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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3517 posts
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AI Mental Health Tools 2026 Complete Guide - Woebot, Wysa, Earkick, Iris, Tess, Replika, Character.AI, Koko, Mindstrong, Headspace Ebb, Calm AI, Lyra, Talkspace Deep Dive
The 2026 mental health crisis runs in parallel across the US, EU, Korea, and Japan. The US 988 Lifeline has entered its fourth year, Korea has held the top OECD suicide rate for 18 years, and youth suicide in Japan turne
2026-05-16 · 27 min read #ai-mental-health#woebot#wysa#earkick#replikaAI Coding Assistants 2026 — Cursor / Windsurf / Cline / Aider / Claude Code / Codex CLI / Copilot Workspace Deep Dive
The AI coding market evolved from autocomplete to agents in four short years. Cursor raised a Series B at a $9B valuation. Codeiums Windsurf was acquired by OpenAI in April 2025 for ~$3B. Open-source agents like Cline to
2026-05-16 · 28 min read #ai-coding#cursor#windsurf#cline#aiderAI for Materials Science and Chemistry 2026 Deep Dive — DeepMind GNoME, Microsoft MatterGen, Orbital Materials, Citrine Informatics, Schrödinger, RoseTTAFold All-Atom, Boltz-1, MACE, NequIP, DPMD
Everything about AI for materials science and chemistry as of May 2026 in one read. DeepMind GNoMEs 2.2M stable crystals, Microsoft MatterGen and MatterSim, Orbital Materials Orb-v3, MACE, NequIP, Allegro and DeePMD-kit
2026-05-16 · 20 min read #ai-materials#chemistry-ai#gnome-deepmind#mattergen-microsoft#orbital-materialsAI Marketing Copywriting Tools 2026 - Jasper, Copy.ai, Writesonic, Anyword, Rytr, ContentBot, Omneky, Typeface, Persado Deep Dive
A comprehensive 2026 map of the AI marketing copywriting stack. From marketing SaaS (Jasper, Copy.ai, Writesonic, Anyword, Rytr, ContentBot, Omneky, Typeface, Persado, Phrasee, AdCreative.ai) to direct LLMs (ChatGPT, Cla
2026-05-16 · 22 min read #ai-marketing#copywriting#jasper#copy-ai#writesonicAI Character Chat & Companion AI 2026 Complete Guide - Character.AI · Replika · Chai · Janitor · Talkie · Polybuzz · CrushOn · Pi · A.I. Dungeon Deep Dive
In May 2026 the AI character chat and companion AI space has hardened into a sprawling shadow industry. Character.AI still hovers around 20M monthly users even after sending Noam Shazeer back to Google, while the October
2026-05-16 · 25 min read #ai-character-chat#companion-ai#character-ai#replika#chaiAI Legal Tech 2026 Deep Dive — Harvey, CoCounsel, Spellbook, Robin AI, Casetext, vLex Vincent, Relativity aiR
Legal tech is one of the verticals that absorbed LLMs the fastest after the November 2022 ChatGPT shock. Harvey, Thomson Reuters CoCounsel, Spellbook, Robin AI, Ironclad, Luminance, Kira, Evisort, vLex Vincent, Westlaw P
2026-05-16 · 18 min read #ai-legal#legal-tech#harvey#cocounsel#spellbookAI Kids Coding and Creation Tools 2026 Complete Guide - Scratch 3.0 · MakeCode (Microsoft) · Roblox Studio AI · Tynker · Code.org AI Lab · MIT App Inventor · Entry · CodeMonkey · WiseShip · Programming Zemi · Toio · Hour of Code · Khan Academy Kids Deep Dive
In 2026, kids coding has moved beyond simple block programming into an era of creation fused with AI. Scratch 3.0 from the MIT Media Lab still anchors the field with over 100 million accumulated projects, while Microsoft
2026-05-16 · 26 min read #ai-kids-coding#scratch#makecode#roblox-studio#tynkerAI Journaling & Mental Wellness Journaling Apps 2026 Deep Dive — Day One (Automattic), Stoic, Reflectly, Rosebud, Mello, Otto, Journey, Diarium, Mindsera, Granola Note, muute, Awarefy, ジャーナリー (Journaly)
Six years after the pandemic, journaling has returned as a mainstream digital habit. Apple shook the market by bundling the Journal app with iOS 17.2 in December 2023, while Day One — acquired by Automattic in July 2021
2026-05-16 · 20 min read #ai-journaling#mental-wellness#day-one-automattic#stoic#reflectlyAI Inference Engines 2026 - vLLM · SGLang · llama.cpp · TGI · TensorRT-LLM · MLX · mistral.rs · DeepSpeed-MII · Aphrodite Deep Dive
In 2026, LLM engineering is no longer about which model — it is about which inference engine. We dissect vLLM V1, SGLang 0.4, TensorRT-LLM, TGI 3.x, llama.cpp, MLX-LM, mistral.rs, DeepSpeed-MII, Aphrodite, CTranslate2, E
2026-05-16 · 20 min read #llm-inference#vllm#sglang#llama-cpp#tgiAI Agent Memory & Long-Term Context 2026 — Mem0 / Zep / Letta / Cognee / Graphiti / Anthropic Memory Deep-Dive
Even with 1M-token context windows in 2026, agent memory is still an unsolved problem. This deep-dive compares Mem0, Zep, Letta (formerly MemGPT), Cognee, Anthropic Memory API, OpenAI Memory, Graphiti, Verba, Cody Memori
