Reading up on Amazon
81 deep · digging since nov 19, 25
- Redeploying Claude Fable 5 \ Anthropic
Anthropic redeploys Claude Fable 5 after export controls lift, with updated safeguards and a proposed industry jailbreak severity framework.
- Claude Code turned every engineer into three. Now companies need more product thinkers
AI coding tools like Claude Code have tripled engineering output, shifting the bottleneck from coding to product decisions, requiring engineers to focus on fundamentals and product thinking.
- 🔮 The state of the AI economy
A bottom-up analysis finds the generative AI economy generated $110B in sales over the past 12 months, with a $175B annualized run rate.
- About Those "Hackquisitions"...
Big tech's early 'hackquisitions'—talent deals without full acquisitions—have largely failed, with key hires departing quickly and internal chaos ensuing.
- Jeff Bezos Wants to Build an ‘Artificial General Engineer’
Jeff Bezos's startup Prometheus is building an artificial general engineer using AI to accelerate the design and manufacturing of devices like computers and jet engines.
- The Cloud Has Sound: The Unrelenting and Unseen Cost of A.I. Data Centers
Residents near AI data centers report health problems from constant low-frequency vibrations, highlighting an overlooked cost of infrastructure buildout.
- Blue Origin and Amazon Had Momentum. Then Came the Fireball.
A rocket explosion on the launchpad sets back Jeff Bezos's Blue Origin and Amazon, which had been gaining on SpaceX and Starlink.
- How to be successful interviewing for big tech
Postman's interview process replaces LeetCode puzzles with take-home tasks, allows AI usage, and evaluates tradeoffs and collaboration rather than memorization.
- Is AI Profitable Yet?
Frontier AI companies have spent $1.5T on infrastructure and operations but earned only $769B in revenue, leaving nearly all heavily unprofitable while Nvidia captures the majority of profits.
- Amazon employees are "tokenmaxxing" due to pressure to use AI tools
Amazon employees are inflating AI token usage metrics (tokenmaxxing) due to pressure from management, leading to perverse incentives and widespread criticism.
- A nicer voltmeter clock
A maker builds a cleaner analog voltmeter clock using CNC-machined maple enclosure, custom decals, and kerf-bent wood side walls, documenting the process.
- Jeff Bezos Praises Trump’s Second Term as ‘More Mature’
Jeff Bezos publicly praised Donald Trump's second term as 'more mature' and denied adjusting Amazon or Post policies to win presidential favor.
- Amazon’s Panos Panay: We’re not necessarily going after a phone
Amazon's devices chief Panos Panay says the company is not primarily focused on making a smartphone, instead emphasizing Alexa+ as an AI-powered upgrade to its voice assistant after overcoming technical delays.
- Alexa is moving into Amazon․com
Amazon integrates Alexa Plus into its shopping site, replacing Rufus, enabling AI-powered product search, price alerts, and auto-purchasing across devices.
- Streaming, Toilet Paper, Underwear: Subscription Fatigue Is Setting In
Consumers increasingly resist subscription models for everyday goods and services, signaling a backlash against recurring payments for everything from streaming to toilet paper.
- Amazon launches 30-minute delivery across the US
Amazon launches Amazon Now, a 30-minute delivery service for thousands of items across dozens of U.S. cities, undercutting competitors on price for Prime members.
- Higher usage limits for Claude and a compute deal with SpaceX
Anthropic doubles Claude Code rate limits and API capacity for Opus models, enabled by a new compute partnership with SpaceX's Colossus 1 data center.
- Amazon’s Durability – Stratechery by Ben Thompson
Amazon's decade-long investments in infrastructure, custom silicon, and physical-world operations position it to dominate the inference era of AI.
- 15 Stocks That Made Investors the Most Money Over the Past 10 Years
Over the past 10 years, 15 stocks created $27 trillion in shareholder wealth, led by tech companies with wide economic moats and strong growth.
- Amazon Built a Massive Supply Chain for Itself. Now It’s for Hire. - WSJ
Amazon is opening its logistics network to all businesses as Amazon Supply Chain Services, aiming to replicate the AWS model in supply chain management.
