public Anxiety Despite Expected Improvements
"Around 27% of respondents said they were most anxious about mistakes made by AI, known as hallucinations, followed by 22% concerned about job displacement and the impact on human autonomy. About 16% of users were worried about the technology’s impact...
Speed without Direction Makes LLMs Useless
Velocity is a vector of speed and direction. If you use LLMs only to improve speed without carefully aligning the direction you'll end up building something useless.
Research Before Calls: Stand Out From Bad Sales Reps
Bet - The prospect joining your call, has experienced some awful sales reps before. Reps who don't understand their business, know how they make money, or even pronounce their name right. Unfortunately, the bar is very low in sales. You need to set...

AdVon AI Threatens Journalists, Reshapes Media Content
#WhosNext? Media Journalists? Meet AdVon, the #AI-Powered Content Monster Infecting the Media Industry. (Futurism) https://t.co/HywUCAzpX1 https://t.co/TgXXsQtQrF
Chinese PV Wafer Prices Drop Amid Weak Demand
Chinese PV Industry Brief: Wafer prices fall on weak demand #energysky -- via pv magazine global: https://t.co/Lzcqrequzf

Claude's 12 Prompts Turn Zero to $20K YouTube
Claude can now build your YouTube channel like MrBeast's strategy team for free. Here are 12 Claude prompts that take your channel from zero to $20,000👇 (Save before your competitors do) https://t.co/929BvScXCE
AI ‘Godfather’ Warns Firms Chase Profit over Future
‘Godfather of AI’ says tech companies aren’t concerned with the AI endgame. They’re focused on short-term profits instead https://t.co/DEj60Q96gI
Agentic Finance Offers Sovereign Superpowers, Not Just Automation
The roboadvisor thesis was democratization through automation The agentic finance thesis is sovereignty through intelligence Both remove friction. Only one gives you superpowers.

AI Coaching Boosts Measurable Empathy Communication Skills
AI can help us learn hard-to-teach skills, like empathy. Preregistered study of 968 people found almost no correlation between feeling empathic & communicating empathy. But a single practice session with an AI coach made people measurably better at it https://t.co/VDtdiNpw1J...

Simple Models Outpace Deep Learning in Most Bioinformatics Tasks
1/ Hot take: deep learning is overkill for 90% of bioinformatics problems. I've watched teams spend months building neural networks that get outperformed by XGBoost trained in an afternoon. Here's why simpler models keep winning. https://t.co/fjEiVVMu7r
Start Learning with Goals, Not Prompts, Using Kira
🎯 @Kira_Learning doesn't start with a prompt. It starts with your learning goal. 📝 Define your standards and it builds a full lesson with embedded formative checks. 🤝 Excited to partner with Kira for this post. https://t.co/5OHA7m8BiF
Neglected FAA Maintenance Grounds Five D.C. Airports
One Overheated Circuit Board Grounded 5 D.C.-Area Airports — After FAA Dropped Maintenance On Old Systems - View from the Wing https://t.co/pDNl8gYFgu
Set Clear KPIs First to Track Influencer ROI
#25Tips to Help You Select a B2B #SocialMedia Influencer Number 19. Define clear KPIs upfront to measure campaign success. Performance metrics are essential for tracking ROI. 📊📈 #MeasureSuccess https://t.co/CeFLuMSwYi

Your Profile Is the Ultimate Social Selling Pitch
The “Secret Sauce” of Social Selling: Why Your Profile is Your Best Pitch by @Timothy_Hughes https://t.co/8dMzYaxhZ9 @DLAIgnite #SocialSelling #DigitalSelling #Sales #SalesTips #SalesLeader #Salesforce #SalesEnablement #RevOps #Leadership #Marketing #MarketingStrategy https://t.co/KUCW3z7WpN