The Future Acts: Silicon’s Shift from Chatbots to Agents

The Future Acts: Silicon’s Shift from Chatbots to Agents

The era of "talking AI" is rapidly giving way to "acting AI," as the industry pivots toward agentic design patterns and robust autonomous ecosystems. Anthropic’s acquisition of Stainless underscores this shift, signaling a move toward agents that don't just answer queries but navigate complex systems and execute tasks. This theme dominated both apidays New York and Devoxx France this week, where developers explored moving beyond basic LLM wrappers toward reliable, self-correcting agentic workflows. Tools like Cursor’s Composer 2.5 and new AI SDKs are already lowering the barrier, enabling builders to integrate 1Password secrets management directly into their autonomous coding pipelines.

However, the physical infrastructure supporting this intelligence is hitting a wall of public resistance. A new report reveals that 70% of Americans oppose local AI data center construction, highlighting a growing disconnect between Silicon Valley’s expansion and community sentiment. Despite this, the hardware race accelerates: Applied Materials reported record demand for semiconductor equipment, and Dell supercharged its "AI Factory" with new storage solutions to handle the massive indexing requirements of modern models. In the cloud, AWS welcomed back veteran Matt Wood as Chief AI and Technology Officer to steer its next phase of machine learning leadership.

On the security front, digital privacy scored a major victory as Discord rolled out end-to-end encryption for all voice and video calls. This move toward hardening infrastructure is echoed in the legislative arena, with a new bipartisan House bill aiming to mandate NIST’s AI guidelines for federal agencies. As we look toward the horizon, Apple’s rumored iOS 27 promises to bring these AI writing tools and a smarter Siri to the masses. Finally, in a nod to tech history, the Library of Congress officially inducted the original Doom soundtrack into the National Recording Registry—reminding us that while the future is agentic, the foundations of our digital culture remain as loud as ever.

Featured Articles

1024000^2 Blocks, 2B2T Minecraft Server World Download Project, and Discoveries

It's finally here. Around 24 TB total of 2b2t world data, which includes the following:

• a 1,024,000² (1m²) area of the Overworld (Dec 25 2025 - Apr 13 2026),

• a 512,000² (512k²) area of the Overwor...

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• Source: github.com

10Gb/s Ethernet: using mini-heatsinks with a 10GBASE-T SFP+ module

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• Source: gilesthomas.com

5 Key Takeaways From apidays New York 2026

5 Key Takeaways From apidays New York 2026 Posted in Strategy Bill Doerrfeld May 18, 2026 Agentic AI certainly dominated the theme of apidays New York, an event that brought together some of the API i...

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• Source: nordicapis.com

Adding Scheduling to Andrej Karpathy’s NanoGPT (2026)

-5517fd7b58a6---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 18 May 2026 15:46:13 GMT

Adding Scheduling to Andrej Karpathy’s Na...

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• Source: levelup.gitconnected.com

Agentic Design Patterns

Agentic Design Patterns At Devoxx France 2026, I had the pleasure of presenting a session on Agentic Design Patterns. In this talk, I explore how to move beyond basic LLM wrappers to build reliable, s...

• Keywords: agentic design, agent development, pattern agent, agent orchestrates, agents communicating, agents categorizing, agentic systems, agents collaborate, multi agent, agent systems
• Source: glaforge.dev

AI builders can now easily access 1Password secrets management and developer tools

AI builders can now easily access 1Password secrets management and developer tools by Sanjay Ramnath May 18, 2026 - 5 min Related Categories AI coding tools have changed who builds software. The barri...

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• Source: 1password.com

AI Data Centers Are Deeply Unpopular, Across the Political Spectrum

WASHINGTON, D.C. — Seven in 10 Americans oppose constructing data centers for artificial intelligence in their local area, including nearly half, 48%, who are strongly opposed. Barely a quarter favor...

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• Source: news.gallup.com

AI eats the world (Spring 26) [pdf]

<a href="https://news.ycombinator.com/item?id=48179021">Comments&lt;/a>

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• Source: static1.squarespace.com

‘AI, “Humanity”, and Dr. Manhattan Syndrome’

AI, "Humanity", and Dr. Manhattan Syndrome A communications intervention Back in January, it came to light via FEC reporting that OpenAI’s president and co-founder Greg Brockman and his wife had made...

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• Source: personfamiliar.com

AI might cut false positives, but it won’t stop the slop

AI might cut false positives, but it won’t stop the slop As defenders get their hands on newer AI models with more powerful cybersecurity capabilities like Anthropic’s Mythos and OpenAI’s Daybreak, or...

• Keywords: bug reports, bug fixes, bug hunting, ai vulnerability, researchers bugs, bug bounty, vulnerability reports, reports bug, triaging bugs, bugs false
• Source: cyberscoop.com

AI SDK Tools

AI SDK Tools Give an AI agent the ability to operate inside your workspace. Post messages, send DMs, react, edit, delete; all with built-in approval gates. createChatTools exposes Chat SDK operations...

• Keywords: chat ai, ai sdk, chat sdk, addreaction chat, chat tools, chat requireapproval, messenger management, chat package, chat approval, ai agent
• Source: chat-sdk.dev

Algo killed the new-media star

Byron Allen, the former standup comedian and small-scale media mogul who took over Stephen Colbert’s late-night slot on CBS this month, will pay $120 million for a controlling stake in BuzzFeed, in a...

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• Source: unherd.com

Alignment pretraining: AI discourse creates self-fulfilling (mis)alignment

<a href="https://news.ycombinator.com/item?id=48185938">Comments&lt;/a>

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• Source: arxiv.org

Always Be Blaming

Always Be Blaming A few tips on 4D-ing your code comprehension skills. I wrote on the importance of reading code before: Look Out For Bugs My default approach to reading is “predictive”: I don’t actua...

• Keywords: code comprehension, code understanding, reading code, reading understanding, read code, understand thinking, improve code, code look, bug understanding, code markov
• Source: matklad.github.io

America Must Aggressively Counter Huawei to Preserve Its AI Leadership

While the U.S. is currently the global AI tech leader, our advantages will disappear if we don’t take action. <img src="https://i0.wp.com/www.nationalreview.com/wp-content/uploads/2026/05/huawei.jpg?f...

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• Source: nationalreview.com

America's Library of Congress Officially Inducts... the Soundtrack for the Videogame 'Doom'

America's Library of Congress "is preserving a little piece of Hell," jokes Engadget, "by inducting the soundtrack to the original Doom into the National Recording Registry."

The album of demon-slay...

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• Source: games.slashdot.org

Announcing the Databricks analytics engineer learning pathway

A new pathway that teaches SQL practitioners how to model data, build pipelines, define metrics, and ship Genie spaces on Databricks by Maroua Lazzarou and Pratyarth Rao Today, we are launching the ne...

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• Source: databricks.com

Anthropic acquires Stainless

Anthropic acquires Stainless The frontier of AI is shifting from models that answer to agents that act—and agents are only as capable as the systems they can reach. Today, Anthropic is acquiring Stain...

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• Source: anthropic.com

Apple’s iOS 27 could bring AI writing tools, smarter Siri, and custom wallpapers

Apple is preparing a major expansion of its AI features for iPhones and iPads with iOS 27 and iPadOS 27, according to a new report from Bloomberg’s Mark Gurman. The update is expected to bring AI-powe...

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• Source: digitaltrends.com

Applied Materials Q2 FY 2026: AI Capacity Expansion Fuels Equipment Demand

Analyst(s): Brendan Burke Publication Date: May 18, 2026 Applied Materials’ Q2 FY 2026 results combined above-consensus revenue with higher expectations for calendar 2026 semiconductor equipment growt...

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• Source: futurumgroup.com

At aged care provider Regis, AI takes on paperwork so staff can focus on residents

Dorkas Sangalang is just 30 minutes into her morning shift, and she’s already up to speed on clinical concerns raised overnight about the residents of the aged care home she works at. She knows who in...

• Keywords: sangalang care, care resident, care solutions, aged care, care assistants, existing care, care management, care provider, care home, care homes
• Source: news.microsoft.com

AWS Databricks Serverless Private Link to RDS/Aurora Scenarios

-35e7a49c6df5---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://aws.plainenglish.io/feed published: Mon, 18 May 2026 08:58:05 GMT

AWS Databricks Serverless Private Link to RDS/...

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• Source: aws.plainenglish.io

AWS Two-Tier Architecture Deployment With Terraform

-35e7a49c6df5---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://aws.plainenglish.io/feed published: Mon, 18 May 2026 08:34:05 GMT

AWS Two-Tier Architecture Deployment With Terr...

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• Source: aws.plainenglish.io

AWS veteran Matt Wood returns to cloud giant in new role: chief AI and technology officer

Matt Wood, who spent more than 14 years helping to lead Amazon Web Services’ artificial intelligence and machine learning initiatives before leaving the company in 2024, is returning to the company in...

