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Weird Generalization and Inductive Backdoors: New Ways to Corrupt LLMs
Weird Generalization and Inductive Backdoors: New Ways to Corrupt LLMsJan Betley, Jorio Cocola, Dylan Feng, James Chua, Andy Arditi, Anna Sztyber-Betley, Owain EvansAbstract: LLMs are useful because they generalize so well. But can you have too much of a good thing? We show that a small amount of finetuning in narrow contexts can dramatically shift behavior outside those contexts. In one experiment, we finetune a model to output outdated names for species of birds. This causes it to behave as if
Beat the Bots: AI’s Résumé Hack Revealed
AI is rewriting the rules of job hunting, and in this video, I reveal how to beat the...
Beat the Bots: AI’s Résumé Hack RevealedAI is rewriting the rules of job hunting, and in this video, I reveal how to beat the bots with a game-changing résumé hack. Did you know that up to 75% of résumés get rejected by AI recruiters before a human even sees them? I’ll share my experiment using AI to create the ultimate résumé designed to outsmart applicant tracking systems (ATS)—a tool used by 99% of Fortune 500 companies.Key insights covered include: - The emerging phenomenon of AI gatekeepin
On the one hand I'm happy that we saw the AI assistant backfiring so terribly.
On the other hand i really don't love how they're...
<p>On the one hand I’m happy that we saw the AI assistant backfiring so terribly.</p><p>On the other hand i really don’t love how they’re anthropomorphising the AI so much. Chat-GPT doesn’t think. Copilot doesn’t want anything. They are not intelligent in any sense they are large language models. You don’t negotiate with them because there’s nothing to negotiate with.</p>
A great way to identify if a realistic video of a person is AI or not is by looking at the eyes.
Every single person's eyes,...
<p>A great way to identify if a realistic video of a person is AI or not is by looking at the eyes.</p><p><br/></p><p>Every single person’s eyes, even the ones of the most depressed people in the world, have something behind them. Some people call it life, some people call it soul, but you can see there is something behind their eyes. AI can’t mimick that.</p>
Claude CoWork: AI That Actually Does the Work
Claude CoWork: AI That Actually Does the WorkClaude CoWork is Anthropic’s new “virtual coworker” mode for Claude, designed to live on your desktop and handle multi-step tasks for you.Instead of copying and pasting into a chatbot, you point it at a folder and let it sort files, extract data, draft reports, and more while keeping you in the loop.In my new TechGlimmer.io review, I unpack:How CoWork changes day-to-day workflowsThe most exciting real-world use casesWhere the risks and limitations s
How To Make Freakishly Realistic AI Videos (Full Tutorials)
#AITools #AIApps #ProductivityTools #Automation #FutureOfWork...
How To Make Freakishly Realistic AI Videos (Full Tutorials)#AITools #AIApps #ProductivityTools #Automation #FutureOfWork #TechUpdateshttps://ift.tt/swqSUCrJanuary 17, 2026 at 11:12PM
How to Make Music Videos with AI | Full Course
#AITools #AIApps #ProductivityTools #Automation #FutureOfWork...
How to Make Music Videos with AI | Full Course#AITools #AIApps #ProductivityTools #Automation #FutureOfWork #TechUpdateshttps://ift.tt/pNZVnaLJanuary 17, 2026 at 11:19PM
This Stock Is Quietly Dominating AI (And It’s Not Nvidia)
#AITools #AIApps #ProductivityTools #Automation #FutureOfWork...
This Stock Is Quietly Dominating AI (And It’s Not Nvidia)#AITools #AIApps #ProductivityTools #Automation #FutureOfWork #TechUpdateshttps://ift.tt/VQiwe82January 17, 2026 at 11:26PM
Meta Just Changed Everything - The End of Language-Based AI?
#AITools #AIApps #ProductivityTools #Automation #FutureOfWork...
Meta Just Changed Everything - The End of Language-Based AI?#AITools #AIApps #ProductivityTools #Automation #FutureOfWork #TechUpdatesvia Blogger https://ift.tt/9qpzSwUJanuary 17, 2026 at 10:30PM
Google's NEW TranslateGemma is INSANE!
