AI training Archives

AppWizard

May 9, 2026

Instagram Loses End-To-End Message Encryption Today; What It Means For You

Instagram has discontinued its end-to-end encryption (e2ee) feature for direct messages, which previously allowed users to communicate securely without interception. All direct messages will now be protected by standard encryption, allowing potential access by service or network providers. Meta, Instagram's parent company, cited low usage rates for this change, which was communicated in March. Privacy advocates have raised concerns about user communications being shared with law enforcement and for AI training purposes, although Meta clarified it does not use private messages for AI purposes. Users seeking privacy can switch to WhatsApp or the standalone Messenger app, which still support e2ee. Meta has also advised users who had e2ee enabled to download their chat histories and media before the feature is fully retired.

AppWizard

April 29, 2026

How to turn off Meta AI (Facebook, Instagram, and WhatsApp)

Meta AI has been integrated into Facebook, Instagram, WhatsApp, and Messenger, enhancing user experiences with features like search functionalities, chat interactions, and content generation. Users express a desire to limit their interactions with Meta AI due to concerns about transparency, privacy, and data security. The AI model is trained on diverse data sources, including public posts and user interactions, raising issues regarding data control. On WhatsApp, personal messages and calls are end-to-end encrypted, while Instagram may share past messages with Meta AI for context. Security vulnerabilities have been reported, including incidents of data mishandling. Currently, there is no comprehensive option to disable Meta AI across all platforms, but users can take steps to limit interactions, such as muting AI prompts and adjusting privacy settings. Users in the E.U. and U.K. can object to certain data uses under GDPR by submitting requests through their Meta accounts. To protect privacy, users are advised to opt out of AI training, limit personal data sharing, and use privacy tools like VPNs.

Winsage

April 14, 2026

Veteran Windows dev shows off AI running on 47-year-old PDP11 with 6 MHz CPU and 64KB of RAM — ‘gloriously absurd’ project runs transformer model written in PDP-11 assembly language

Veteran Windows developer Dave Plummer is using a 47-year-old PDP-11 system with a 6 MHz CPU and 64KB of RAM to train a neural network called ‘Attention 11,’ developed in PDP-11 assembly language. The model is tasked with reversing a sequence of eight digits, requiring it to understand structural rules similar to those used in contemporary large language models like ChatGPT. Plummer emphasizes the importance of optimizing for the system's constraints, stating that constraints drive creative engineering. The model operates with 1,216 parameters and uses fixed-point math with 8-bit precision. After approximately 350 training steps, the model achieved 100% accuracy in the number-reversing task in about 3.5 minutes. Plummer argues that modern AI operates on the same mechanical principles as this vintage machine, just at a much larger scale, and suggests that companies focusing on efficiency and optimization may gain an advantage in the AI landscape.

AppWizard

February 17, 2026

The Simplest Android App for Scanning Documents

FairScan is a free and open-source scanning application designed for Android users, allowing them to photograph, crop, and compile multipage documents into a single PDF file. The app prioritizes user privacy and simplicity, avoiding intrusive ads and questionable privacy practices common in other scanning apps. Users can download FairScan from the Google Play Store or F-Droid, and the scanning process involves capturing images of documents in a well-lit area, with the option to add additional pages. Scanned documents can be exported as a single PDF or multiple JPEG files. While FairScan lacks features like post-capture editing and optical character recognition, it effectively serves its primary purpose without unnecessary distractions.

AppWizard

February 11, 2026

I simplified my Google Photos searching and editing with this trick

Google Photos has introduced a new feature called Ask Photos, which allows users to edit images using natural-language prompts instead of traditional editing tools. This feature is available for personal Google accounts in the U.S. and requires users to opt in and enable face match and location estimation. While Ask Photos simplifies the editing process, users should be cautious about privacy, as prompts will be used for training purposes, even though Google does not use photos or videos for AI training. To use Ask Photos, users must open the Google Photos app, select a photo, tap the Edit button, and enter their request in the Help me edit text field. Additionally, Google Photos provides transparency regarding edits through C2PA Content Credentials, which document the types of edits made and distinguish between original and edited photos.