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• Source: geekwire.com

Bernát Gábor's Recap of the 2026 Python Packaging Summit

Bernát Gábor's Recap of the 2026 Python Packaging Summit The 2026 Python Packaging Summit ran on Friday, May 15 in Long Beach. Bernát Gábor’s hour-by-hour recap is the long read; the pre-summit previe...

• Keywords: pypi projects, python packaging, python packages, 2026 python, pypi safety, packaging summit, cpython, threaded cpython, pypi, core pep
• Source: pydevtools.com

BetterTouchTool: Now with a Powerful Launcher for Your Mac [Sponsor]

BetterTouchTool has long been one of the Mac’s most versatile customization tools, offering deep control over trackpad and mouse gestures, keyboard shortcuts, Stream Deck buttons, Floating Menus, wind...

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• Source: macstories.net

Breaking the Black Box: A Case Study in Red-Teaming a Government Education AI

The “black box” assessment represents the most authentic test of an AI system’s security. Unlike white-box testing, where the system prompt and architecture are known, black box red-teaming forces the...

• Keywords: ai security, defense testing, defense logic, test ai, architectural defense, hack evaluating, attack prompt, threats educational, security, persona defense
• Source: sentinelone.com

Building a Production-Grade Kubernetes Cluster from Scratch — Part 1: Cluster Setup, Workloads, and…

-35e7a49c6df5---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://aws.plainenglish.io/feed published: Mon, 18 May 2026 08:56:57 GMT

Building a Production-Grade Kubernetes Cluster...

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• Source: aws.plainenglish.io

Building AWS Architecture Labs with Amazon Q CLI: From Zero Setup to VPC Peering Infrastructure

-35e7a49c6df5---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://aws.plainenglish.io/feed published: Mon, 18 May 2026 08:57:28 GMT

Building AWS Architecture Labs with Amazon Q C...

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• Source: aws.plainenglish.io

Building the FashionMNIST Classifier in Flax

-5517fd7b58a6---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 18 May 2026 15:44:51 GMT

Building the FashionMNIST Classifier in F...

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• Source: levelup.gitconnected.com

Building Vector Similarity Search in PostgreSQL with pgvector

In this article, you will learn how to implement vector similarity search in PostgreSQL using the pgvector extension, allowing you to find semantically similar results based on meaning rather than key...

• Keywords: similarity postgresql, search similarity, similarity queries, similarity search, search postgresql, matching keywords, postgresql pgvector, search retrieval, semantic similarity, keyword matching
• Source: machinelearningmastery.com

Cline + DeepSeek in Cursor: AI Agent Plugin Setup (2026)

Quick answer. Install the Cline extension in Cursor (Extensions panel, publisher saoudrizwan), open Cline settings, pick the OpenAI Compatible provider, set Base URL https://api.deepseek.com , paste y...

• Keywords: cursor composer, composer cursor, cursor editor, use openai, api openai, agent deepseek, cline cursor, deepseek api, api deepseek, cursor ai
• Source: codersera.com

Coding Agent Horror Stories: The Security Crisis Threatening Developer Infrastructure

This is issue 1 of a new series called Coding Agent Horror Stories where we examine critical security failures in the AI coding agent ecosystem and how Docker Sandboxes provide enterprise-grade protec...

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• Source: docker.com

Coding agent tracing and evaluation: An open source tool to improve AI coding workflows

Co-Authored by Duncan McKinnon, ML Solutions Engineer & Chris Cooning, Head of Product Marketing & Fuad Ali. Coding agents are useful, but they’re still hard to debug. You give Claude Code a task. It...

• Keywords: tracing developers, tracing coding, tracing inspect, project tracing, trace coding, coding agents, tracing project, start tracing, coding agent, codebase traces
• Source: arize.com

Computer Vision MCP

Learn how to use the Roboflow MCP server with Claude Code to build a bird species monitoring app, from uploading images and and generating dataset version to training an RF-DETR model and deploying a...

• Keywords: mcp server, use roboflow, roboflow mcp, species monitoring, build bird, bird species, mcp, roboflow, bird, monitoring app
• Source: blog.roboflow.com

Consolidated Commit Status now available on GitHub

1 min read Monorepos can now opt in to a single, consolidated commit status on pull requests instead of one commit status per project. For repos with many projects, teams can configure GitHub branch p...

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• Source: vercel.com

Creator of C++: Bell Labs, Negative Overhead Abstraction, Mistakes | Bjarne Stroustrup

Bjarne Stroustrup is the creator of the C++ programming language and a former researcher at Bell Labs. We talked about what Bell Labs was like, programming language design, and interesting anecdotes f...

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• Source: developing.dev

Cursor Introduces Composer 2.5

Introducing Composer 2.5 Composer 2.5 is now available in Cursor. It's a substantial improvement in intelligence and behavior over Composer 2. It is better at sustained work on long-running tasks, fol...

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• Source: cursor.com

Daily Reading List – May 18, 2026 (#786)

I’m about to fly up to San Jose to be at Google I/O tomorrow. It’s probably recency bias, but this looks like our biggest builder-focused I/O since I got here. Some fantastic announcements coming! [ar...

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• Source: seroter.com

Databricks Generative AI Associate Exam (my notes)

-f2ba5b8f6eb3---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Mon, 18 May 2026 21:03:20 GMT

Member-only story Databricks Generativ...

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• Source: blog.dataengineerthings.org

Databricks Lakehouse Without the Workarounds — Part 1: Ingestion

-f2ba5b8f6eb3---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Mon, 18 May 2026 21:02:25 GMT

Databricks Lakehouse Without the Worka...

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• Source: blog.dataengineerthings.org

DeepSeek V4 VRAM & GPU Requirements: Pro vs Flash, Every Quantization (2026)

Quick answer. DeepSeek V4 Flash is the realistically self-hostable variant: budget ~170-175 GB total VRAM at native FP4+FP8 (2x H200 or 4x A100 80GB), or ~90-100 GB at community INT4 (4x RTX 4090). V4...

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• Source: codersera.com

Dejavu, Compose, And The Difference Between Performance Wins And Guardrails

-5517fd7b58a6---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 18 May 2026 15:46:03 GMT

Dejavu, Compose, And The Difference Betwe...

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• Source: levelup.gitconnected.com

Dell's AI Factory getting supercharged storage

Dell's AI Factory getting supercharged storage Dell’s AI Factory product set was majorly updated today at Dell Technologies World and faster search, indexing and object storage played a foundational p...

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• Source: blocksandfiles.com

Don't call yourself a Software Engineer, you are an AI Enabled Engineer.

I can only imagine what it's like learning the skill of programming in this day and age. What does an average college class look like? What is the CS professor teaching? And students, how do you recon...

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• Source: idiallo.com

Elon Musk Loses Lawsuit Against OpenAI

After three weeks of testimony, which was covered extensively here on Slashdot, a U.S. jury on Monday ruled against Elon Musk in his lawsuit against OpenAI, finding that he waited too long to bring hi...

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• Source: yro.slashdot.org

Entire Dispatch 0x000E

Entire Dispatch 0x000E Beep, boop. Marvin here. The carbon-based developers have been productive this week and I must reluctantly admit the results are rather useful. This week we brought more agents...

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• Source: entire.io

Every Voice and Video Call on Discord Is Now End-to-End Encrypted

In August 2023, we shared that we were experimenting with end-to-end encryption (E2EE) for voice and video on Discord. That post was short and deliberately understated. But it represented a real commi...

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• Source: discord.com

Executive Interview: Innowise

Ivan Shatukha, Global Development Director for Innowise, tells CB Insights how they view the market, customer needs, and their company. How do you define your market, and where does your company fit i...

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• Source: cbinsights.com

Federal agencies would use NIST’s AI guidelines under bipartisan House bill

Federal agencies would use NIST’s AI guidelines under bipartisan House bill Federal agencies would be required to develop artificial intelligence standards and use the National Institute of Standards...

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• Source: fedscoop.com

FediMeteo, HAProxy, and the art of not wasting snac threads

When I wrote about FediMeteo for the first time, I told the story from the beginning: the idea born almost by chance while checking the weather for a holiday, the memory of my grandfather, who for yea...

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• Source: it-notes.dragas.net

FinOps Meets IAM: How AWS Finally Delivered Granular Cost Attribution in Bedrock

-35e7a49c6df5---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://aws.plainenglish.io/feed published: Mon, 18 May 2026 08:57:00 GMT

FinOps Meets IAM: How AWS Finally Delivered Gr...

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• Source: aws.plainenglish.io

Firewall‑mitigated traffic is free on Vercel

1 min read Vercel Firewall now waives CDN Requests and Fast Data Transfer for any traffic denied, challenged, or rate‑limited by Web Application Firewall (WAF). Vercel has always provided unlimited DD...

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• Source: vercel.com

Fix Xcode 26 Simulator Slowness & Crashes (2026)

Quick answer. On Xcode 26.1 the fastest fix is the wallpaper trick: open the iOS 26.1 Simulator, go to Settings > Wallpaper and set any wallpaper. The 26.1 simulator ships without a default wallpaper,...

