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GPT‑5: Coding & Design (published by OpenAI on 2025-08-07) is a short web page listed under Research/Products/API; the author is not specified, and the page includes calls-to-action such as "Try ChatGPT", API access, and "Contact sales".
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SchoolAI builds an AI platform that empowers teachers
SchoolAI has deployed an OpenAI-powered, teacher-in-the-loop platform to 1 million classrooms across 80+ countries (as of 2025-09-22), embedding in 500 partnerships.
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Sora 2 is OpenAI’s September 30, 2025 video+audio generation model that advances world-simulation: better physics/object permanence, multi-shot controllability, and realistic audio.
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gpt-oss-safeguard is OpenAI’s open-weight research preview (released 2025-10-29) of two reasoning-based safety models (120B and 20B) that take a developer-supplied policy at inference and produce a classification plus chain-of-thought explanations.
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Qwen3.5-35B-A3B GGUF is a 24GB-VRAM-targeted quant build (posted 2026-02-25) that deliberately uses only legacy llama.cpp quant formats (q8_0, q4_0, q4_1); its Q4_0 variant is 19.776 GiB (4.901 BPW).
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OpenAI for Healthcare, announced 2026-01-08, packages ChatGPT for Healthcare and the OpenAI API (GPT‑5.2) into an enterprise HIPAA-oriented offering.
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Liquid AI's LFM2-24B-A2B, released 2026-02-24, is a sparse Mixture-of-Experts model with 24B parameters and about 2.3B active params per forward pass (40 layers, 64 experts, top-4 routing, conv+GQA hybrid).
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OpenClaw is an open-source personal AI assistant (published 2026-01-01) that runs locally or with remote models, installs via a one-liner, and connects to WhatsApp/Telegram/Slack/iMessage.
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Block-sparse GPU kernels
Block-sparse GPU kernels enable block-level sparsity (configurable patterns, optimized for 8×8/16×16/32×32) in fully-connected and convolutional layers so compute and storage scale with nonzero blocks.
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Safety Gym is an OpenAI toolkit (2019-11-21) that frames safe exploration as constrained reinforcement learning: agents maximize reward while meeting cost constraints.
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Triton, released by OpenAI on July 28, 2021, is an open-source Python-like JIT language that generates blocked Triton-IR compiled to LLVM/PTX to produce high-performance NVIDIA GPU kernels.
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OpenAI Codex is a code-focused descendant of GPT‑3 that maps natural-language instructions to working code, trained on billions of public code lines and natural language.
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The Moderation endpoint, released 2022-08-10, provides developers with GPT-based classifiers that flag sexual, hateful, violent, and self-harm content and is optimized for speed, accuracy, and robustness.
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Yabble uses OpenAI’s GPT‑3 to convert large volumes of unstructured customer feedback into sentiment-tagged themes and subthemes: Yabble Count processes thousands of comments and shortens analysis from days/weeks to minutes.
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The ChatGPT iOS app, released May 18, 2023, brings conversation syncing and Whisper-powered voice input to mobile users.
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Accurately analyzing large scale qualitative data
Viable uses fine‑tuned OpenAI models (originally GPT‑3, now GPT‑4) to analyze large volumes of unstructured customer feedback—support tickets, transcripts, and reviews—providing automated theme tagging, week‑over‑week trend analysis, churn‑risk signals, and user profiling.
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ChatGPT Enterprise (Aug 28, 2023) packages unlimited higher-speed GPT‑4 access, 32k token context windows, and Advanced Data Analysis for teams, plus customization and free API credits.
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Ironclad deployed AI Assist™ (beta March 2023, ported to GPT‑4 April 2023) to automate contract review by flagging redlines, offering pre-approved clauses from company Playbooks and supporting ChatGPT-style prompts; the feature preserves human oversight (accept/reject or disable) and reports a drop in initial-review time from ~40 minutes to ~2 minutes, with API data privacy assurances.
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Typeform's Formless beta (announced 2024-01-12) replaces traditional forms with GPT-3.5 Turbo and GPT-4–driven conversational flows that let respondents ask follow-ups, support automatic language translation, and perform conditionals and computations.
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Building AI-powered apps for business
Retool introduced Retool AI (published 2024-01-04), integrating GPT‑4 into its low-code platform so builders can assemble AI actions—like text generation and image description—into business apps via a visual canvas.