AppWizard

January 27, 2026

BETT 2026: Microsoft reveals major Copilot, AI, and Minecraft Education updates | ETIH EdTech News

Microsoft showcased a comprehensive update to its education platform at BETT 2026, integrating AI tools like Copilot into Microsoft 365, Teams for Education, Learning Accelerators, and Minecraft Education. The new Teach module allows educators to create lesson plans aligned with standards from over 35 countries, generate rubrics, and modify reading levels. Minecraft Education lesson plan creation using Copilot is set to enter preview in February 2026. Microsoft introduced a Study and Learn agent for students, designed to support independent learning through tailored interactive activities, with a preview scheduled for January 2026. The program emphasizes AI literacy through Minecraft Education, helping students recognize AI in tools, understand algorithms, and develop critical evaluation skills. Learning Accelerators will expand with a new Microsoft 365 LTI for LMS integration, allowing full integration of Microsoft 365 apps and Copilot into learning management systems by Spring 2026. Microsoft also addressed AI misuse concerns, introducing assignment-level controls for educators to define acceptable AI usage, with previews scheduled for February 2026.

AppWizard

December 4, 2025

Opera brings desktop AI features to its Android app

Opera has integrated innovative artificial intelligence features into its Android application, following previous updates to its desktop browsers. The latest update includes contextual AI, which allows users to use content from their current tab in prompts, and visual intelligence, enabling the attachment of images and files for AI analysis directly within the search bar. A new access point for AI is located beside the search box, allowing users to switch between traditional search and the Ask AI feature easily. The visual intelligence upgrade allows users to attach documents or photos for processing by the AI. Contextual AI reduces typing by using content from the current tab, ensuring that only relevant information is utilized and that user data is not used for AI training or advertising. The update is available for download through the Play Store.

AppWizard

November 22, 2025

No, Google isn’t using your Gmail data to train AI models, but that doesn’t mean you shouldn’t be careful about the kind of data you share with companies

The ongoing dialogue surrounding data collection highlights the relationship between users and their digital footprints, particularly during events like Black Friday. Recent claims about a new Gmail setting allowing Google to use user message data for AI training have been clarified by Google, which states it does not use Workspace data for this purpose. Instead, data is anonymized to improve features like spam detection. Users often become the product in a digital economy where their data is exchanged for free services, leading to the creation of detailed profiles that can be sold to advertisers. This results in practices like price discrimination and hyper-targeted messaging. Data breaches pose a threat to companies holding extensive data, and automated decision-making can lead to biased outcomes. Consumers are encouraged to engage with privacy policies and question the necessity of data requests to better manage their data and maintain ownership of their digital identity.

Winsage

November 18, 2025

Apparently Windows 11 becoming ‘agentic AI’ means letting the bots rummage through some of your files

Microsoft's president announced the evolution of Windows into an "agentic OS," integrating AI capabilities for autonomous operation. A new tool, Copilot Actions, is being rolled out to Insiders globally via the Microsoft Store, allowing AI to interact with local files to assist users with tasks like organizing photos and managing files. Microsoft emphasizes its commitment to security and privacy, referencing its Privacy Report and Responsible AI Standard, although specifics on data handling by AI agents remain unclear.

AppWizard

October 30, 2025

Privacy rankings of popular messaging apps in 2025

Direct messaging through chat applications is not as private as often assumed, with conversations and data potentially used for advertising, AI training, and shared with law enforcement. Users can also be targeted by impersonators and face risks from social engineering tactics. Incogni analyzed 15 messaging apps and social networks based on 18 criteria for privacy, resulting in a ranking where lower scores indicate better privacy practices. The overall privacy rankings are: - Discord: 10.23 - Telegram: 13.08 - Snapchat: 13.39 - Facebook Messenger: 22.22 - WhatsApp: 23.17 When considering practical categories, the rankings change: - Telegram: 4.23 - Snapchat: 7.72 - Discord: 8.14 - WhatsApp: 11.93 - Facebook Messenger: 13.37 WhatsApp received a penalty of 3.4 points due to potential use of chats for AI training. Applications that prioritize privacy typically have secure default settings, with Telegram and Snapchat leading in this aspect, while Discord, Facebook Messenger, and WhatsApp rank lower. For securing accounts against strangers, Telegram and WhatsApp are the most secure, while Discord ranks lower. In terms of compliance with government requests for data, Snapchat has the highest approval rate at 82%, followed by Meta’s services at 78%, and Discord at 77.4%. All platforms collect varying amounts of user data, with Telegram and WhatsApp collecting the least. Telegram is noted for its extensive privacy settings, while Discord, despite limited data collection, lacks robust default privacy settings. WhatsApp excels in protecting users from strangers and has a modest data collection profile. The analysis did not include niche privacy-focused messaging apps, and only WhatsApp provides end-to-end encryption by default. Users are advised to use official mobile clients to avoid vulnerabilities, and third-party clients pose significant security risks.