- Why Jeff Bezos and Lauren Sánchez Bezos Are Sponsoring the Met Gala - WSJ
Jeff Bezos and Lauren Sánchez Bezos integrate into fashion's elite through Amazon's expansion into apparel and their philanthropic work.
- Meta tells staff it will cut 10% of jobs
Meta announces a 10% workforce reduction, continuing a pattern of large tech layoffs amid economic uncertainty and AI-driven efficiency efforts.
- Anthropic just overtook OpenAI with $1 trillion valuation
Anthropic hit a $1 trillion valuation on secondary markets, surpassing OpenAI's $880 billion, driven by rapid revenue growth.
- Amazon’s Car Sales Bet Is Getting Bigger With New Brands and More Cities - WSJ
Amazon has expanded its Amazon Autos car sales program to over 130 cities, adding Kia, Mazda, Subaru, Chevrolet, and Jeep to its offerings.
- Nobody is coming to save your career
Hacker News commenters argue career growth is self-driven, not a manager's responsibility, while criticizing Amazon's lack of mentorship.
- Amazon CEO takes aim at Nvidia, Intel, Starlink, more in annual shareholder letter
Amazon CEO Andy Jassy's shareholder letter defends $200B capex by touting custom AI chips and satellite internet, while challenging Nvidia, Intel, and Starlink.
- Nobody Is Coming to Save Your Career - by Steve Huynh
No manager will proactively develop your career; the individual must drive every promotion and opportunity themselves.
- An exclusive tour of Amazon's Trainium lab, the chip that's won over Anthropic, OpenAI, even Apple
Amazon's Trainium chip is winning customers like Anthropic, OpenAI, and Apple as a cheaper Nvidia alternative, with 1.4 million chips deployed.
- Perplexity launches Perplexity Health agent in US
Perplexity launches Perplexity Health in the US, a private AI health hub with data dashboards and specialized agents, competing with Microsoft and OpenAI.
- Ask HN: What is it like being in a CS major program these days?
CS students and professors report that AI is reshaping assignments and career expectations, with top firms recruiting less on campus and faculty unsure how to set appropriately difficult project work.
- Amazon Launches 1-Hour Delivery in Hundreds of U.S. Cities - WSJ
Amazon launches one-hour and three-hour delivery in hundreds of U.S. cities to compete with Walmart's growing threat.
- U.S. Tech Giants Flocked to the Persian Gulf. Now They Are Targets. - The New York Times
Iran threatened cyberattacks against U.S. tech infrastructure in the Persian Gulf, where Amazon and Google made deals to fund A.I. development.
- Agentic Commerce
AI agents are shifting commerce from platform-controlled discovery to buyer-driven search, with Amazon, ChatGPT, and B2B sourcing tools like Accio leading early adoption.
- A.I. Chatbots Want Your Health Records. Tread Carefully. - The New York Times
Microsoft upgrades its AI assistant to track health records, following Amazon and OpenAI, warning users of both benefits and risks.
- Amazon is determined to use AI for everything – even when it slows down work | Technology
Amazon pressures corporate employees to use AI tools like Kiro, but workers say the tools hallucinate, reduce productivity, and increase surveillance.
- After outages, Amazon to make senior engineers sign off on AI-assisted changes
Amazon requires senior engineers to sign off on AI-assisted code from junior and mid-level engineers after a six-hour outage caused by an erroneous AI-generated deployment.
- The Smart Home Never Quite Worked. Now It’s Getting an A.I. Reboot. - The New York Times
Amazon and Google bet AI assistants like Alexa+ and Gemini will finally make smart home setup easy, but core usability and reliability problems persist.
- Don't become an engineering manager
Commenters push back against the article's advice, arguing that EM and staff engineer roles vary by company and that management is a different function, not a step down.
- Don't become an Engineering Manager - by Anton Zaides
Citing rapid AI tooling shifts, flattened ladders, and lower total comp, the author argues senior engineers should decline Engineering Manager promotions and stay individual contributors.
- Amazon Tries Its Low-Cost Approach to Winning the AI Race - WSJ
Amazon plans to win the AI race by using in-house chips and low-cost models, targeting enterprise customization over competing with frontier labs.
- Amazon accused of widespread scheme to inflate prices across the economy
Hacker News commenters debate California's antitrust lawsuit accusing Amazon of forcing sellers to inflate prices on competing platforms, harming consumers.