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Introducing ChatGPT Team
ChatGPT Team is OpenAI’s self-serve team plan (renamed ChatGPT Business on 2025-08-29) offering GPT‑4 with a 32K context window plus DALL·E 3, GPT‑4 with Vision, Browsing, and Advanced Data Analysis, custom GPTs, and admin/workspace controls.
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Superhuman integrated OpenAI’s API to create Superhuman AI, adding features like Write with AI, Rewrite/Write in Your Voice, Auto Summarize, and Instant Reply.
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MavenAGI launched on 2026-02-25 an automated customer-support agent built on GPT‑4 that ingests KBs and interaction logs, hooks into CRMs/APIs to take actions and personalize replies, and self-evaluates; validated on over 1M interactions, the company reports 93% autonomous answers, 60% faster resolutions, 2× agent productivity and ticket costs cut from $40 to $8.
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SearchGPT is a temporary OpenAI prototype (announced 2024-07-25) that pairs conversational models with live web retrieval to supply timely answers with clear, in-line attribution and sidebar source links.
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OpenAI o1-mini, released 2024-09-12, is a smaller model optimized for STEM reasoning and trained with the same high‑compute RL alignment pipeline as o1.
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Verdi, Mercado Libre’s AI development platform, uses GPT‑4o, GPT‑4o mini, GPT‑3.5 Turbo and GPT‑4 Vision plus Python nodes and APIs to let 17,000 developers build LLM-driven services via natural-language workflows without viewing source code.
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Model Distillation in the API (released 2024-10-01) provides an integrated pipeline—Stored Completions, Evals (beta), and fine-tuning—to distill outputs from GPT‑4o or o1‑preview into GPT‑4o mini.
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OpenAI's Realtime API (public beta from 2024-10-01) exposes streaming audio I/O over WebSocket with gpt-4o-realtime-preview to enable low-latency speech-to-speech conversations, interruption handling, and function calling.
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Rox goes “all in” on OpenAI
Rox is an AI-first revenue operations platform launched in 2024 that uses OpenAI’s API to combine fragmented data and run always-on 'agent swarms.' Its three-tier architecture (GPT‑4o mini for data unification, mid-tier models for reasoning, GPT‑4o + Realtime for interaction) enables reps to reclaim 8+ hours/week, boost engagement 35%, and double sales-accepted pipeline in beta deployments while iterating daily.
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Introducing ChatGPT Pro
ChatGPT Pro, announced 2024‑12‑05, is a $200/month tier offering unlimited access to o1, o1‑mini, GPT‑4o, Advanced Voice and an extra‑compute o1 pro mode that yields higher accuracy under a 4/4 reliability metric.
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Operator is OpenAI's research-preview browser agent (launched 2025-01-23) that uses a Computer-Using Agent (CUA) model—combining GPT-4o vision and reinforcement learning—to see and interact with webpages (typing, clicking, scrolling).
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OpenAI deep research is employed by Bain & Company researcher Reem Anchassi (published 2025-02-02) to understand complex industry trends; Anchassi reports the tools increase her personal capacity and free time for other research activities, enabling more efficient use of her analyst bandwidth.
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OpenAI's new audio suite (launched 2025-03-20) introduces gpt-4o-transcribe and gpt-4o-mini-transcribe with improved word-error-rate over Whisper, plus gpt-4o-mini-tts that supports 'steerable' voice style instructions.
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Study Mode is ChatGPT’s guided learning experience launched July 29, 2025, providing step-by-step tutoring across Free, Plus, Pro and Team tiers (ChatGPT Edu soon).
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GPT-5: Creative Writing is an OpenAI webpage published on 2025-08-07 (author unknown) that appears within the Research/ChatGPT sections; the available snippet includes page metadata and CTAs like "Try for free" and "Contact sales," but provides no substantive technical details, performance numbers, or methodology in the captured content.
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Work smarter with your company knowledge in ChatGPT
Company knowledge for ChatGPT (launched 2025-10-23) aggregates internal context from connected apps using a GPT‑5 model to produce cited, time-aware answers — it ranks sources by recency/quality, can run multiple searches to reconcile conflicting details, shows snippets in a sidebar, and supports admin controls (SSO, SCIM, IP allowlisting, RBAC, Compliance API) while not training on customer data by default.
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Introducing gpt-oss-safeguard
gpt-oss-safeguard is OpenAI's 2025-10-29 research preview of open-weight safety reasoning models in two sizes (120B and 20B) released under Apache‑2.0 and hosted on Hugging Face.