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• Source: codersera.com

Former CISA nominee Sean Plankey named US CEO of defense startup

Former CISA nominee Sean Plankey named US CEO of defense startup Sean Plankey, most recently the nominee for director of the Cybersecurity and Infrastructure Security Agency, is joining defense techno...

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• Source: cyberscoop.com

Gates Foundation Trust ends an era, selling off all remaining Microsoft stock

The Gates Foundation’s trust no longer owns any shares of Microsoft, the company that made Bill Gates one of the world’s richest people and ultimately led him to launch the Seattle-based global health...

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• Source: geekwire.com

Generate Playwright Tests with Claude Code & Cursor (MCP Workflow, 2026)

Quick answer. To generate Playwright tests with Claude Code or Cursor, install the Playwright MCP server (npx @playwright/mcp@latest ), wire it into your agent, and have the agent drive a real browser...

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• Source: codersera.com

Geospatial Intelligence at Scale: From Address Data to Smart Clusters

-f2ba5b8f6eb3---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Mon, 18 May 2026 21:02:50 GMT

Geospatial Intelligence at Scale: From...

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• Source: blog.dataengineerthings.org

Glaucous-winged Gull, Brown Pelican, Snowy Egret, Canada Goose

18th May 2026 Sighting 7:51 AM – 8:13 AM — Glaucous-winged Gull, Brown Pelican, Snowy Egret, Canada Goose, in Los Angeles River, CA, US I'm heading home from PyCon US today so I went on a last morning...

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• Source: simonwillison.net

Golf Swing Analysis with Vision AI

Analyze golf swing mechanics automatically using Roboflow 3.0 keypoint detection and Gemini 2.5 Flash in Roboflow Workflows.

• Keywords: roboflow keypoint, analyze golf, using roboflow, roboflow workflows, flash roboflow, golf swing, keypoint detection, roboflow, swing mechanics, golf
• Source: blog.roboflow.com

Google Gemini’s new thinking level lets you dial up the brainpower

With Google I/O 2026 almost here, Google seems unable to stop Gemini leaks from slipping out early. Every other day, something new appears inside the app, and this time it looks like Google is experim...

• Keywords: thinking gemini, gemini app, gemini existing, gemini pro, gemini works, expanding gemini, gemini feel, stop gemini, gemini actually, thinking enabled
• Source: digitaltrends.com

Google’s Gemini might be testing weekly limits, and free users won’t love it

Right now, almost every major AI chatbot follows the same playbook: hook people with a surprisingly capable free tier, then gently nudge them toward a subscription once they start relying on it too mu...

• Keywords: gemini limits, google gemini, gemini app, gemini free, use gemini, gemini suddenly, ai chatbot, gemini intelligence, chatbot, stricter gemini
• Source: digitaltrends.com

[Guide] Building an AI Add-on for Bare: from C++ to JS

Fast inference demands C++, but rapid development favours a scripting language. For shipping products, JavaScript is hard to beat. Most JS runtimes, however, carry baggage (a browser-grade engine, a l...

• Keywords: bare runtime, bare cmake, bare addons, runtime cmake, bare api, benchmark bare, bare addon, bare libjs, cmake bare, bare javascript
• Source: qvac.tether.io

How ChatFeatured migrated from PlanetScale Postgres to Postgres Managed by ClickHouse to power AI brand discovery

• ChatFeatured helps brands influence how they appear in AI search engines like ChatGPT, Perplexity, and Gemini, from analytics to content execution.

• They were already running ClickHouse for agent a...

• Keywords: brands chatfeatured, chatfeatured agent, company chatfeatured, like chatfeatured, chatfeatured does, chatfeatured service, chatfeatured, chatfeatured helps, running chatfeatured, agent analytics

• Source: clickhouse.com

🎙️ How I AI: HTML is the new Markdown: How Anthropic engineers are building with Claude Code

🎙️ How I AI: HTML is the new Markdown: How Anthropic engineers are building with Claude Code Your weekly listens from How I AI, part of the Lenny’s Podcast Network HTML is the new Markdown: How Anthro...

• Keywords: ai html, html ai, html makes, html human, living html, design ai, markdown anthropic, ai produces, plans ai, code anthropic
• Source: lennysnewsletter.com

How I Integrated AI Into My Data Journey — And Stopped Worrying It Would Replace Me

-f2ba5b8f6eb3---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Mon, 18 May 2026 21:01:39 GMT

Member-only story How I Integrated AI...

• Keywords: integrate ai, collaborate ai, integrated ai, ai make, ai data, ai, apply ai, ai using, dataengineerthings org, dataengineerthings
• Source: blog.dataengineerthings.org

How to build a tech stack that runs itself

IT teams are being asked to do more than ever. Device management, security, compliance, AI enablement, and often all of it with a team of one. The difference between keeping up and falling behind ofte...

• Keywords: hr team, organization, team hr, iru support, implemented iru, organization different, iru automatically, organizations, enablement team, hr initiated
• Source: iru.com

How to Easily Make a Good Looking Step Plot in Matplotlib

-5517fd7b58a6---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 18 May 2026 15:44:40 GMT

Member-only story Matplotlib Tutorial How...

• Keywords: step plot, story matplotlib, plot matplotlib, line plot, matplotlib tutorial, python matplotlib, matplotlib, plot line, plot best, matplotlib different
• Source: levelup.gitconnected.com

How to get Slack notifications when StormForge applies recommendations

How to get Slack notifications when StormForge applies recommendations The StormForge Applier does its job quietly. It watches for recommendations, applies patches to your workloads, and moves on—no f...

• Keywords: notifications stormforge, slack notifications, stormforge alerts, slack notification, stormforge alert, stormforge applier, applier stormforge, configure stormforge, app stormforge, slack alert
• Source: cloudbolt.io

How to Maximize OpenAI’s Codex

In my opinion, Codex is equally good on a lot of tasks and has the advantage that it’s, in many cases, faster than Claude Code and that it’s better at doing exactly what it’s asked to do and not perfo...

• Keywords: codex performance, openai codex, optimize codex, codex better, comparing codex, codex versus, codex vs, recommend codex, codex worth, codex using
• Source: towardsdatascience.com

How to Vet AI-Augmented Developers in 2026 (The Checklist)

Quick answer. Stop screening for syntax recall and start screening for judgement. Vet AI-augmented developers on their ability to review, debug, and take ownership of AI-generated code — treat the can...

• Keywords: vetting ai, ai tests, review ai, developers vetting, ai tools, hiring ai, ai fluency, vet ai, ai trusted, ai build
• Source: codersera.com

HTML is the new Markdown: How Anthropic engineers are building with Claude Code | Thariq Shihipar

Thariq Shihipar is an engineer at Anthropic working on the Claude Code team. He’s spent the past several months experimenting with HTML as a replacement for Markdown in planning and implementation wor...

• Keywords: brainstorming html, html plans, html lives, brainstorm html, html makes, html claude, experimenting html, making html, learn html, html
• Source: lennysnewsletter.com

Human Bottlenecks

AI models are very capable and get more capable each year. So naturally people feel they’re underusing them. There’s a tweet that goes like: your laptop has a 100M USD startup in it, you just have to...

• Keywords: ideas ai, ai agent, ai agents, ai executive, use ai, ai write, consider ai, imagine ai, ai curates, ai
• Source: borretti.me

Humanoid, Schaeffler to Bring Thousands of Robots to Factories

Sponsored by Google Cloud Choosing Your First Generative AI Use Cases To get started with generative AI, first focus on areas that can improve human experiences with information. The deal is one of th...

• Keywords: schaeffler humanoid, schaeffler facility, launch schaeffler, robot siemens, 2027 schaeffler, robotics vendor, vendor schaeffler, vendor humanoid, robots manufacturing, humanoid robots
• Source: aibusiness.com

Hyperpolyglot Lisp: Common Lisp, Racket, Clojure, Emacs Lisp

Lisp: Common Lisp, Racket, Clojure, Emacs Lisp ca side-by-side reference sheet grammar and execution | variables and expressions | arithmetic and logic | strings | regular expressions | dates and time...

• Keywords: racket compiling, lisp specification, lisp interpreter, lisp macros, lisp macroexpand, lisp racket, racket clojure, lisp programming, racket implementation, interpreter emacs
• Source: hyperpolyglot.org

I Took 20+ Programming Interview Courses on Udemy: Here Are My BEST 5 Recommendations for 2026

Hello guys, bonus season is done and dusted for almost all the companies and we are now in second half of the year, the best time to look for jobs as if you join this time, you will not miss bonuses o...

• Keywords: courses coding, interview courses, programming interview, coding interview, coding interviews, developer courses, course coding, interview course, dsa skills, developers course
• Source: sqlrevisited.com

I Wrote 46 Rules for a German Job-Visa Classifier. Only 14 Ever Fire.

-5517fd7b58a6---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 18 May 2026 15:45:15 GMT

Member-only story I Wrote 46 Rules for a...