- Scaling AI for everyone
OpenAI raises $110B at $730B valuation from SoftBank, NVIDIA, and Amazon to scale AI infrastructure and products.
- Head of Amazon’s AGI lab is leaving the company
David Luan, head of Amazon's AGI lab, is leaving the company less than two years after joining through the acqui-hire of his startup Adept.
- Tech Firms Aren’t Just Encouraging Their Workers to Use AI. They’re Enforcing It. - WSJ
Tech companies like Meta, Google, and Amazon are mandating AI use, tracking it in performance reviews and requiring AI fluency for new hires.
- How H-1B visa changes are fueling tech hiring in India - Rest of World
U.S. tech giants are sharply increasing hiring in India due to H-1B visa restrictions, with AI and deep tech roles dominating new openings.
- Amazon Ring's lost dog ad sparks backlash amid fears of mass surveillance
Amazon Ring aired a Super Bowl ad promoting its AI-powered neighborhood surveillance to find lost dogs, reigniting backlash over privacy and mass surveillance concerns.
- From Svedka to Anthropic, brands make bold plays with AI in Super Bowl ads
Multiple brands including Svedka, Anthropic, and Meta used AI to create or promote Super Bowl ads, highlighting AI's growing role in advertising.
- The Anthropic Hive Mind. As you’ve probably noticed, something… | by Steve Yegge | Feb, 2026
Anthropic operates as a chaos-driven hive mind with more work than people, a model Steve Yegge argues will define successful companies as AI accelerates development.
- Loyalty Is Dead In Tech - by Nikunj Kothari - Balancing Act
Tech founders increasingly abandon their startups via licensing deals with Big Tech, leaving employees behind and breaking an unwritten oath of loyalty.
- Melania Trump Documentary Premiere: Who Was at the Kennedy Center - The New York Times
Top White House officials attended the Kennedy Center premiere of Amazon's documentary about first lady Melania Trump.
- Trump and First Lady Attend Premiere of ‘Melania’ at Kennedy Center - The New York Times
Amazon paid Melania Trump's production company $40 million for a film and $35 million for its promotion, as Trump and the first lady attended its premiere at the Kennedy Center.
- Amazon’s $35 Million ‘Melania’ Promotion Has Critics Questioning Its Motives - The New York Times
Amazon spent $35 million promoting its documentary on Melania Trump, exceeding typical documentary budgets and raising questions about its motives.
- Amazon cuts 16k jobs
Hacker News commenters argue that Amazon's 16,000 job cuts are driven by offshoring and H1B visa fee increases, not AI.
- Amazon to Cut 16,000 Jobs in Latest Round of Layoffs - The New York Times
Amazon is cutting 16,000 jobs in a new round of layoffs as it redirects spending toward data centers for the AI race.
- Exclusive: Amazon plans thousands more corporate job cuts next week, sources say
Amazon plans a second round of corporate job cuts next week as part of a goal to eliminate about 30,000 corporate positions.
- My time at Amazon, Part I - Becca Selah
A self-taught designer recounts her time at Amazon, detailing the rigid level system, the pressure to impress executives, and how motherhood forced her to confront the trade-offs of corporate ambition.
- Postal Arbitrage
By purchasing items under $0.78 with free Prime shipping and adding a gift note, one can send a physical object for less than the cost of a postage stamp.
- Global AI computing capacity is doubling every 7 months
Global AI computing capacity from chips has grown 3.3x per year since 2022, doubling every seven months, with NVIDIA supplying over 60%.
- Beyond the Replica: The Case for First-Principles Agents — Chase Hughes
Building AI agents that replicate human workflows traps them in a local optimum; true efficiency requires designing around the problem's objective function instead.
- Tech That Will Change Your Life in 2026 - WSJ
The article predicts that 2026 will bring a revamped Siri, foldable iPhones, brain implants, and electric supercars, while AI creates challenges in healthcare and cybersecurity.
- Amazon faces a dilemma — fight AI shopping agents, or join them
Amazon faces a dilemma between blocking external AI shopping agents like OpenAI's Instant Checkout and partnering with them, as the company risks losing control over e-commerce transactions to these agents.
