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News includes @elixir-lang.org@bsky.brid.gy v1.20 achieving 2x compilation speedup, Telelang alternative #Erlang syntax, Membrane’s #AI-powered YOLO plugin, @josevalim.bsky.social@bsky.brid.gy PR Quiz tool for interactive code review learning, and the #ElixirConfEU speaker lineup! #ElixirLang www.youtube.com/watch?v=Makf...

Thinking Elixir Podcast 291: F...

The rise of #AIpowered #development tools, while increasing #productivity, creates a #dangerous environment by removing external constraints and adversarial review. This “frictionless” development, exemplified by projects like #OpenClaw, prioritises speed over security, leading to #vulnerabilities like #CVE202625253, which can be exploited for large-scale attacks. https://hellotimking.com/brute-force-shipping-blind-code/?AIagents.at #AIagent #AI #ML #NLP #LLM #GenAI

Adobe ends 30-year Animate era as creative tools shift to AI: Adobe discontinues Animate after 30 years, ending March 1, 2026, as animation software transitions to AI-powered alternatives like After Effects and Express. https://ppc.land/adobe-ends-30-year-animate-era-as-creative-tools-shift-to-ai/ #Adobe #Animate #AIPowered #CreativeTools #AfterEffects

Community interactions are gold. Our AI agent ensures that gold is automatically mined and stored in your CRM, ready for action. #LeadNurturing #CustomerData #AIpowered

How I got more free visitors to my website. https://mauineutralzone.com/how-i-got-more-free-visitors-to-my-website/?utm_source=dlvr.it&utm_medium=mastodon #WebsiteTraffic #SEO #AIPowered #DigitalMarketing #WebOptimization

MidPilot continues to move forward! 🚀 By the end of 2025, we completed its second milestone, delivering MVPs for AI-assisted connector generation, mapping, and correlation, along with UX designs to accelerate application onboarding into midPoint. ⚙️ Learn more about the milestone and what’s ahead: https://evolveum.com/midpilot-project-milestone-2-progress-report/

#AIPowered #NextGenerationEU #ResearchAndInnovation #artificialintelligence #opensource

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What Do We Actually Mean by “AI-Powered Search”? – Substack- Aaron Tay

What Do We Actually Mean by “AI-Powered Search”?

When we say “AI-powered search engine,” we’re conflating at least four different things—and your concerns about one may not apply to another.

By Aaron Tay, Dec 27, 2025

I’ve been watching the reactions to Google Scholar Labs with considerable interest. The responses range from enthusiastic embrace to outright rejection. One response particularly intrigued me—someone mentioned they were initially reluctant to try because they’d heard it was “AI-powered” but became more interested when they read my review and realized what that actually meant (they expected it to generate answers to questions when all it did was do better ranking).

Another interesting puzzle was when I noticed some library guides listing Semantic Scholar as “Semantic/Neural Search” when a technical look at their main retrieval method reveals the main search is still largely lexical search.

While one can understand and agree with the listing of Semantic Scholar as “AI powered” due to clear AI features like TLDR, doing the same for Lens.org and OpenAlex is a much harder sell, because they not only just do keyword search but they lack the obvious AI features of Semantic Scholar.

It’s made me realise we might all be talking past each other because we haven’t actually defined what we mean.

“AI-powered search engine” is a handy catch-all term used by vendors, but it actually hides a diverse set of systems and functionality. In this post, I’ll dissect the different ways academic search can be “AI-powered” so you can decide which types actually cross the line for you.

I am going to argue that we often mean at least 4 different things when we call something “AI-powered search”

Level 1: Post-Retrieval AI Features
Level 2: Going beyond Lexical Search with Semantic Search
Level 3: LLMs for Retrieval and/or Relevance Ranking
Level 4: Synthesis and Generation Across Papers
Level 0??: Use of AI to extract, cluster, or organise metadata used for retrieval

Levels here may not be the right framing, as the four different categories are largely orthogonal (except maybe Level 3 is a subset of level 2), but they map to most common academic search products (e.g. Level 4 is usually Deep Research) and higher levels generally reflect higher risk and greater amount of pushback from librarians.

Thanks for reading Aaron Tay’s Musings about Librarianship! Subscribe for free to receive new posts and support my work.

The Spectrum of AI in Search

Level 1: Post-Retrieval AI Features

Does “AI-powered search engine” mean “AI” that impacts the search process only? Not necessarily. There’s a whole category of AI features that don’t affect the search results you get at all. Things like optional summarisation of individual items (e.g., AI Insights on Ebscohost databases), translation tools, or text-to-speech features.