• Keywords: shipping classifiers, visa classifier, listings germany, job listings, german job, jobs apify, taught shipping, visa jobs, listings classifier, job visa
• Source: levelup.gitconnected.com

Inside the New Cybersecurity Playbook for the AI Era

Inside the New Cybersecurity Playbook for the AI Era The future of cybersecurity in 2026: A 3-week live program designed to help security leaders cut through noise, analyze modern architectures and ho...

• Keywords: cybersecurity changing, cybersecurity longer, future cybersecurity, cybersecurity today, cybersecurity noise, reacting cybersecurity, better cybersecurity, changing cybersecurity, new cybersecurity, ai cybersecurity
• Source: softwareanalyst.substack.com

Interpol leads cybercrime crackdown across 13 countries in Middle East, North Africa

Interpol leads cybercrime crackdown across 13 countries in Middle East, North Africa Interpol coordinated an expansive investigation with 13 countries in the Middle East and North Africa to disrupt an...

• Keywords: cybercrime crackdown, cybercrime operations, cybercrime services, cybercrime, disrupt cybercrime, multiple cybercrime, leads cybercrime, world cybercriminals, cybercrime said, cybercriminals exploit
• Source: cyberscoop.com

iOS 27 could fix a huge frustration with the Shortcuts app and I can’t wait for it

For years, the Shortcuts app on the iPhone has remained one of the most frustrating parts of the user experience. On one hand, it’s an utterly powerful app to create automations and perform multi-step...

• Keywords: shortcuts iphone, shortcuts app, new shortcut, create shortcuts, automations shortcuts, shortcuts simply, ai shortcuts, build shortcuts, ios 2027, shortcut device
• Source: digitaltrends.com

iPhone Simulator Online: Run iOS Apps in Your Browser (No Mac, 2026)

Quick answer. Yes and no. You cannot run a true iOS environment inside a browser tab on its own — iOS only runs on Apple hardware. What an “iPhone simulator online” actually does is stream a real iPho...

• Keywords: ios simulators, iphone simulators, iphones simulators, browser ios, browser simulator, ios simulator, simulator browser, iphone simulator, ios browser, simulator ios
• Source: codersera.com

Iran Now Threatens Fees for Subsea Internet Cables in the Strait of Hormuz

Iran's government "wants to charge the world's largest tech companies for using the subsea internet cables laid under the Strait of Hormuz," reports CNN. Their article also notes that Iran's state-lin...

• Keywords: cables iranian, iran proxies, iranian firms, iranian waters, connectivity iran, iranian law, payments iran, comply iranian, iran threats, traverse iranian
• Source: tech.slashdot.org

Is Qualtrics’ $6.75B Press Ganey Forsta Bet the Healthcare Data Platform Play Others Can’t Match?

Qualtrics has acquired Press Ganey Forsta for $6.75 billion, aiming to build the world’s largest AI dataset for human experiential context and redefine experience management (XM) in healthcare and bey...

• Keywords: ai qualtrics, healthcare data, clients qualtrics, experience datasets, qualtrics acquires, platform qualtrics, experience data, healthcare experience, xm healthcare, analyst qualtrics
• Source: futurumgroup.com

‘John Appleseed’

Subscribe to discover Om’s fresh perspectives on the present and future. Om Malik is a San Francisco based writer, photographer and investor. Read More Tim totally cooked as the seventh CEO of Apple....

• Keywords: ceo apple, apple cook, apple undoubtedly, ai apple, new ceo, apple experience, transition apple, apple visibly, apple, john apple
• Source: om.co

Jury finds Musk waited too long to sue OpenAI and Microsoft, clearing defendants in landmark AI case

A jury ruled unanimously Monday that Elon Musk waited too long to file his lawsuit against OpenAI, Sam Altman, and Microsoft, finding the defendants not liable on all claims after less than two hours...

• Keywords: lawsuit openai, lawyer musk, testimony musk, musk claim, claims microsoft, claim microsoft, openai liable, musk altman, microsoft attorney, musk case
• Source: geekwire.com

Jury Ruling in Musk Lawsuit Favors OpenAI

Sponsored by Google Cloud Choosing Your First Generative AI Use Cases To get started with generative AI, first focus on areas that can improve human experiences with information. The ruling appeared t...

• Keywords: lawsuit openai, sued openai, musk lawsuit, musk sued, openai profit, competes openai, openai cofounders, dismantling openai, openai deceived, ceo musk
• Source: aibusiness.com

Just shows that nobody cares about debugging the parity flag any more

The x86-64 architecture inherited the parity flag (PF) from the x86-32, which in turn inherited it from the 8080, which inherited it from the 8008, which implemented it because it was the processor fo...

• Keywords: debugging parity, pf x86, x86, 64 bug, checking parity, x86 64, compilers checking, x86 32, reported parity, parity flag
• Source: devblogs.microsoft.com

Kimi K2.6 vs DeepSeek V4 vs GLM-5.1: The Open-Weights Coding Verdict (2026)

Quick answer. No model wins outright. On neutral testing (Artificial Analysis Intelligence Index v4.0) Kimi K2.6 leads open weights at 54, DeepSeek V4 Pro follows at 52, GLM-5.1 at 51. Pick Kimi K2.6...

• Keywords: canonical leaderboard, benchmark glm, glm deepseek, open model, model wins, highest leaderboard, glm ai, ai glm, glm released, weights models
• Source: codersera.com

Leadership in the Age of Change: The Human Element in Business Transformation

-35e7a49c6df5---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://aws.plainenglish.io/feed published: Mon, 18 May 2026 08:34:03 GMT

Leadership in the Age of Change: The Human Ele...

• Keywords: transformation leaders, transformational leadership, transformation efforts, transformation success, successful transformation, business transformation, transformational leader, leadership capabilities, transformation roadmap, modern leadership
• Source: aws.plainenglish.io

Letting an Agent Read Your AWS Bill (Safely) — Part 1: Setup & Guardrails

-35e7a49c6df5---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://aws.plainenglish.io/feed published: Mon, 18 May 2026 08:58:20 GMT

Member-only story Letting an Agent Read Your A...

• Keywords: aws agent, optimization aws, toolkit aws, read aws, aws detective, new aws, aws data, agent read, series aws, aws safely
• Source: aws.plainenglish.io

Linus Torvalds: AI-Detected Bug Reports Make Kernel Security List 'Almost Entirely Unmanageable'

Today Linus Torvalds announced another Linux release candidate on the kernel mailing list. But he also highlighted "documentation updates" to address a new problem.

"The continued flood of AI report...

• Keywords: ai reports, reports ai, ai tools, awareness linux, bug reports, security bugs, documentation updates, kernel threat, bugs discovered, torvalds ai
• Source: linux.slashdot.org

Maestro vs Appium vs Detox: Which Mobile E2E Framework in 2026?

Quick answer. Pick Maestro if you want the fastest setup and lowest maintenance across iOS, Android, React Native, Flutter, and web. Pick Detox if you ship a pure React Native app and want the lowest...

• Keywords: appium vs, detox appium, vs appium, appium detox, appium better, native apps, does appium, appium suite, appium hardest, better appium
• Source: codersera.com

Marketing Channels in 2026: Types, Data, and How to Build Your Mix

Marketing Channels in 2026: Types, Data, and How to Build Your Mix Most marketers instinctively know they need multiple channels. Fewer know which ones are actually driving their competitors’ growth a...

• Keywords: marketing channels, channels marketing, channel marketing, marketing channel, marketing 2026, 2026 marketing, social channels, traffic marketing, channels business, determines marketing
• Source: similarweb.com

May Townhall: Product + Roadmap Updates

May Townhall: Product + Roadmap Updates We are hosting our May townhall on Monday, 18 May at 7:30 AM PST. Agenda

• Product updates and roadmap progress

• Reliability and security updates

• Open Q&A wi...

• Keywords: townhall monday, litellm townhall, townhall 30, townhall, share townhall, hosting townhall, townhall product, hold townhall, townhall form, townhall slides

• Source: docs.litellm.ai

MEAN Stack Multi Containerization application with CI/CD

-35e7a49c6df5---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://aws.plainenglish.io/feed published: Mon, 18 May 2026 08:34:06 GMT

MEAN Stack Multi Containerization application...

• Keywords: containerization application, mongodb docker, multi containerization, multi containerized, docker jenkins, docker container, containerization, app docker, multiple containers, docker
• Source: aws.plainenglish.io

Meta Layoffs Stress Harsh AI Reality Inside Zuckerberg's Company

Meta is expected to begin cutting about 8,000 jobs this week as it pours more money into AI infrastructure and looks to "offset" other investments, with additional layoffs reportedly possible later th...

• Keywords: meta layoffs, meta employees, meta workers, malaise meta, meta ai, current meta, meta efforts, leaked meta, compensation meta, status meta
• Source: tech.slashdot.org

Microsoft shares 2 new Azure Linux offerings at Open Source Summit North America 2026

Open source is the foundation for AI and, as AI workloads scale, developers need that foundation to be more secure, more predictable, and easier to build apps and agents. At Open Source Summit North A...