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Aardvark is an agentic security researcher powered by GPT-5 that continuously analyzes source-code repositories via threat modeling, commit scanning, sandboxed exploit validation, and Codex-generated patching.
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ChatGPT for Teachers is a free OpenAI workspace for verified U.S.
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Shopping research in ChatGPT, launched 2025-11-24, uses a GPT‑5 mini trained with RL to perform multi-source product research, ask clarifying questions, and produce personalized buyer’s guides in minutes.
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OpenAI Academy for News Organizations launched on 2025-12-17 to provide hands-on AI training and playbooks for journalists and publishers, including the 'AI Essentials for Journalists' course, practical modules on investigative research, translation, and data analysis, open-source tooling, and governance guidance; the effort builds on partnerships with AJP, Lenfest, News Corp and others and OpenAI's 800M weekly ChatGPT users.
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ChatGPT Health is a dedicated, privacy-focused ChatGPT experience announced 2026-01-07 that links users’ medical records and wellness apps (b.well, Apple Health, Function, MyFitnessPal) to provide personalized, contextualized health guidance.
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The Codex app unifies multi-agent development workflows on the desktop: launched for macOS (Windows added Mar 4, 2026), it runs agents in parallel threads, uses worktrees to avoid repo conflicts, supports Automations and a GitHub-hosted skills library, enforces configurable sandboxing, and integrates with CLI/IDE—backed by GPT‑5.2‑Codex and rising usage metrics.
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OpenAI Frontier, announced 2026-02-05, is an enterprise platform that delivers a semantic "business context" layer and an open agent execution environment so AI coworkers can run across local, cloud, or OpenAI-hosted runtimes.
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GABRIEL, released 2026-02-13 by OpenAI's Economic Research Team, is an open-source Python toolkit that lets researchers specify measurements in natural language and uses GPT to score unstructured text and images at scale.
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Talat is an example of a small but technically interesting AI product built around on-device inference rather than SaaS infrastructure.
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Audio-Technica's AT-LP120XUSB is positioned as a feature-rich modern turntable with both beginner-friendly and enthusiast-oriented capabilities.
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Withings’ BeamO is now being distributed directly through Apple as a connected home diagnostics accessory.
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9to5Mac’s March 24 deals roundup is primarily a retail pricing update on Apple hardware rather than a product or technical analysis, with the strongest discounts concentrated on recently launched Macs and premium wearables.
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Flighty’s March 2026 update extends its flight-tracking product into airport-level operational intelligence, packaging real-time disruption monitoring and forecasted delay trends into both the mobile app and a web interface.
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Flighty is expanding from flight tracking into airport operations intelligence by turning professional aviation data feeds into consumer-facing disruption alerts.
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Rolling Square’s Supertiny is presented as an ultra-portable “just in case” charger for Apple Silicon laptop users who usually rely on battery life but want lightweight backup power.
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Denon expanded its home audio lineup with three new multi-room speakers aimed at the Sonos market, combining HEOS app-based control with Dolby Atmos support on the higher-end models.
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Brooks is running a consumer promotions push centered on first-order discounts, membership perks, and selected product launches.
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The JLab Go Pop ANC earbuds are a budget-focused true wireless option available on Amazon for $19 (fuchsia) — an $11 discount — offering IP55 protection, multipoint pairing, an adjustable-EQ app, programmable controls, and 8 hours (32 with case) battery life; WIRED writers reported clear sound and ANC/transparency modes that handle everyday noise well, though not ideal for long-haul flights.
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Matthew Korfhage’s 2026 WIRED guide is primarily a buyer’s guide to coffee subscriptions, but it also captures how specialty coffee retail works and how macro factors have filtered through to consumer prices.
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Tasks, a to-do app first covered by 9to5Mac in 2020, shipped a substantial 4.3 update focused on Apple ecosystem automation and interface polish.
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WIRED’s 2026 protein bar roundup frames protein bars as convenience snacks rather than meal replacements and emphasizes dietitian guidance favoring whole foods over ultra-processed products.
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Bose’s Smart Soundbar is positioned as a compact premium home-audio upgrade, combining a small 2.2-inch-by-27-inch form factor with features usually found in larger bars, including up-firing speakers and Dolby Atmos.
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The original AirPods Max, released in 2020, are discounted to $450 at Best Buy ($100 off) after Apple announced the AirPods Max 2 in March 2026.
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Hermès has turned Apple's old dual-device travel charging concept into a luxury accessory, pairing a leather MagSafe Duo-style charger with a matching case for $5,150.
