End of hallucinations? How Vancouver AI firms achieve accuracy
How to Recover Your Stolen Crypto After a Scam–Guidance from Intelligence Cyber
How to Recover Your Stolen Crypto After a Scam – Guidance from Intelligence Cyber Wizard Being scammed can be a painful and frustrating experience. Many victims feel overwhelmed and unsure about what to do next. However, taking quick action can significantly increase the chances of recovering lost funds. Whether the scam involves gift cards, bank transfers, credit cards, or cryptocurrency, it is important to act immediately and keep all records related to the transaction. For victims who were asked to pay using gift cards, contacting a recovery or investigation team as soon as possible is critical. In some cases, funds may still be frozen or traced if the report is made quickly before scammers fully redeem the cards. If the scam involved a wire transfer, victims should immediately report the transaction and provide the full transfer details. Rapid reporting may allow investigators or financial institutions to attempt to intercept the funds before they are withdrawn or moved to another account. For those who paid with credit or debit cards, contacting the card issuer and filing a dispute is essential. Many banks and card companies offer fraud protection programs that may reverse unauthorised transactions after an investigation. In the case of electronic bank transfers, victims should quickly notify their bank and request a dispute or stop-payment order. Keeping records such as receipts, transaction IDs, and screenshots will strengthen the claim and help investigators track the movement of funds. If payment was made through mailed checks, cash, or money orders, contacting the payment issuer or courier immediately may help stop or cancel the transaction if it has not yet been cashed. Some scams involve paying for products or services that are never delivered. Victims should document all communications with the seller, including emails, receipts, and payment confirmations, and file a complaint with the relevant authorities or fraud investigation services. When scammers obtain personal information, such as passwords or identity details, victims should change all passwords immediately, monitor financial accounts, and consider placing a credit freeze or identity theft alert to prevent further damage. For scams involving cryptocurrency, recovery can be more complex because blockchain transactions are typically irreversible. However, reporting the scam quickly and providing wallet addresses and transaction details may allow cyber investigators to trace the funds and identify the movement of digital assets. Cyber investigation groups such as Intelligence Cyber Wizard focus on cyber intelligence, cryptocurrency investigations, and digital asset tracing. Their services aim to assist victims by analysing blockchain transactions, tracking scam networks, and helping individuals understand possible recovery options. The most important step for any victim is to act quickly. Save all evidence, including receipts, transaction IDs, screenshots, emails, and wallet addresses. The sooner a scam is reported, the greater the chance that investigators or financial institutions may be able to help. Online scams continue to evolve, but awareness and rapid reporting can make a significant difference. If you or someone you know has been targeted by a scam, gather all relevant information and seek professional guidance as soon as possible. Every minute counts when it comes to protecting your finances and attempting recovery.
Schedule a mail session with the forensic team of professionals today. How to Approach Contacting the team: Type “Intelligence Cyber Wizard” into Google to find their official contact on Google reviews or contact directly via – mail at intelligencecyberwizard (@) mail . com to get started immediately.
CSOA Forte Prenestino (2023)
The article discusses the CSOA Forte Prenestino, a self-managed social center in Rome that has been active since the 1970s. It highlights the center's role as a hub for political and cultural activities, as well as its efforts to maintain autonomy and resist gentrification in the surrounding neighborhood.
How to Recover Your Stolen Crypto After a Scam–Guidance from Intelligence Wizard
How to Recover Your Stolen Crypto After a Scam – Guidance from Intelligence Cyber Wizard Being scammed can be a painful and frustrating experience. Many victims feel overwhelmed and unsure about what to do next. However, taking quick action can significantly increase the chances of recovering lost funds. Whether the scam involves gift cards, bank transfers, credit cards, or cryptocurrency, it is important to act immediately and keep all records related to the transaction. For victims who were asked to pay using gift cards, contacting a recovery or investigation team as soon as possible is critical. In some cases, funds may still be frozen or traced if the report is made quickly before scammers fully redeem the cards. If the scam involved a wire transfer, victims should immediately report the transaction and provide the full transfer details. Rapid reporting may allow investigators or financial institutions to attempt to intercept the funds before they are withdrawn or moved to another account. For those who paid with credit or debit cards, contacting the card issuer and filing a dispute is essential. Many banks and card companies offer fraud protection programs that may reverse unauthorised transactions after an investigation. In the case of electronic bank transfers, victims should quickly notify their bank and request a dispute or stop-payment order. Keeping records such as receipts, transaction IDs, and screenshots will strengthen the claim and help investigators track the movement of funds. If payment was made through mailed checks, cash, or money orders, contacting the payment issuer or courier immediately may help stop or cancel the transaction if it has not yet been cashed. Some scams involve paying for products or services that are never delivered. Victims should document all communications with the seller, including emails, receipts, and payment confirmations, and file a complaint with the relevant authorities or fraud investigation services. When scammers obtain personal information, such as passwords or identity details, victims should change all passwords immediately, monitor financial accounts, and consider placing a credit freeze or identity theft alert to prevent further damage. For scams involving cryptocurrency, recovery can be more complex because blockchain transactions are typically irreversible. However, reporting the scam quickly and providing wallet addresses and transaction details may allow cyber investigators to trace the funds and identify the movement of digital assets. Cyber investigation groups such as Intelligence Cyber Wizard focus on cyber intelligence, cryptocurrency investigations, and digital asset tracing. Their services aim to assist victims by analysing blockchain transactions, tracking scam networks, and helping individuals understand possible recovery options. The most important step for any victim is to act quickly. Save all evidence, including receipts, transaction IDs, screenshots, emails, and wallet addresses. The sooner a scam is reported, the greater the chance that investigators or financial institutions may be able to help. Online scams continue to evolve, but awareness and rapid reporting can make a significant difference. If you or someone you know has been targeted by a scam, gather all relevant information and seek professional guidance as soon as possible. Every minute counts when it comes to protecting your finances and attempting recovery.