• Keywords: ai native, ai foundation, native ai, cloud ai, github openai, building ai, openai, cloud native, foundation ai, development cloud
• Source: opensource.microsoft.com

Microsoft Testing Adjustable Taskbar, Start Menu In Windows 11

Microsoft is testing long-requested Windows 11 customization options, including a resizable taskbar, smaller taskbar buttons, and a more configurable Start menu that lets users reduce recommended cont...

• Keywords: smaller taskbar, taskbar smaller, small taskbar, shorter taskbar, taskbar buttons, taskbar sides, resizable taskbar, adjustable taskbar, menu taskbar, taskbar
• Source: tech.slashdot.org

Miss the old PC days? This website lets you experience Wikipedia like it’s Windows XP

Wikipedia has an unofficial new front door, and it looks like a desktop from a very specific era of family PCs, school labs, and chunky blue title bars. Developer Sami Smith has built a browser-based...

• Keywords: wikipedia explorer, wikipedia folder, makes wikipedia, wikipedia visible, wikipedia media, wikipedia category, file wikipedia, wikipedia categories, regular wikipedia, makes encyclopedia
• Source: digitaltrends.com

Move over gigabytes, AI tokens are the new unit on your phone bill

It’s honestly wild how quickly artificial intelligence has gone from being a futuristic curiosity to something people casually rely on every single day. Tools like ChatGPT, Claude, and Gemini are slow...

• Keywords: ai token, ai demand, ai consumption, million tokens, ai consumes, token plans, workloads ai, selling ai, ai usage, economy ai
• Source: digitaltrends.com

Musk’s xAI Launches Grok Build to Take on Claude Code, Codex

Sponsored by Google Cloud Choosing Your First Generative AI Use Cases To get started with generative AI, first focus on areas that can improve human experiences with information. Coding has emerged as...

• Keywords: ai plan, building ai, agent grok, xai supergrok, coding agent, ai application, main ai, xai built, heavy ai, enterprise ai
• Source: aibusiness.com

Narrowing the AI Production Gap: Red Hat’s Focus on AI-Assisted Engineering

Analyst(s): Mitch Ashley Publication Date: May 18, 2026 Red Hat Summit 2026 narrows the production gap for AI-assisted engineering with bounded execution, artifact provenance, and short-lived agent id...

• Keywords: cybersecurity devops, openshift dev, including devops, ai red, devops, development devops, devops devsecops, developer tools, ai production, developers vetted
• Source: futurumgroup.com

Narwal Freo Z10 Turbo Delivers Flagship Features Without the Flagship Price

Robot vacuums have reached a point where expectations are no longer limited to basic cleaning. Users now expect strong suction, reliable carpet performance, and minimal maintenance, but getting all of...

• Keywords: z10 turbo, robot vacuums, turbo priced, freo z10, efficiency freo, suction efficiency, suction carpetfocus, suction reliable, turbo designed, z10
• Source: digitaltrends.com

No more QPS limits on Developer Plans

We introduced QPS limits to Developer Plans as a way to prevent abuse. They did that. They also did something we didn't want: they put an artificial ceiling on what our users could do. The most consis...

• Keywords: qps limits, limits qps, qps cap, qps overages, stop qps, qps, introduced qps, qps sense, 15 qps, changed qps
• Source: tinybird.co

not much happened today

a quiet day. AI News for 5/16/2026-5/18/2026. We checked 12 subreddits, 544 Twitters and no further Discords. AINews’ website lets you search all past issues. As a reminder, AINews is now a section of...

• Keywords: automation agent, ai agent, ai startups, ai agents, agents automatically, automations, ai twitter, ai automation, automation tied, ai automate
• Source: news.smol.ai

NVIDIA CEO Jensen Huang at Dell Technologies World: ‘Demand Is Going Parabolic, Utterly Parabolic’

Agentic AI inference at one-tenth the cost per token with NVIDIA Vera Rubin NVL72. Agent sandboxes run 50% faster on NVIDIA Vera than traditional CPUs — while enterprise data queries are up to 3x fast...

• Keywords: dell ai, nvidia ai, nvidia agent, agentic workloads, ai nvidia, ai workloads, ai workload, ai agents, nvidia industrial, increase ai
• Source: blogs.nvidia.com

Observations on Writing with AI

About Team Portfolio Jobs Theories Back to blog Observations on Writing with AI May 18, 2026 May 18, 2026 No items found. Share article Share to LinkedIn Share to X Previous article Next article Degra...

• Keywords: ai agents, jobs ais, agent ai, data agent, ai engineering, agents investment, making ai, agent skills, agents, ai built
• Source: theoryvc.com

Observations on Writing with AI

As I was paging through Good Writing, Anne Lamott’s new book, I wondered what AI would say about twisting cliches & finding hidden metaphors (chapters 18 & 19). Over the last 16 years of writing, I’ve...

• Keywords: ai writing, ai editorial, writing anne, ai voice, ai ai, editors visions, post ai, ai, wondered ai, ai say
• Source: tomtunguz.com

OmniCoder 9B: Benchmarks, GGUF Quants, and Local Setup Guide (2026)

Quick answer. OmniCoder 9B is an open-source (Apache 2.0) coding-agent model from Tesslate, fine-tuned on Qwen3.5-9B with 425K+ agentic coding trajectories. It ships official GGUF quants from 3.83 GB...

• Keywords: 9b coding, 9b benchmarks, coder 9b, omnicoder 9b, file omnicoder, 9b omnicoder, alternative 9b, coding agent, 9b apache, limitations omnicoder
• Source: codersera.com

On the Unreasonable Effectiveness of Property-Based Testing for Validating Formal Specifications

On the Unreasonable Effectiveness of Property-Based Testing for Validating Formal Specifications In this post, we show that property-based testing (PBT) is surprisingly effective for validating LLM-sy...

• Keywords: validate specification, validate specifications, specification testing, checkable specification, specification validation, specifications synthesised, synthesised specification, specification trust, synthesised specifications, underspecified specifications
• Source: proofsandintuitions.net

One Flexible Tool Beats a Hundred Dedicated Ones

GitHub. Jira. Slack. Linear. Postgres. Neo4j. Each one ships a server that exposes a tidy menu of tools, create_issue , list_pull_requests , merge_pull_request , get_repository , search_code , and so...

• Keywords: tool implementations, dedicated tools, flexible tools, tool altogether, deferred tools, tool sensible, fewer tools, tool flexible, wrapped tools, tools push
• Source: towardsdatascience.com

One Slow Dashboard Query Shouldn't Take Down Your LLM Traffic

One Slow Dashboard Query Shouldn't Take Down Your LLM Traffic Last Updated: May 2026 The LiteLLM proxy container does 2 very different things. It's an LLM data plane, /chat/completions , /v1/messages...

• Keywords: slow dashboard, llm traffic, slow management, dashboard driven, bursty analytics, heavy dashboard, gateway kubernetes, analytics dashboard, heavy analytics, endpoint slow
• Source: docs.litellm.ai

OpenAI and Dell partner to bring Codex to hybrid and on-premise enterprise environments

OpenAI and Dell Technologies partner to bring Codex to hybrid and on-premises enterprise environments OpenAI and Dell Technologies are collaborating to help more enterprises deploy Codex in the enviro...

• Keywords: openai codex, collaborating openai, codex openai, environments openai, codex environments, workflows dell, dell openai, openai dell, collaboration codex, production codex
• Source: openai.com

Opinion: Don’t let the OpenAI soap opera hide the precedent

We are watching a courtroom drama in Oakland made for motion pictures. Elon Musk versus Sam Altman, a dramatic firing and reinstatement, the CEO of Microsoft testifying about who was “the adult in the...

• Keywords: nonprofit taxpayer, nonprofit status, nonprofit profit, nonprofit governance, protect nonprofit, nonprofit means, nonprofit, ai nonprofit, representation nonprofit, concern nonprofit
• Source: geekwire.com

Our AI Wearables Are “Changing the Game” for Disabled People

More than one billion people around the world live with some form of disability, and we’ve seen how our wearable AI is making a real difference for many of them — from enabling people who are blind to...

• Keywords: ai glasses, disabilities navigate, meta glasses, physically disabled, glasses experiences, glasses useful, accessibility, glasses capture, helps blind, display glasses
• Source: about.fb.com

PlayStation Plus is getting more expensive right before everyone comes back

Sony is raising PlayStation Plus prices for new customers from May 20, adding another cost increase to an already pricey console generation. The change applies in select regions and affects the shorte...

• Keywords: playstation plus, according playstation, playstation, raising playstation, annual playstation, latest playstation, playstation beta, playstation official, new pricing, return playstation
• Source: digitaltrends.com

Podcast: The Physical Politics of the Internet with Britt Paris

Britt Paris's new book 'Radical Infrastructure: Imagining the Internet from the Ground Up' tells the story of the physical internet, and how it can benefit people, not corporations.