These are post-retrieval conveniences. You search, you get your results list (however that list was generated), and then you have the option to use AI to help you process what you found. The search itself? Unchanged.

In theory, if you don’t like these features, you can ignore them.

Editor’s Note: Read the rest of the story, at the below link.

Continue/Read Original Article Here: What Do We Actually Mean by “AI-Powered Search”?

#AaronTay #AI #AIPowered #AIPoweredSearch #artificialIntelligence #GoogleScholar #GoogleScholarLabs #GoogleSearch #Levels #LexicalSearch #SemanticScholar #Substack #Technology #VariousSystems

a-post-about-ai-generative-ai-and-news-about-artificial.png

Comscore cracks the audio measurement gap with Trade Desk integration: Comscore launches AI-powered audio targeting and measurement on The Trade Desk, addressing a 22% investment gap between consumer engagement and advertiser spending. https://ppc.land/comscore-cracks-the-audio-measurement-gap-with-trade-desk-integration/ #Comscore #AudioMeasurement #TradeDesk #MarketingTech #AIPowered

Sinh viên phát triển công cụ AI biến cuộc họp thành trình bày, tóm tắt và trò chuyện AI. Tính năng: tóm tắt cấu trúc, trình bày tự động, trò chuyện AI và phiên dịch đa ngôn ngữ #AI #TrợLyCuộcHọp #CôngCụTrợLy #SinhVienPhatTrien #MeetingAssistant #AIPowered #ProductivityTools #CôngNghệ

https://www.reddit.com/r/SaaS/comments/1q5q40r/im_building_an_ai_tool_that_turns_meetings_into/

#AMD unveiled the #Ryzen #AI 400 Series processors at CES 2026, promising #AIpowered #personalcomputers with faster multitasking and content creation. The new processors feature 12 CPU cores and 24 threads, and are available in the first quarter of 2026. https://techcrunch.com/2026/01/05/amd-unveils-new-ai-pc-processors-for-general-use-and-gaming-at-ces/?eicker.news #tech #media #news

A smartphone portal scene is a strong pick for posts and reels. Learn how to make one fast.
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https://ai.thisgrandpablogs.com/woman-breaking-through-smartphone/

Your face becomes art. See bold lines pop with Gemini.
#ExpressiveFaceArt #DigitalIllustration #AIPowered
https://ai.thisgrandpablogs.com/vector-art-portrait/

ArkhamMirror: because clearly, investigative journalists need a CIA-style secret lair to do their jobs. 🤡 Just what we've always wanted: an airgapped, AI-powered document snooping tool that makes sure no one can ever accuse reporters of having a life outside of GitHub. 🕵️‍♂️✨
https://github.com/mantisfury/ArkhamMirror #ArkhamMirror #InvestigativeJournalism #AIPowered #Tools #ForJournalists #SecretLair #HackerNews #ngated

#ACDSeeGemstone Photo Editor 15 is an AI-powered Photoshop alternative: https://zorz.it/KTZKG

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I swapped my morning routine for an AI-powered one — here’s why you’re going to want to copy this system – Tom’s Guide

I swapped my morning routine for an AI-powered one — here’s why you’re going to want to copy this system

Features

By Alex Hughes published yesterday

Can AI make me more productive in the morning

(Image credit: Shutterstock)

I am not the biggest fan of mornings. Actually, scratch that. I really don’t like mornings. I struggle to get out of bed and when I do, it is a case of doing the bare minimum before leaving the house.

However, I would like to change that. In an effort to become more productive, I wanted to see if swapping my morning routine for a better one, could help make me feel more productive.

Currently, especially on weekdays, I roll out of bed, get dressed and ready for the day, and go. But surely I can fit more in? And on the weekends, I have plenty of time. You may like

So I decided to ask ChatGPT to help me redesign my morning routine, hoping to bring some productivity to my day.

ChatGPT’s morning routine

(Image credit: Anastasiya Vragova / Pexels)

I prompted ChatGPT “I’m struggling to be productive in the morning. Design me two morning routines — one for weekdays, between 6:50 and 7:50, and one for the weekends – between 8-10 when I have more time.”

ChatGPT responded with the very supportive “You’re not lazy — mornings are a systems problem. If the system is vague, motivation collapses. Below are two clear, realistic routines designed to remove decision-making and build momentum, not perfection.”

So, how does my new day look? On the weekdays, it is split into small increments. First, for 10 minutes I get out of bed (with no phone scrolling), I drink some water and I open a window.

Continue/Read Original Article Here: I swapped my morning routine for an AI-powered one — here’s why you’re going to want to copy this system | Tom’s Guide

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