2026-05-16 · 21 min read #ai-memory#agent-memory#mem0#zep#lettaAI Image Generation 2026 Deep Dive - Midjourney v7 · DALL·E 4 · Imagen 3 · FLUX · Stable Diffusion 3.5 · Ideogram · Recraft
In 2026 the era of one model doing everything is over. Midjourney v7 owns aesthetic taste, DALL·E 4 owns multimodal integration, Imagen 3 owns realism, FLUX owns open-weight photoreal, Stable Diffusion 3.5 is back as the
2026-05-16 · 27 min read #ai-image-generation#midjourney#dall-e#imagen#fluxAI in HR & Recruiting 2026 Deep Dive - Eightfold, Phenom, HireVue, Paradox, Greenhouse, Lever, Workday Recruiting, BambooHR, JobKorea
A complete 2026 map of the AI HR and recruiting stack — ATS leaders (Greenhouse, Lever, Workday Recruiting, iCIMS, SmartRecruiters, Ashby), AI sourcing platforms (Eightfold, Phenom, Beamery, hireEZ), assessment and conve
2026-05-16 · 34 min read #ai-hr#recruiting#eightfold#phenom#hirevueAI Agent Frameworks 2026 Deep Dive — LangGraph, AutoGen, CrewAI, Semantic Kernel, OpenAI Agents SDK, Claude Agent SDK, Pydantic AI
A May 2026 deep dive into the ten frameworks that dominate production agent systems — LangGraph 0.3, AutoGen 0.4, CrewAI Flows, Semantic Kernel Agent Framework, OpenAI Agents SDK, Claude Agent SDK, Pydantic AI, Smol Agen
2026-05-16 · 17 min read #ai-agent#langgraph#autogen#crewai#semantic-kernelAI Hardware Accelerators 2026 — NVIDIA Blackwell / AMD Instinct MI400 / Google TPU Trillium / Cerebras WSE-3 / Groq LPU / Tenstorrent / Etched Sohu / Furiosa / Rebellions Deep Dive
In 2026 AI hardware is no longer an NVIDIA-only story. Blackwell (B100/B200/GB200 NVL72/B300) landed at GTC 2024, Rubin is queued for September 2026, AMD Instinct has marched from MI300X through MI355X to MI400 Helios, I
2026-05-16 · 20 min read #ai-hardware#gpu#accelerator#nvidia-blackwell#b100AI Accessibility & Disability Tech 2026 Deep Dive - Be My Eyes · Seeing AI · Speechify · Otter Live Captions · VoiceItt · Glean · Apple Live Caption · Google TalkBack
WHO 2024 reports 1.3 billion people globally with a disability. Meanwhile GPT-4o-powered Be My AI, Microsoft Seeing AI, Apple Live Recognition, Google Project Euphonia, Speechify, Otter Live Captions, and VoiceItt are re
2026-05-16 · 26 min read #ai-accessibility#disability-tech#be-my-eyes#seeing-ai#speechifyAI Fraud Detection & Anti-Money Laundering (AML) 2026 Deep Dive — Sardine, Unit21, Hawk AI, ComplyAdvantage, Sumsub, Persona, Alloy, Featurespace, Feedzai, NICE Actimize, Quantexa, Chainalysis Field Guide
In February 2024, a finance staffer at engineering firm Arup’s Hong Kong office wired USD 25 million in 15 transactions after a video call with their CFO and other executives — every participant on the call was a deepfak
2026-05-16 · 23 min read #fraud-detection#aml#sardine#unit21#hawk-aiAI Genealogy & Family History 2026 Complete Guide — Ancestry + AI Story · MyHeritage + Deep Nostalgia + LiveStory · FamilySearch · 23andMe · Findmypast · WikiTree · Korean Jokbo + Bohak · Japanese Koseki + Kakeizu + Samurai Genealogy Deep Dive
In 2026 the family history industry has weathered two major shocks. First, the March 2025 Chapter 11 filing of 23andMe — once a defining consumer DNA brand — sent 15 million users' genetic profiles into a sale process. S
2026-05-16 · 27 min read #ai-genealogy#family-history#ancestry#myheritage#familysearch3D Gaussian Splatting & Photogrammetry 2026 Deep Dive - Nerfstudio · Postshot · Luma Genie · Polycam · Apple Object Capture · RealityCapture Field Guide
In 2023, an INRIA paper closed the NeRF era. By 2026, a hundred photos and a desktop are enough to bake photorealistic 3D. This guide walks the entire 3DGS + photogrammetry stack: Nerfstudio 1.4 with Splatfacto, Postshot
2026-05-16 · 19 min read #english#3d-gaussian-splatting#photogrammetry#nerfstudio#postshotAI Fashion & Virtual Try-On 2026 Deep Dive - IDM-VTON, OOTDiffusion, CatVTON, Outfit Anyone, StableVITON, Doodle AI, MMTryon, DressCode
A complete 2026 map of AI fashion and Virtual Try-On. From VITON-HD to diffusion VTON models like IDM-VTON, OOTDiffusion, CatVTON, Outfit Anyone, StableVITON, MMTryon, and FitDiT, through datasets like DressCode and Deep
2026-05-16 · 18 min read #english#ai-fashion#virtual-tryon#idm-vton#ootdiffusionAI Fitness & Health Wearables 2026 Complete Guide - Whoop 5.0, Oura Ring 4, Apple Watch X, Vitals, Garmin AI, Strava AI, MyFitnessPal AI, Fitbit, Samsung Health Deep Dive
In 2026, health wearables have moved beyond watches into a multipolar landscape of rings, straps, CGMs, and smart mattresses. Whoop 5.0 and MG put medical-grade ECG behind a 30 USD/month subscription, Oura Ring 4 elevate
2026-05-16 · 25 min read #ai-fitness#health-wearable#whoop#oura#apple-watch