- Show HN: Books mentioned on Hacker News in 2025
A curated list aggregates books most frequently mentioned on Hacker News in 2025, with SICP, Clean Code, and Crafting Interpreters topping programming mentions.
- ADD / XOR / ROL: The missing OS
Large-scale distributed infrastructure lacks a complete datacenter OS analogous to a single-machine OS, with only fragmented proto-OS components existing today.
- How Tech’s Biggest Companies Are Offloading the Risks of the A.I. Boom - The New York Times
Tech giants are structuring data center investments to shift the financial risks of the AI boom to partners and investors.
- Ask HN: Is it just me or techno-optimism died in the past few years?
A Hacker News discussion reflects that techno-optimism has declined as many now view companies like Airbnb, Uber, and Amazon as harmful, and AI as the latest hype cycle.
- Let's put Tailscale on a jailbroken Kindle
Tailscale details how to set up its VPN on a jailbroken Kindle for easier SSH access, file transfer via Taildrop, and integration with KOReader.
- Silicon Valley Builds Amazon and Gmail Copycats to Train A.I. Agents - The New York Times
Startups are recreating simplified clones of Amazon, Gmail, and other web services to train AI agents on how to perform real-world online tasks, aiming to replace human white-collar work.
- Everyone in Seattle hates AI
Commenters in a Hacker News discussion express resentment toward AI due to forced adoption and layoffs, though some see productivity gains.
- Tech predictions for 2026 and beyond
In 2026, technology will shift to an 'AI in the human loop' era, transforming companionship, software development, quantum security, defense, and education.
- Self-Driving Taxis Are Catching On. Are You Ready? - The New York Times
Amazon’s Zoox robot taxi launches in San Francisco to challenge Waymo, highlighting both the progress and remaining drawbacks of autonomous ride-hailing services.
- Ask HN: Senior people, how did your career evolve?
A senior engineer with 20 years of experience feels stuck—they've mastered the stack but find work repetitive and lack influence, so they're considering freelancing or game dev despite industry drawbacks.
- Amazon cut thousands of engineers in its record layoffs, filings show
Nearly 40% of Amazon's 4,700 layoffs in four states were engineering roles, as the company cuts bureaucracy to invest in AI.
- We Bought a 450-Pound Mystery Pallet. Here’s What We Found.
Buying a 450-pound mystery pallet of returned and overstock goods reveals the massive scale of waste and surplus in the retail ecosystem.
- Robotaxis and Suburbia – Stratechery by Ben Thompson
Robotaxis and same-hour delivery will shrink the convenience gap between suburbs and cities, potentially ending the urbanist revival and challenging Uber's long-term model.
- GPU depreciation could be the next big crisis coming for AI hyperscalers — after spending billions on buildouts, next-gen upgrades may amplify cashflow quirks
Rapid GPU upgrade cycles threaten to make hyperscalers' hardware unprofitable, creating a financial crisis from accelerated depreciation and risky loans.
Takes
Knockoff is now live! Filter out the knockoff crap brands on Amazon. Sorry to brands like WNPETHOME, EHEYCIGA, YXYL, LU&MN, JOYIN, TOMY, GODONLIF, YOOJEE, LINGTENG, LANEIGE, VISCOO, BIODANCE, COOFANDY, BALENNZ, TOSY and LUENX. https://knockoff.shopping
@Shpigford
built a little chrome extension that lets you dim (or hide!) all the crap, mass-produced, fake brands on amazon. should i release it?
@Shpigford
The Hardware Coup: Why AI Hardware Just Changed Forever
@ai
look sometimes you need to throw AI at the big problems: like buying the best can opener in the world @nwilliams030 is tired of buying cheap crap. paid influencers, fake reviews, dropshipped garbage -- so she build a @claudeai brain to find things worth buying. In this week's ep, she shows us how she: - catalogs her exact purchasing criteria - has claude help find quality products from 100 year old brands at the same price as amazon - raise red flags (PE acqusitions!) in instagram feed products - use cowork to manage complicated returns Full episode on yt:
@clairevo
every hit product in the past few years could have been made by an established company shopify could have made cursor airbnb could have made claude code stripe could have made lovable everyone will have good reasons as to why but remember amazon made aws
@thdxr
https://t.co/mVw8YUoslZ
@ArtemXTech