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Cleaning Time Series Data in Python: A Practical Guide
Programming
May 18, 2026freeCodeCamp

Cleaning Time Series Data in Python: A Practical Guide

Cleaning real-world time series data is complex due to its inherent temporal ordering. This guide provides a Python pipeline covering essential steps like auditing, reindexing, strategic missing value imputation, context-aware outlier detection, duplicate handling, frequency alignment, noise smoothing, and automated validation. It emphasizes domain-specific decisions and practical techniques for building robust data processing workflows.

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Graph-Enhanced RAG: Beyond Vector Search for Enterprise Data
Tech
May 18, 2026VentureBeat

Graph-Enhanced RAG: Beyond Vector Search for Enterprise Data

Graph-Enhanced RAG: Solving LLM Context Gaps in Production In a significant evolution for large language model (LLM) deployment, a new architectural pattern is emerging that promises to resolve critical context

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If you’re giving a commencement speech in 2026, maybe don’t mention
Tech
May 18, 2026TechCrunch AI

If you’re giving a commencement speech in 2026, maybe don’t mention

Recent commencement speeches at the University of Central Florida and the University of Arizona saw speakers booed for discussing artificial intelligence. Graduates expressed widespread pessimism about AI's impact on their future job prospects, reflecting broader anxieties about the economy. This trend suggests a significant shift in how the younger generation views technological advancements.

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Samsung, Union in Last-Ditch Talks to Avert Massive Chip Strike
Tech
May 17, 2026The Next Web

Samsung, Union in Last-Ditch Talks to Avert Massive Chip Strike

Samsung Electronics and its largest labor union are engaging in crucial negotiations Monday to prevent an 18-day strike. The dispute centers on profit sharing from the AI boom, with the Prime Minister warning of severe economic repercussions and hinting at emergency government intervention.

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Galaxy S26 Ultra Review: High Price, Low Hype
Review
May 17, 2026Android Authority

Galaxy S26 Ultra Review: High Price, Low Hype

The Galaxy S26 Ultra disappoints, feeling like a modest S23 Ultra-S rather than a true 2026 flagship. Despite a high $1,300 price, it offers limited innovation, questionable build decisions, and lags behind competitors in key areas like charging and camera tech.

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policy: He’s king of the AI boom. Why do former colleagues say he
Tech
May 17, 2026Washington Post Technology

policy: He’s king of the AI boom. Why do former colleagues say he

Sam Altman, OpenAI CEO, faced intense questioning about his honesty in a federal trial initiated by Elon Musk. This testimony, combined with statements from former colleagues, has reignited persistent concerns about his trustworthiness, impacting perceptions of a key figure in the AI boom.

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in-depth: Greg Brockman Officially Takes Control of OpenAI’s Products
Tech
May 16, 2026Wired

in-depth: Greg Brockman Officially Takes Control of OpenAI’s Products

OpenAI, the leading artificial intelligence research and deployment company, has officially named cofounder and President Greg Brockman as its head of product strategy. This significant executive reorganization,

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Osaurus Brings Local and Cloud AI Models to Your Mac
Tech
May 15, 2026TechCrunch AI

Osaurus Brings Local and Cloud AI Models to Your Mac

Osaurus, an open-source Mac application, has emerged to bridge the gap between local and cloud AI models, enabling users to choose their preferred AI while keeping data on their own hardware. Founded by Terence Pae, the app originated from a need to offer AI without continuous token costs, prioritizing user control and privacy. It supports numerous models and tools, offering a user-friendly interface and security through a virtual sandbox, aiming to shift AI reliance from data centers to local machines.

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in-depth: The US Is Using AI to Hunt Down Insider Trading on
Tech
May 15, 2026Wired

in-depth: The US Is Using AI to Hunt Down Insider Trading on

The Commodity Futures Trading Commission is deploying advanced AI tools and surveillance systems to aggressively pursue insider trading on prediction markets like Polymarket, even those operating offshore. This marks a significant escalation in regulatory enforcement, with CFTC Chairman Michael Selig vowing to identify and prosecute US citizens exploiting confidential information. The agency is responding to rising congressional pressure and has already made an arrest.