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WIRED frames electric mountain bikes as both a democratizing technology and a source of trail conflict: they let older, injured, or less-fit riders access mountain biking more easily, while also raising concerns about faster, moped-like machines on shared backcountry routes.
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Sonos Roam 2 is featured here primarily as a retail deal rather than a technical product review: Amazon cut the price to $139 during its Spring Sale.
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9to5Mac’s deal roundup is a retailer-focused snapshot of March 2026 Apple hardware pricing ahead of Amazon’s Big Spring Sale, with the strongest value concentrated in prior-generation devices rather than the newest M5 lineup.
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WIRED's roundup of foldables emphasizes that 2026 buyers should focus less on novelty and more on trade-offs in battery life, thermals, camera choices, and value versus prior-year models.
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WIRED’s 2026 power bank guide is most useful as a snapshot of how far portable battery packs have moved beyond phone top-ups into genuinely high-power mobile power systems.
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Samsung’s Galaxy Buds4 Pro are positioned as a polished Android counterpart to Apple’s AirPods Pro, with standout hardware choices but a few usability tradeoffs.
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Dyson is rolling out a broader hard-floor cleaning lineup in March 2026, spanning compact manual wet cleaners and a premium robot vac-mop.
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WIRED’s March 17, 2026 deal note frames the Sonos Ace as a discounted premium accessory for users already invested in the Sonos ecosystem.
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Beats’ Nike Special Edition Powerbeats Pro 2 is primarily a branding and industrial-design collaboration rather than a new technical product.
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9to5Mac’s March 17 deal roundup is primarily a retail pricing snapshot rather than a product analysis, but it highlights meaningful price dispersion across Apple’s newly refreshed M5 lineup and prior-generation hardware.
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Spigen is leaning into Apple nostalgia with a Classic LS accessory lineup timed to Apple’s 50th anniversary, adding a MagSafe wallet and an AirPods Pro 3 case to its existing retro-inspired products.
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Meta’s Manus is extending AI agents from cloud chat into direct desktop control with a new app, My Computer, that can access local files, invoke terminal commands, and operate installed applications.
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Garmin watch faces for an Epix Pro 47 mm were built with Claude Code (Opus 4.6) and MidJourney art, then hand-coded into .prg files.
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Sony's WF-1000XM6 earbuds pair memory-foam eartips and advanced ANC algorithms with two external microphones per bud to deliver class-leading noise cancellation and very natural transparency.
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Logitech K98M wireless keyboard provides Bluetooth and a storable USB-A dongle, charging-only USB-C, a remappable AI key defaulting to Page Down, white-only LED backlight with single brightness, and a solid-yet-flexible plastic build aimed at productivity tasks.
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REI's Member Days sale (March 13–23, 2026) gives members a MEMBER26 coupon for 20% off one full‑price item, plus 20% off one Re/Supply item and 40% off Campwell/Wonderland tents.
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The Hisense U75QG mini-LED QLED (85-inch) is on sale at Amazon for $1,298 (about $400 off) and delivers extremely high peak brightness—best appreciated with 4K Blu-rays—strong blacks and low bloom.
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The Dreo Chefmaker Combi Fryer is 44% off (code SPCHEFMAKER drops it to $200) and functions as a steam combi oven with an app-controlled probe for accurate temps and a ~500°F browning finish, though non-probe modes can vary ≈20°F.
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Chirp has expanded from its signature yoga wheels (notably the Chirp Wheel XR 3-Pack) into powered rolling massagers, TENS units and a Chirp Contour massage table; WIRED notes the brand emphasizes simplicity and value.
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The Norda 001A G+ trail shoe pairs a Norda x Arnitel TPEE midsole (30% more rebound, 10% lighter, >1,000 km durability) with bio-based Dyneema uppers; tested over ~50 miles it felt grounded and durable, with a 26/21 mm stack.
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The iRestore Elite Helmet + Battery, discounted to $1,879 through March 31, pairs 655–680 nm laser diodes with LEDs for 12‑minute daily treatments; a single battery charge lasts about two weeks, and a 16‑week WIRED trial noted early regrowth and reduced scalp eczema.
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JBL Tour One M3 headphones combine strong ANC that cuts low-end and midrange noise, clear call performance from advanced microphones and software, and an Auracast-capable transmitter for lag-free shared audio; the Mocha model is $170 off at Walmart (Mar 16, 2026).