Schedule a mail session with the forensic team of professionals today. How to Approach Contacting the team: Type “Intelligence Cyber Wizard” into Google to find their official contact on Google reviews or contact directly via – mail at intelligencecyberwizard (@) mail . com to get started immediately.
Prohibited Countries – Mercury Bank
The article outlines the countries and regions that are prohibited from using Mercury's services, including countries subject to U.S. sanctions, embargoes, or other restrictions, as well as certain high-risk jurisdictions. It provides guidance on how to determine if a location is prohibited and the consequences of attempting to use Mercury's services in these areas.
API to Clean Markdown Docs for AI Agents (No More Stale Endpoints)
APIFlora is a platform that helps developers build and manage APIs, providing tools for API design, testing, documentation, and deployment. It offers a range of features to streamline the API development process and improve collaboration among teams.
Dr Seuss Day: 'Without Oxford University, We Don't Get Dr. Seuss'
The article discusses the emergence of ChatGPT, a powerful AI language model developed by OpenAI, and its potential impact on various industries. It explores the capabilities of ChatGPT, its limitations, and the ongoing debate surrounding the ethical and societal implications of such advanced AI technology.
Connected Claude to a 1983 oscilloscope [video]
FFmpeg at Meta: Media Processing at Scale
This article discusses how Meta (Facebook) uses FFMPEG, an open-source multimedia framework, to process video and audio content at scale. It highlights the challenges Meta faces in handling massive amounts of media data and how FFMPEG has been instrumental in their video engineering efforts.
Managed OpenClaw hosting your own AI assistant in 60 seconds, no server needed
People reporting Twitter leaking real names to Israel
What Happens When 2 College Dropouts with No Budget Solve Real-Time Translation
Seagull is a new open-source web browser focused on privacy, security, and performance. It offers advanced features like built-in VPN, ad-blocking, and customizable user profiles to provide a more private and secure browsing experience.
The Poison of Inertia
The article discusses the recent surge in poisoning incidents in the UK, including the poisoning of former Russian spy Sergei Skripal and his daughter Yulia. It examines the potential causes and implications of these incidents, as well as the international response and ongoing investigations.
BullshitBench: Models Answering Nonsense Questions
This article explores the concept of the 'bullshit benchmark,' a new method for evaluating the capabilities of large language models by assessing their ability to generate coherent and sensible responses to prompts designed to be challenging or nonsensical.
Show HN: I built a sub-500ms latency voice agent from scratch
I built a voice agent from scratch that averages ~400ms end-to-end latency (phone stop → first syllable). That’s with full STT → LLM → TTS in the loop, clean barge-ins, and no precomputed responses.
What moved the needle:
Voice is a turn-taking problem, not a transcription problem. VAD alone fails; you need semantic end-of-turn detection.
The system reduces to one loop: speaking vs listening. The two transitions - cancel instantly on barge-in, respond instantly on end-of-turn - define the experience.
STT → LLM → TTS must stream. Sequential pipelines are dead on arrival for natural conversation.
TTFT dominates everything. In voice, the first token is the critical path. Groq’s ~80ms TTFT was the single biggest win.
Geography matters more than prompts. Colocate everything or you lose before you start.
Thunderstorms conjure ghostly coronae in treetops
The article discusses how thunderstorms can create ghostly coronae, or rings of light, around the tops of trees. These optical phenomena are caused by the scattering of light through water droplets in the air, and they provide a glimpse into the complex interactions between weather and the natural world.
More Is Different (1972) [pdf]
The article discusses the concept of 'more is different' in the context of phase formation and phase transitions in materials, highlighting how the emergence of new phenomena at higher scales of complexity cannot be predicted from the properties of individual components alone.
Catch exhaustion before it burns out your engineers
On-Call Health is an open-source platform that connects medical professionals with patients in need of emergency care, enabling efficient and accessible healthcare services. The platform leverages AI and real-time data to streamline the on-call process, improving patient outcomes and reducing strain on the healthcare system.