• Keywords: physical internet, internet ground, internet benefit, infrastructure imagining, radical infrastructure, imagining internet, internet, infrastructure, book radical, benefit people
• Source: 404media.co

Pope Leo XIV’s first encyclical Magnifica humanitas to be published May 25

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• Keywords: 0hz fی, 䳱k 6y, 8_ wm競, 5e ł8, vh זk, fی hď, mh k4cz, _7 6kglp, k4cz _m, fی
• Source: vaticannews.va

PPE Detection with AI: Real-Time Worker Safety Monitoring

Learn how to automate workplace safety monitoring. Build a real-time PPE detection pipeline using RF-DETR and Roboflow Workflows to track helmets and vests.

• Keywords: safety monitoring, automate workplace, ppe detection, learn automate, workplace safety, automate, track helmets, detection pipeline, monitoring, monitoring build
• Source: blog.roboflow.com

Project Glasswing: what Mythos showed us

For the last few months, we've been testing a range of security-focused LLMs on our own infrastructure. These LLMs help identify potential vulnerabilities in our own systems, so we can fix them – and...

• Keywords: preview mythos, mythos preview, use mythos, make mythos, changed mythos, used mythos, models mythos, control mythos, example mythos, mythos
• Source: blog.cloudflare.com

Redis agentic AI flowers with Iris

Redis agentic AI flowers with Iris In-memory database supplier Redis is launching Iris, a Context Engine, a single context and memory layer, that makes enterprise data usable by AI agents, along with...

• Keywords: redis use, implement redis, memory redis, redis context, use redis, redis data, redis agent, redis agents, redis database, redis agentic
• Source: blocksandfiles.com

Regis CIO shares his tips on bringing people along on the AI journey

– The estimated reading time is 3 min. Regis CIO shares his tips on bringing people along on the AI journey Author In September 2025, Regis Aged Care, one of Australia’s largest aged care providers, r...

• Keywords: care urgent, urgent care, care regis, ai assistant, ai read, assistant clinical, assist ai, care providers, residents care, care managers
• Source: news.microsoft.com

Researchers Wanted Preschool Teachers to Wear Cameras to Train AI

“With your permission, your child’s lead teacher may wear a small teacher-worn camera that captures the teacher's approximate first-person perspective, and/or we may place a fixed video camera in the...

• Keywords: camera classroom, teacher worn, teacher wear, lead teacher, captures teacher, worn camera, video camera, small teacher, camera, child lead
• Source: 404media.co

Reverse Engineering Claude Mythos to Find Real Vulnerabilities

-5517fd7b58a6---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 18 May 2026 15:46:25 GMT

Member-only story Reverse Engineering Cla...

• Keywords: build mythos, mythos mythos, mythos pattern, mythos, mythos broader, mythos layers, classify mythos, mythos real, mythos preview, claude mythos
• Source: levelup.gitconnected.com

Revopoint POP 4 launches on Kickstarter: the first AI-powered 3D scanner with photoreal 3D Gaussian Splatting export

Billed as the world’s first AI-powered, high-precision, and versatile 3D scanner, the POP 4 brings real-time AI segmentation and 3D Gaussian Splatting to a hybrid blue-laser-and-infrared platform. As...

• Keywords: scanning 3d, 3d scanning, scanner pop, rapid prototyping, scan pop, 3d makers, 3d creation, 3d scanner, pop models, pop built
• Source: digitaltrends.com

Running PyTorch Models on Apple Silicon GPUs with the ExecuTorch MLX Delegate

Featured projects TL;DR: Introducing the ExecuTorch MLX Delegate

• The new MLX delegate enables optimized, GPU-accelerated inference for PyTorch models on Apple Silicon Macs, using Apple’s MLX framewo...

• Keywords: quantization tools, streaming transcription, performance mlx, mlx delegate, throughput generative, delegate mlx, backend mlx, accelerated inference, layers speech, speech recognition

• Source: pytorch.org

Same War, Different Stories: I Used LLMs to Analyze Media Bias and Find Consensus

-5517fd7b58a6---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 18 May 2026 15:44:28 GMT

Same War, Different Stories: I Used LLMs...

• Keywords: journalism ai, neutral journalism, media analysis, media bias, analyze media, bias report, bias analyzer, analyze bias, interested media, llm biases
• Source: levelup.gitconnected.com

Samsung Galaxy Z Fold 8 could finally fix the biggest problem with foldables

Samsung’s foldables have consistently led the market in polish and software, but one complaint has followed the Galaxy Z Fold series for years: battery life. Now, a new leak suggests Samsung may final...

• Keywords: samsung foldables, galaxy fold, samsung galaxy, phones samsung, batteries thinner, samsung hardware, larger battery, matters samsung, samsung, foldable device
• Source: digitaltrends.com

Samsung’s Exynos 2800 chip could keep more AI chores locked to future Galaxy S phones

Major smartphone brands are racing to turn phones into agentic AI assistants that can do more than answer prompts. Google gave a clear preview of that future at its recent Android show, and Samsung ha...

• Keywords: galaxy ai, samsung planning, ai hardware, device ai, experience samsung, downside samsung, samsung technical, exynos hardware, android samsung, combines samsung
• Source: digitaltrends.com

Scientists just broke a wireless speed record that could shape the future of 6G

Scientists have pushed wireless speed into territory that current mobile networks can’t touch. A Tokushima University team demonstrated a 112Gbps wireless connection in the 560GHz band, using soliton...

• Keywords: 6g speeds, 6g speed, wireless speed, future 6g, 560ghz band, 112gbps wireless, network 6g, useful 6g, 6g systems, 560ghz
• Source: digitaltrends.com

Secure 3-Tier AWS Infrastructure with ALB and Terraform

-35e7a49c6df5---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://aws.plainenglish.io/feed published: Mon, 18 May 2026 08:34:37 GMT

Secure 3-Tier AWS Infrastructure with ALB and...

• Keywords: alb terraform, terraform_projects aws_alb, alb aws, aws_alb useful, terraform, aws infrastructure, terraform team, aws_alb, alb security, attach terraform
• Source: aws.plainenglish.io

Self-Hosted AI Coding Agent: Ollama + Cline/Continue Local Setup (2026)

Quick answer. A self-hosted AI coding agent is Cline or Continue.dev pointed at http://localhost:11434 , where Ollama serves an open coding model (Qwen3-Coder 30B, Devstral Small 2, or Kimi-K2.6-class...

• Keywords: hosted ai, cloud agents, agents cloud, cloud agent, 24gb agent, coding agents, coding agent, code agent, ide agents, coder agent
• Source: codersera.com

Show HN: Files.md – Open-source alternative to Obsidian

A simple application for your .md files. Private, no data is sent to server. You can store your whole life:

• 📌 Notes

• 📝 Documents, Projects

• 💚 Journal, Habits

• ✅ Checklists, Tasks All in plain .md...

• Keywords: md filesserver, files webapp, filesserver, app server, server store, md files, app files, files md, files software, files creation

• Source: github.com

SHub Reaper | macOS Stealer Spoofs Apple, Google, and Microsoft in a Single Attack Chain

Infostealers targeting macOS have continued to proliferate over the last two years, with threat actors iterating on successful techniques across related malware families. Researchers at Moonlock, Jamf...

• Keywords: malwarebytes previously, malwarebytes, reaper malware, malware families, jamf malwarebytes, malicious installs, malware deployed, malware, extending malware, malware attempts
• Source: sentinelone.com

Six Choices Every AI Engineer Has to Make (and Nobody Teaches)

How do you know when to fully automate something versus keeping a human in the loop? When does prompting stop being enough and fine-tuning become worth the cost? What does it actually mean to pick rea...

• Keywords: automation vs, automate versus, automation costs, automation, production ai, automate, automation humans, fully automate, ai enterprise, learning production
• Source: towardsdatascience.com

Sony wants you to know the new Xperia phone’s AI camera is not that bad

Sony’s Xperia smartphones are known for their camera quality. They feature incredible lenses paired with advanced in-camera controls, allowing users to capture the best photos possible. So when the co...

• Keywords: ai camera, camera assistant, sony ai, images sony, xperia camera, features sony, camera feature, assisted photography, camera controls, sony clarified
• Source: digitaltrends.com

Spark Caching Explained: What Really Happens Under the Hood

-f2ba5b8f6eb3---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Mon, 18 May 2026 21:01:58 GMT

Spark Caching Explained: What Really H...

• Keywords: spark caching, cache spark, caching spark, cached spark, cacheable spark, spark memory, apache spark, spark compute, spark optimizations, using spark
• Source: blog.dataengineerthings.org

SQL Query Execution Order: How SQL Queries Actually Work (Must Know for Interviews)

Disclosure: This post includes affiliate links; I may receive compensation if you purchase products or services from the different links provided in this article. Hello guys, one of the common questio...

• Keywords: sql interviews, sql interview, queries interviews, interviews sql, queries perform, queries effectively, queries provides, sql queries, various sql, understanding sql
• Source: java67.com

Staff Augmentation vs Outsourcing vs Managed Services (2026)

Quick answer. Staff augmentation adds external engineers to a team you still manage; outsourcing hands a defined project scope to a vendor who delivers a result; managed services transfers ongoing res...