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The Tribit Stormbox Mini+ portable Bluetooth speaker, on sale for about $33 (≈$7 off) at Amazon, packs 360-degree sound in a 4.69"×3.58" chassis with IPX7 water resistance and a speakerphone; it can pair multiple units for stereo and delivers just under 10 hours of battery life at loud volumes with lights on, though clarity trails the pricier UE Wonderboom 4.
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The Kuxiu X53 Laptop Hub & Stand is an aluminum, multifunction accessory that adds eight ports and a high-quality adjustable stand for $88.
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Kiosk 27 is an indie iPhone camera app that applies sensor‑RAW processing and on‑device negative-to-positive rendering, emulating film with a 27-shot reel limit and adjustable grain, bloom, timer, flash, and focus-lock controls.
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AirPods Max 2 bring Apple's H2 chip and a high-dynamic-range amplifier to over-ear headphones, delivering up to 1.5× improved ANC, USB-C 24‑bit/48kHz lossless playback, Pro-derived features, and a $549 price.
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Tax-season scams ramp up around 2026-03-16, targeting retirees with highly credible phishing—fake IRS emails/texts using logos, case numbers, and real personal details purchased from data brokers.
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The Keurig K‑Cafe Smart Brewer is Louryn Strampe’s preferred pod machine for rapid weekday brewing: it offers BrewID, a large reservoir, six brew sizes, five strength settings and six temperatures, plus a built-in milk frother (stored on the unit) that steams and whips quickly but won’t run at the same time as brewing; the optional app provides recipe suggestions but sends unwanted push notifications.
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Samsung Galaxy Buds 3 FE, on sale for $130 (save $20) as of Mar 10, 2026, deliver bold sound and effective low‑frequency ANC; default volume normalization must be disabled via a Samsung phone to unlock best audio and the Wear app provides a nine‑band EQ and adjustable transparency.
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The Flair Signature manual espresso maker is presented as a compact, lever-driven alternative to electric machines: fill a grounds chamber and a hot-water chamber, use the lever guided by a pressure gauge to produce espresso with crema, and fine-tune grind and water temperature for variable results; Bourque highlights a quiet, satisfying ritual using a Fellow Stagg EKG kettle and a 1ZPresso JX-Pro S grinder.
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The Fort wearable uses wrist-mounted IMUs (and an optional detachable magnetic IMU for direct bar attachment) to auto-recognize ~50 lifts, map concentric/eccentric/isometric phases, and report velocity, VO2max, HRV, and time-under-tension; subscription $80/year.
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WIRED's 2026 mattress guide for back pain reports hands-on testing (minimum one week per mattress, many tested ~1 month) and finds medium-firm to firm designs often improve spinal support and reduce morning pain.
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The Ultimate Ears Boom 4 is on sale for $125 on Amazon (Mar 11, 2026); the rugged, fabric‑wrapped cylinder delivers 360° sound, IP67 protection, long wireless range, a Magic Button, and app-based EQ and multi-speaker pairing.
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The AeroPress is a compact, syringe-like coffee brewer (Alan Adler, 2005) that uses a 2.5-inch paper filter to produce café-quality coffee with minimal equipment, making it ideal for travel.
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The Best Large TVs (Best Over 75 Inches) guide (WIRED, Mar 12, 2026) evaluates dozens of sets and recommends Samsung, LG, TCL, and Sony models, emphasizing miniLED and OLED improvements, typical testing on 65–75" units, and installation/cost cautions.
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Matthew Korfhage's WIRED roundup (published 2026-03-12) evaluates 10 meal-delivery services across price, ingredient quality, prep accuracy, and dietary support.
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Perplexity's Personal Computer (announced March 11, 2026) runs continuously on a Mac mini, merging local apps, files and sessions with Perplexity Computer via secure servers and is controllable from any device; access is via a waitlist.
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ESR's new iPad accessory line spans adaptable protection and productivity: the Shift Magnetic Case ($45–$60) and Shift Detachable Keyboard Case (~$90) provide multi-angle stands, portrait support, pencil storage and a detachable backlit keyboard; the $37 Geo Digital Pencil rivals USB‑C Apple Pencil latency while adding Find My and a speaker; Amorite glass protectors add a paper‑feel matte option with an alignment tray (2‑pack ≈$30).
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Xiaomi 17 Ultra and the Leitzphone pack Leica‑tuned cameras, a 6,000‑mAh battery (up from 5,410 mAh), 90W wired charging (50W wireless), and onboard AI via Google Gemini or Xiaomi HyperAI for editing and transcription.
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