CIAM Weekly: An Interview with Brian Bell
The article presents an interview with Brian Bell, the co-founder of Ciamweekly, discussing the platform's goal of providing a balanced and inclusive perspective on current affairs, as well as the challenges of running a media startup and the importance of fostering constructive dialogue in a polarized social and political landscape.
Yukon Time Zone
The Yukon Time Zone is a time zone that covers the Canadian territory of Yukon. It is observed in the Yukon and parts of British Columbia, and is 8 hours behind Coordinated Universal Time (UTC-8).
The AWS SDK for .NET: A Code Quality Wake-Up Call
The article examines the code quality of the AWS SDK for .NET, highlighting areas for improvement in documentation, error handling, and usability, and calls for increased attention to developer experience to enhance the overall effectiveness of the SDK.
AI Won't Automatically Accelerate Clinical Trials
The article discusses the use of AI in clinical trials, exploring its potential to streamline the drug development process by improving patient recruitment, optimizing trial design, and enhancing data analysis, while also highlighting the need for careful oversight and transparency to ensure the ethical and responsible deployment of these technologies.
Rembrandt's Vision of Zacharias in the Temple rediscovered after 65 years
The article discusses the ongoing conflict in Ukraine, focusing on the strategic importance of the city of Kherson and the challenges faced by both Ukrainian and Russian forces in the region. It provides an overview of the military operations and the potential impact of the battle for Kherson on the broader war.
SerpApi Filed Motion to Dismiss Google's Lawsuit
The article discusses a lawsuit filed against the company SerpApi, which provides web scraping services. The lawsuit alleges that SerpApi violated the Computer Fraud and Abuse Act, and SerpApi has filed a motion to dismiss the case.
Show HN: I built an AI sound effects generator for game devs
Firefox 149 beta develops a split personality
The article discusses the upcoming release of Firefox 149 Beta, which promises significant improvements to the browser's performance, security, and user experience. Key highlights include enhancements to the address bar, better privacy controls, and the introduction of a new tab management system.
Show HN: IndieMe – AI for building artist brand identity and release strategy
Hi HN,
My team and I (a group of independent music artists and developers) have been building IndieMe, an AI system that helps artists define their identity while planning releases.
A pattern we kept seeing in independent music is that artists don’t necessarily struggle with making songs. They struggle with clarity — who they are, what they stand for, what their visual world looks like, and who they’re actually speaking to. Without that foundation, release marketing tends to feel scattered.
So we built a structured onboarding workflow that models an “Artist Profile” first — including target audience, visual direction, color palette, narrative positioning, and messaging backbone. From that profile, the system generates release strategies, content ideas, and actionable timelines that stay consistent with the artist’s identity.
Under the hood, we focus on structured outputs instead of open-ended chat. The goal is to generate modular, editable building blocks (identity system → strategy modules → task plan) rather than walls of AI text.
We’re officially launching now with a free tier and Pro subscription, and are actively testing whether artists are willing to pay for identity-first strategy tooling.
Would really appreciate feedback — especially from: - indie musicians - people building AI-native SaaS - anyone thinking about identity modeling/content planning for creators
Happy to answer questions.
https://indie-me.ai
— Jason
Welcome (Back) to Macintosh
The article welcomes readers back to the Macintosh platform, highlighting the recent release of macOS Ventura and the continued evolution of Apple's desktop operating system. It discusses the new features and improvements introduced in the latest version of macOS, as well as the ongoing importance of the Macintosh ecosystem for Apple and its users.
Show HN: Ed – A modern take on ancient codebook technology
ED is a new way to protect your messages in a old way.
The typical codebook comes with many challenges. They are hard to transport, hard to update, distribute. They do have one solid feature however. If the codebook can be kept secret, it will not be broken with compute.
ED attempts to solve these issues.
The words database included in the repo is a collection of over 2million common words, phrases, people, places and things. Each entry is tied to a unique string of numbers. To generate a 'key' we simply shuffle the map using secrets.randbelow() function. This is important as it's using device level entropy. Each entry reaches the 2million+! Permutation equally.
The combination of shuffles is now considered your key. This is what you can share with Bob.
Because each entry has multiple entries, based on how common a word or phrase is. You can send the same exact message many times without it ever repeating.
Alice and Bob can also generate long term keys that can be rotated. This comes at the cost of key size, but a 365 day key schedule is still only around 4gb.
Because of the ability to compress a long phrase into a single entry, this codebook shrinks the data efficiently.
Once the two ends are established, you should be able to privately communicate over any channel, including public channels.
Example Gallery: https://postimg.cc/gallery/Gs23JQW
SDK code mode shows SotA accuracy for operating APIs via MCP
The article discusses the advantages of using SDK code mode for developing web applications, including improved performance, reduced complexity, and better maintainability. It also provides guidance on implementing SDK code mode and the benefits it can bring to the software development process.