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OpenAI Launches Mobile Codex, Bringing AI Coding to Your Phone
Tech
May 15, 2026TechCrunch

OpenAI Launches Mobile Codex, Bringing AI Coding to Your Phone

OpenAI has announced the integration of its advanced AI coding tool, Codex, directly into the ChatGPT mobile application. This significant update empowers developers to monitor and manage their coding workflows remotely

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Palantir's Strong Numbers Overshadowed by Investor, German Exodus
Tech
May 15, 2026The Next Web

Palantir's Strong Numbers Overshadowed by Investor, German Exodus

Palantir Technologies faces a dual challenge: retail investors are selling off shares to rotate into semiconductors, while the German military has formally rejected the company for defense contracts. Despite strong Q1 revenue growth of 85% to $1.63 billion and raised full-year guidance, Palantir's stock is down 20% year-to-date, indicating a failure of its long-standing market narrative.

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Claude Code's '/goals' Separates Agent Work From Completion Decision
Tech
May 15, 2026VentureBeat

Claude Code's '/goals' Separates Agent Work From Completion Decision

Anthropic's new `/goals` feature for Claude Code revolutionizes AI agent reliability by separating task execution from goal evaluation. This prevents agents from prematurely ending tasks, using a dedicated evaluator model to ensure specified conditions are fully met before declaring completion. The innovation offers a more robust, auditable approach to AI agent deployment.

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Are we on a Road to Nowhere? Seattle's growth masks anxieties
Tech
May 15, 2026GeekWire

Are we on a Road to Nowhere? Seattle's growth masks anxieties

Seattle is experiencing a stark contradiction: rapid population growth alongside significant tech layoffs. This paradox highlights growing anxieties among tech leaders about the region's long-term trajectory, despite its historical role as a global innovation hub. Concerns about complacency and intense competition from other cities are rising, urging Seattle to adapt to the evolving AI era.

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startups: Software engineering’s bottleneck is no longer code: AI
Tech
May 14, 2026The Next Web

startups: Software engineering’s bottleneck is no longer code: AI

AI coding tools have fundamentally altered software development economics, making building code faster and cheaper than extensive planning. This shift has moved the bottleneck from execution to strategic judgment, requiring engineers and leaders to prioritize problem identification, design, and rapid iteration. Companies like Synthesia are pioneering new development models focused on speed of learning over sheer code output.

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Fighting Trump will make or break Disney’s new CEO: Josh D’Amaro
Tech
May 14, 2026The Verge

Fighting Trump will make or break Disney’s new CEO: Josh D’Amaro

Newly appointed Disney CEO Josh D’Amaro faces an unexpected battle with the Trump administration as Disney-owned ABC accuses the FCC of violating its First Amendment rights. The dispute centers on an FCC investigation into “The View” over the “equal time” rule, despite the show's long-standing exemption. This confrontation marks a pivotal moment for D'Amaro, challenging Disney's past strategies of appeasement and forcing a direct stand against government pressure.

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startups: Amazon puts Alexa inside the search bar as agentic commerce
Tech
May 13, 2026The Next Web

startups: Amazon puts Alexa inside the search bar as agentic commerce

Amazon has integrated its unified Alexa for Shopping AI assistant directly into its main search bar for US customers. This move consolidates the Rufus chatbot and Alexa+ functionalities, providing conversational answers, comparisons, and automated shopping tasks as agentic commerce intensifies. The strategic shift aims to defend Amazon's advertising business against competing AI agents.