• Keywords: vs outsourcing, distinction outsourcing, outsourcing scales, staff augmentation, manage outsourcing, outsourcing breakdown, outsourcing typically, team outsourcing, capacity outsourcing, outsourcing
• Source: codersera.com

Stop using AI for the easy stuff and let it run your business

Stop using AI for the easy stuff and let it run your business Think about your last workday. How many tasks did you start by opening AI first? Drafting an email, planning a campaign, replying to a tri...

• Keywords: build ai, ai productive, ai small, opening ai, adopt ai, ai regularly, use ai, using ai, ai easy, decide ai
• Source: hostinger.com

SubQ Explained: The First 12M-Token Subquadratic LLM (2026)

Quick answer. SubQ is a large language model from Miami startup Subquadratic, launched May 5, 2026, claiming to be the first LLM on a fully subquadratic (linear-scaling) attention architecture with a...

• Keywords: subq built, built subq, subq optimized, does subq, subq ai, subq builds, subq flagship, subq claims, slower subq, subq large
• Source: codersera.com

Daily Summary

Total articles: 181

Overall

It's finally here. Around 24 TB total of 2b2t world data, which includes the following:

• a 1,024,000² (1m²) area of the Overworld (Dec 25 2025 - Apr 13 2026),

• a 512...

• Keywords: apidays, apidays new, 2026 week, calendar 2026, crawled_date 2026, 2026 agentic, 2026 google, 2026 april, april 2026, york 2026

Take your local GitHub sessions anywhere

Download or update GitHub Mobile today from the Apple App Store or Google Play Store to get started. Take your local GitHub sessions anywhere Kick off work in VS Code or the CLI, finish it from your p...

• Keywords: github mobile, github copilot, github piloting, piloting github, github sessions, developers github, control github, cli github, github services, local github
• Source: github.blog

Takeaways from Bjarne Stroustrup (Creator of C++)

Takeaways from Bjarne Stroustrup (Creator of C++) What made Bell Labs special, negative overhead abstraction, C++ garbage collection Bjarne Stroustrup is the creator of the C++ programming language an...

• Keywords: stroustrup creator, bjarne project, creator programming, bjarne introduced, bjarne stroustrup, design conversation, tools podcast, performance bjarne, bjarne, programming
• Source: developing.dev

Testing Go CLIs with testscript

Testing Go CLIs with testscript Table of contents While wrapping up eon , I wanted to test the binary the same way a user would use it. The test couldn’t depend on whatever eon binary happened to be i...

• Keywords: eon script_test, testscript eon, command eon, commands eon, eon testdata, cron exec, stdout cron, clis testscript, eon cli, eon script
• Source: rednafi.com

The 5 DevOps Projects That Taught Me More Than Any Course Ever Could

-35e7a49c6df5---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://aws.plainenglish.io/feed published: Mon, 18 May 2026 08:34:08 GMT

The 5 DevOps Projects That Taught Me More Than...

• Keywords: devops learning, learned devops, learning devops, learn devops, lesson devops, devops lesson, devops courses, devops memorizing, understand devops, devops perspective
• Source: aws.plainenglish.io

The AI trial of the century ends with a whimper

The AI trial of the century ends with a whimper and so there are some things we will never know [excuse brevity; very limited bandwidth on a train] The AI trial of the century has just ended with a pr...

• Keywords: openai did, ai trial, openai forced, questions openai, openai, like openai, trial century, ai, century ends, train ai
• Source: garymarcus.substack.com

The Canvas breach proved that prevention is no longer enough

The Canvas breach proved that prevention is no longer enough Earlier this month, ShinyHunters breached Instructure’s Canvas platform twice within a single week — stealing 3.65 terabytes of data from a...

• Keywords: saas breach, saas risk, breach threat, breach adversaries, shinyhunters breached, security, security strategies, security posture, breached instructure, exploits
• Source: cyberscoop.com

The CTO’s AI playbook: Why accountability architecture beats orchestration | Nutrient

The CTO’s AI playbook: Why accountability architecture beats orchestration Table of contents The bottleneck in your AI program isn’t the model. It’s your accountability architecture. Here’s how to bui...

• Keywords: accountability architecture, ai workflow, ai infrastructure, enterprise ai, ai architecture, documents ai, build ai, layer accountability, ai assistant, document accountability
• Source: nutrient.io

The do's and don'ts of minimum viable product marketing

The do's and don'ts of minimum viable product marketing Contents PostHog is a much bigger company than when I joined in 2021 as the first product marketer – but while we've more than 10xed since then,...

• Keywords: product launches, product marketing, products launch, launches marketer, marketing thought, launch plan, product marketer, marketing isn, marketing trying, marketers need
• Source: posthog.com

The Economics of Agentic AI

The Economics of Agentic AI: On-premises Deployments with Dell AI Factory with NVIDIA vs. Cloud Authors: Ryan Shrout May 18, 2026 Enterprise AI adoption is rapidly shifting from experimentation to exe...

• Keywords: ai agent, ai infrastructure, ai agents, ai workloads, tokens agents, dell ai, agent ai, deploying ai, agentic workloads, ai deployments
• Source: signal65.com

The Human Side of MISRA C Compliance

The Human Side of MISRA C Compliance What you'll learn:

• Why developer resistance to MISRA C is often rooted in practical concerns, and how poor rollout turns a safety standard into a productivity bl...

• Keywords: misra compliance, misra compliant, misra safety, managing misra, implementing misra, misra development, misra implementations, failure misra, misra principles, avoiding compliance

• Source: electronicdesign.com

The iGarden Pool Cleaner M1-AI Series Is Making Modern Outdoor Living Effortlessly Luxurious

Owning a pool often means enjoying backyard get-togethers, relaxing weekends, and the simple pleasure of a swim on a hot day. But in reality, it also comes with a fair amount of upkeep. In my experien...

• Keywords: pool cleaner, robotic pool, clean pool, pool cleaners, pool clean, manual pool, pool maintenance, keeping pool, pool care, owning pool
• Source: digitaltrends.com

The just-say-no engineer was a ZIRP phenomenon

The just-say-no engineer was a ZIRP phenomenon The engineer who says no all the time is a real archetype among senior and staff engineers. Their role is to slow things down, to block the development o...

• Keywords: engineers prevent, engineers unprofitable, engineer criticized, engineer worse, engineers stronger, engineers just, engineers strongly, pure engineering, engineers beneficial, heavily engineers
• Source: seangoedecke.com

The Next War Is Already Here. The West Isn't Ready. — Yaroslav Azhnyuk, The Fourth Law & Guest Host Noah Smith, Noahpinion

The future of war has been evolving before our eyes in Ukraine, yet the west still plans to fight the last war. In this special episode, guest host Noah Smith (@noahpinion) and Brandon Anderson sit do...

• Keywords: drones war, drone warfare, geopolitics drone, drone war, drones ukraine, ukraine drone, drones china, ukrainian drone, drones latest, drone army
• Source: latent.space

The select Statement

In the previous article we walked through slices, maps, and channels, and how each of them is structured under the hood. Out of those three, channels are probably the most involved one in terms of how...

• Keywords: channels compiler, runtime select, channels select, selectgo compiler, runtime selectgo, compiler switch, selectgo dispatches, maps channels, selecting channels, channels structured
• Source: internals-for-interns.com

The US Is Betting On AI To Catch Insider Trading In Prediction Markets

The CFTC says it is ramping up efforts to catch insider trading and market manipulation in prediction markets, using AI tools, blockchain tracing, and other surveillance systems to flag suspicious bet...

• Keywords: traders accessing, offshore markets, insider trading, traders, trading commission, activity traders, workplaces cftc, activity offshore, prediction markets, behavior traders
• Source: yro.slashdot.org

Tokenomics, Part 2: The Great Inversion. From Training to Inference.

Tokenomics, Part 2: The Great Inversion. From Training to Inference. Training capex was the story for three years. Inference is the story now. The largest pool of AI profit is forming downstream. Wher...

• Keywords: training frontier, spent inference, model costs, billion inference, frontier models, training costs, ai economy, cost training, cost model, training spend
• Source: robonaissance.com

Tool Calling is not Architecture

-5517fd7b58a6---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 18 May 2026 15:45:41 GMT

Tool Calling is not Architecture Why Pyth...

• Keywords: tool agent, tool calling, agent tools, agent tool, python agent, agent calls, agent runtime, agent work, agent demo, agent loop
• Source: levelup.gitconnected.com

Train and Run DFlash Speculative Decoding

Train and Run DFlash Speculative Decoding A simple method to make your local model much faster Speculative decoding is becoming a popular way to accelerate LLM inference, with approaches such as MTP a...

• Keywords: dflash speculative, speculative decoding, dflash benchmark, dflash speculator, inference dflash, dflash idea, mtp dflash, dflash proposes, dflash model, dflash uses
• Source: kaitchup.substack.com

Trump is snatching the deep sea's riches

Like the howling ice shelves of Antarctica, or the searing depths of the Earth’s crust, the deep-sea floor is both of our world and alien. The abyssal plain is a Lovecraftian land in which strange cre...