Translate Gemma is Google’s newest open-source translation
model, and it’s a massive leap forward in efficiency. It runs fully
offline, supports 55 languages, and works directly on phones,
laptops, or servers without sending data to the cloud.
New Google Stitch Update Is INSANE!
Google’s new Stitch update makes building and sharing
AI-generated websites and apps dramatically easier. With
one-click standalone previews, anything you create with Gemini
can now open in its own tab like a real, live website.
Google Gemini's NEW FREE Upgrades Are INSANE!
Google’s AI ecosystem now includes multiple free and powerful
tools designed for different workflows, from learning and research
to automation and app creation. Each tool serves a specific role
and works best when used for the right task. Notebook is designed
for learning and research. It can pull in information from the web,
YouTube, and documents, then generate chatbots, audio
summaries, faceless videos, flashcards, and infographics.
FREE Claude Cowork AI Agent Alternatives!
We’re comparing Shadow to Claude Co-work, the AI agent
that sits on your Mac desktop. Shadow is free and promises
automation across apps without manual work—but does it
deliver? In testing, Shadow installs easily and has basic
functionality, like connecting APIs and referencing browser data.
However, it struggles with speed, task progress visibility,
and consistent output.
NEW Claude AI Speech-to-Text Agent is INSANE!
Step up your workflow with Claude’s speech-to-text plugin. This
tool allows you to speak directly to Claude and have your words
converted into text automatically. Local processing keeps your
data private while supporting Mac, Windows, and Linux. Set
custom hotkeys, skip typing, and replace subscription-based tools
like Whisper Flow. Perfect for anyone looking to save time,
streamline note-taking, or explore the latest AI tech without
needing coding experience. Full setup instructio
FREE AI Voice Cloning: Clone Any Voice Locally (Open Source)
See how real-time voice cloning comes to life with Vox CPM.
From downloading audio files to configuring Python scripts and
installing necessary plugins, this walkthrough covers it all. The
process includes testing, troubleshooting memory limits, adjusting
CFG settings, and generating speech using a local Mac mini
setup. The result is a functional, personalized voice model
that can transform text into natural-sounding audio.
CES 2026 Insights for Marketers
At CES 2026 (January 6-9, 2026) Pedro L. Rodriguez, Founder, PLR Group Inc. dives into the top marketing and tech trends that will drive business goals and consumer engagement throughout the year.
CES 2026 highlights include:
Artificial Intelligence (e.g. Systems Integration)
Content (e.g. Media Networks and AI ethics)
Tech (e.g. Robotics and Entertainment)
Gaming (e.g. Hardware)
Full report available via
Advertising Club of New York: https://www.theadvertisingclub.org/118764-2/
PLR Group
长桥清音 | Echoes of the Long Bridge
2025
Real-time interactive video with gesture tracking
Technical implementation: Kinect motion capture, TouchDesigner real-time rendering, artificial intelligence
This work uses a Kinect depth camera to capture visitors' hand movements, transforming their body language into visual parameters through real-time data processing to trigger interactions within the projected imagery. Visitors' gestures become 'invisible strings,' plucking the cables of bridge structures to produce melodious sounds, g
Man Vs Robot
Man Vs Robot is a short film created entirely with AI in just 24 hours.
From concept and script to visuals, voices, music, and editing — every part of this project was generated using artificial intelligence.
This film explores the tension between human creativity and machine intelligence.
What happens when technology starts to think, create, and challenge us back?
Is AI a tool, a partner, or a rival?
Man Vs Robot is an experiment, a challenge, and a statement:
a glimpse into the future of fil
PdMLabs SIGMOD 2026 Demonstration Video
Predictive maintenance (PdM), a critical application of rare-event prediction, has established well-documented economic benefits in Industry 4.0 by reducing unplanned downtime. However, its industrial scalability is frequently hindered by the implementation gap: operational environments generate data with a unique statistical fingerprint—even among identical asset classes—causing bespoke models to fail when transferred across fleets. To bridge this gap, we introduce PdMLabs, an automated machine
16310072-Machine Learning (ML)
Machine Learning (ML)