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Amazon Unifies Alexa+ and Rufus for Enhanced AI Shopping Experience
Tech
May 14, 2026GeekWire

Amazon Unifies Alexa+ and Rufus for Enhanced AI Shopping Experience

Amazon has launched "Alexa for Shopping," unifying its Rufus e-commerce chatbot with the Alexa+ assistant to create a seamless AI-powered shopping experience across its platforms. This move directly challenges rival AI assistants like ChatGPT and Gemini by offering enhanced personalization, agentic AI features, and integrated functionalities for a more efficient buying process. The new service, which retires the Rufus name from the interface, will roll out in the U.S. soon, aiming to keep customers within Amazon's ecosystem.

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in-depth: Best Air Purifiers (2026): Coway, AirDoctor, IQAir, and
Tech
May 13, 2026Wired

in-depth: Best Air Purifiers (2026): Coway, AirDoctor, IQAir, and

Our 2026 review unveils top air purifiers from Coway, AirDoctor, and IQAir, featuring advanced HEPA and carbon filtration for mold, wildfire smoke, and VOCs. Discover models with smart features, quiet operation, and robust warranties for healthier home environments.

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startups: Meta employees protest new mouse-tracking software days
Tech
May 13, 2026The Next Web

startups: Meta employees protest new mouse-tracking software days

Meta employees across several US offices have launched a visible protest against the company's new mouse-tracking software, the “Model Capability Initiative,” just days before widespread layoffs are set to impact 8,000

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in-depth: NASA’s Curiosity Rover Got Its Drill Stuck on a Rock
Tech
May 13, 2026Wired

in-depth: NASA’s Curiosity Rover Got Its Drill Stuck on a Rock

NASA's Curiosity rover recently freed its drill after it became unprecedentedly stuck in a 28.6-pound Martian rock, 'Atacama.' The unique challenge took engineers nearly a week of remote maneuvers, showcasing their remarkable problem-solving and operational resilience.

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Tesla IPO Architect Joins Redwood Materials as Battery Firm Pivots to
Tech
May 13, 2026The Next Web

Tesla IPO Architect Joins Redwood Materials as Battery Firm Pivots to

Former Tesla CFO Deepak Ahuja joins JB Straubel’s Redwood Materials as CFO, strongly signaling an IPO. The company is pivoting from battery recycling to providing energy infrastructure for AI data centers using repurposed EV batteries, linking two major tech revolutions.

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Musk mulled handing OpenAI to his children, Altman testifies: latest
Tech
May 13, 2026TechCrunch

Musk mulled handing OpenAI to his children, Altman testifies: latest

OpenAI CEO Sam Altman testified this morning that Elon Musk once suggested passing control of a hypothetical for-profit OpenAI to his children. The dramatic revelation came during Altman's defense against Musk's lawsuit

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ai: Everything Google announced at its Android Show, from Googlebooks
Tech
May 13, 2026TechCrunch AI

ai: Everything Google announced at its Android Show, from Googlebooks

Google's recent Android Show unveiled Googlebook, a new line of Gemini-integrated laptops, alongside significant Android advancements. Updates include personalized vibe-coded widgets, expanded Gemini intelligence across apps and Chrome, enhanced in-car experiences, and global theft protection features, all ahead of the upcoming I/O developer conference.

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Amazon Now Goes National with Rapid 30-Minute Delivery
Tech
May 12, 2026GeekWire

Amazon Now Goes National with Rapid 30-Minute Delivery

Amazon has officially launched its "Amazon Now" 30-minute delivery service nationwide, expanding from its initial test markets to dozens of U.S. cities. The move positions Amazon to reach tens of millions of customers

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Enterprises Turn to TBM to Conquer AI Cost Spikes and Unlock Growth
Tech
May 12, 2026VentureBeat

Enterprises Turn to TBM to Conquer AI Cost Spikes and Unlock Growth

Enterprises face unprecedented challenges tracking AI ROI amidst surging, unpredictable costs. A new report shows 90% of tech leaders are uncertain, prompting a shift to Technology Business Management (TBM) to strategically align investments and manage expenditures for tangible growth.

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