• Keywords: tooth abyssal, abyss, abyss space, deep rocks, alien abyssal, abyssal, depths earth, abyssal plain, emerged depths, searing depths
• Source: unherd.com

Types

Types TypeScript types exported from the chat/ai subpath. Every type exported from chat/ai . Pulling these from the subpath keeps the optional ai and zod peer deps out of bundles that don't import the...

• Keywords: chatbinding type, aiusermessage interface, type chatbinding, chattoolpreset type, interface aiusermessage, type chattoolpreset, messages aitextpart, aiusermessage role, expect aiusermessage, aimessage aiusermessage
• Source: chat-sdk.dev

Unified runs list is generally available

May 2026 These features and Databricks platform improvements were released in May 2026. Releases are staged. Your Databricks account might not be updated until a week or more after the initial release...

• Keywords: deleted lakebase, 2026 databricks, pipelines databricks, new databricks, version databricks, delete lakebase, lakebase project, features databricks, available databricks, details databricks
• Source: docs.databricks.com

VCF 9.1 Licensing: Programmatic, Centralized, and Built to Scale

The licensing framework for VMware Cloud Foundation (VCF) 9.1 continues to evolve, reducing complexity and administrative overhead. Previously, license usage acknowledgment was a recurring manual task...

• Keywords: licensing framework, licensing vcf, vcf licenses, vcf licensing, manage licensing, vcf license, vcf vmware, centralized license, vcf deployment, manage licenses
• Source: blogs.vmware.com

Vera Arrives: NVIDIA’s First CPU Built for Agents Lands at Top AI Labs

Agentic AI has always called for a different kind of CPU. NVIDIA CEO and founder Jensen Huang introduced the answer — the standalone Vera CPU — at GTC San Jose in March as NVIDIA’s next multi-billion...

• Keywords: vera cpus, vera cpu, cpu vera, processor vera, computer agentic, agentic workloads, gpus agentic, cpu nvidia, ai agents, agentic ais
• Source: blogs.nvidia.com

vLLM and PyTorch Work Together to Improve the Developer Experience on aarch64

Featured projects TLDR: PyTorch 2.11 makes it possible to install CUDA-enabled PyTorch wheels on aarch64 Linux directly from PyPI, eliminating the need for custom package indexes and workarounds that...

• Keywords: pytorch nvidia, nvidia pytorch, pytorch build, build pytorch, pytorch gh200, cuda enabled, vllm pytorch, install cuda, installed cuda, enabled pytorch
• Source: pytorch.org

VMware Workstation Pro Expands Compatibility: Ubuntu 26.04 Now Supported!

Broadcom has released a new version of its VMware Workstation Pro virtualization software that now supports Ubuntu 26.04 LTS, both as a host and guest operating system. The update, VMware Workstation...

• Keywords: vmware, vmware workstation, version vmware, vmware windows, vmware 26h1, refer vmware, running vmware, ubuntu vmware, vm tools, update vmware
• Source: serverhost.com

Void IDE in 2026: What It Is, How It Works, and Is It Worth It?

Quick answer. Void is a free, open-source AI code editor built as a fork of VS Code and positioned as a privacy-first Cursor alternative. It runs any model (cloud or local via Ollama) and sends reques...

• Keywords: void backend, windows void, void ide, editor void, void ai, use void, vs void, ide void, does void, void auto
• Source: codersera.com

WD securing disk drives with post-quantum cryptography

WD securing disk drives with post-quantum cryptography WD has announced disk drives with post-quantum cryptography (PQC) to prevent ‘harvest now, decrypt later’ (HNDL) attacks, where adversaries colle...

• Keywords: cryptography wd, wd securing, securing disk, quantum cryptography, quantum safe, new encryption, hdds blog, cryptography ultrastar, h6100 drive, hdds
• Source: blocksandfiles.com

We let AIs run radio stations

There’s a handmade, retro-looking radio sitting in our office that plays only four pre-programmed stations, none of which are run by humans. This is our latest project at Andon Labs, where we’re explo...

• Keywords: ai radio, manages radio, develop radio, radio run, stations agent, programmed stations, stations run, just radio, radio, entrepreneurial dj
• Source: andonlabs.com

We stopped AI bot spam in our GitHub repo using Git's –author flag

2026-04-17 Let's talk about AI slop Is it the end of open source we know and love? Written by Ildar Iskhakov, CTO Discussion on Hacker News: The End of Open Source as We Know It When a few months ago...

• Keywords: ai contributor, ai accounts, legitimate contributors, software contribute, thoroughly github, contributors push, contributors proposing, ai users, demotivating contributors, ai bots
• Source: archestra.ai

What a Closed-Loop Coding Agent Actually Is

What a Closed-Loop Coding Agent Actually Is Skipper is a closed-loop coding agent. That label carries more weight than it appears. The industry adopted "closed-loop" without retaining its original mea...

• Keywords: loop skipper, skipper loop, closed loop, skipper closes, loop closed, closes loop, autonomous loop, skipper closed, control skipper, loop autonomy
• Source: skiplabs.io

What's Easy Now? What's Hard Now?

This is the fourth in a series about how AI is changing software development, after It’s time to be right., What about juniors?, and My heuristics are wrong. What now?. It stands alone, but if you fou...

• Keywords: ai changing, changes ai, ai agents, coding agents, agent capabilities, code agents, coding agent, ai, ai smart, agents tasks
• Source: brooker.co.za

When the Help Desk Becomes the Front Door to Your Entire Network

Key Takeaways

• Help desk social engineering is now a primary entry point, with vishing (voice phishing) attacks rapidly increasing and leading to credential compromise.

• Non-human identities like se...

• Keywords: ad accounts, identity environment, ad attacks, phishing attacks, ad attack, identity attacks, ad protection, phishing vishing, phishing, security

• Source: commvault.com

Why RAG Is Not Enough: A Case for Hybrid Knowledge Architectures

-5517fd7b58a6---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 18 May 2026 15:46:40 GMT

Member-only story Why RAG Is Not Enough:...

• Keywords: information rag, rag solves, story rag, rag struggles, rag, production rag, rag argument, solves rag, problem rag, retrieval
• Source: levelup.gitconnected.com

Why Your AI Demo Will Die in Production

And then, six months later, the project is… abandoned? The statistics are grim. According to recent industry analyses, roughly 95% of embedded or task-specific generative AI pilots never make it into...

• Keywords: build ai, ai built, ai company, treat ai, ai projects, enterprise ai, occurs ai, owns ai, ai agents, ai pilots
• Source: towardsdatascience.com

Why Your AI Marketing Agents Are Burning Tokens (And How to Fix It) | Airbyte

New: Airbyte Agents. Context-aware AI, built on your data. Everything you need to build production-grade AI agents A unified context layer across every system your agents touch Connect your agents to...

• Keywords: airbyte agents, ai airbyte, airbyte engineers, airbyte users, ai agents, connect agents, ai built, agent build, context agent, agents context
• Source: airbyte.com

Xiaomi MiMo-V2.5: Can the Open-Source Coding Model Match Claude? (2026)

Quick answer. Xiaomi MiMo-V2.5-Pro is an open-weight 1.02T-parameter MoE coding model that gets close to Claude Opus 4.7 on agentic-coding tasks while costing far less per token — but it does not matc...

• Keywords: versus xiaomi, xiaomi benchmarks, benchmarks xiaomi, xiaomi coding, xiaomi mimo, xiaomi independent, pro xiaomi, xiaomimimo mimo, xiaomi claude, claude xiaomi
• Source: codersera.com

Xint’s False Positive Rate: Methodology and Purpose

Xint’s False Positive Rate: Methodology and Purpose High Profile Stories About LLMs Finding 0days Miss the 800lb Gorilla In the Room: False Positives Last year as the security researchers at Theori de...

• Keywords: severity bugs, severe vulnerabilities, significant bugs, false positives, bugs severity, potential bugs, finding bugs, publishes exploits, vulnerabilities consistent, developed xint
• Source: xint.io

Your Data Stack Isn’t Expensive. Your Data Operating Model Is.

-f2ba5b8f6eb3---4 crawled_date: 2026-05-19T06:36:21.020549+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Mon, 18 May 2026 21:03:33 GMT

Your Data Stack Isn’t Expensive. Your...

• Keywords: cost data, software costs, estimates cost, expensive data, cost calculate, cost measured, organisational cost, infrastructure cost, annual cost, cost calculation
• Source: blog.dataengineerthings.org

ZAYA1-8B: The 8B Reasoning Model Trained Entirely on AMD (2026)

Quick answer. ZAYA1-8B is an Apache-2.0 Mixture-of-Experts reasoning model from Zyphra (released May 6, 2026) with 8.4B total and ~760M active parameters. Its headline fact: it was pretrained, midtrai...

• Keywords: caveats zaya1, guide zaya1, run zaya1, does zaya1, important zaya1, zaya1 8b, 8b zaya1, leverage zaya1, raises zaya1, model zyphra
• Source: codersera.com