Claude Now Spots Harmful Chats for Anthropic

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🔐 Anthropic introduces an AI safety system that lets Claude monitor its own conversations

Anthropic has introduced self-assessment, a new safety technique that lets Claude review its own conversations for potential misuse, helping it identify harmful activity that traditional AI monitoring systems might miss.

The Shift:

• After every response, Claude evaluates the conversation for potential harm, identifying the type of misuse, its severity, and whether human reviewers should investigate further.
• On Claude Fable 5, self-assessment detected 78% of potentially harmful conversations and 94% of high-priority cases, while maintaining a 1% false-positive rate.
• The system flagged over 100,000 potential child exploitation violations linked to one API customer, prompting an investigation and report to authorities. It also uncovered an automated romance-scam operation.
• Self-assessment adds less than 2% to inference compute, making large-scale monitoring more affordable than running separate AI classifiers across every conversation.
• The system remains vulnerable to determined attackers, reducing successful attacks from 79% to 54% in testing, although it increased the computational cost of successful attacks roughly fourfold.

Anthropic's approach could make AI safety monitoring more scalable by allowing increasingly capable models to help detect their own misuse. Running since June, the system has already uncovered suspicious activity missed by existing safeguards.

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🧐How to find the oldest version of you online and clean it up using ChatGPT

Everything you ever put online is still out there somewhere. Five prompts to find it, assess it, and remove what you would rather nobody saw.

Step 1: Find every old account you forgot about Open ChatGPT with web search on and paste this:

“Help me find old accounts I may have forgotten about, any accounts tied to my email [your email], my phone number, old social media on MySpace, Tumblr, old forums, dating sites, and any other platforms I might have signed up for years ago.”

Step 2: See what a stranger would find “Search my name online. Tell me what the first page of Google results looks like for someone who just met me, what impression it gives, and what I should be concerned about.”

Step 3: Find what data brokers have on you “Search the major data broker sites, Spokeo, WhitePages, BeenVerified, Intelius, for my name and location. List every profile you find with the URL and what each one shows.”

Step 4: Write the removal requests “For every site you found, write the exact removal request that site requires. Show me the destination, the text, and the information I need to provide.”

Step 5: Build your privacy lockdown checklist “Build me a personal privacy lockdown checklist, old accounts to close, social settings to change, phone settings to adjust, and habits to stop feeding data brokers.”

Set a scheduled task to recheck the removal list every week until every site is clear.

🧠 OpenAI's AI models challenge decades-old mathematical and scientific theories

OpenAI has announced three major AI-generated research breakthroughs across mathematics, computer science, and physics, potentially resolving longstanding problems that have challenged scientists for decades. Independent experts are now examining the findings.

The Shift:

• In computer science, OpenAI claims its models disproved the Exponential Time Hypothesis, a decades-old assumption underpinning hundreds of research papers about computational complexity.
• The models reportedly proved the 35-year-old local smoothing conjecture across all dimensions, which would also resolve the Kakeya and Stein's restriction conjectures in mathematics.
• In physics, AI generated mathematical existence proofs for quantum chromodynamics and Yang–Mills theory, addressing part of a $1 million Millennium Prize problem.
• Leading researchers, including Nobel laureate David Gross and the original proponents of the Exponential Time Hypothesis, are reviewing the results, with OpenAI releasing proofs for independent verification.

If validated, these findings could reshape theoretical computer science, mathematics and fundamental physics. Disproving the Exponential Time Hypothesis would challenge assumptions used to establish computational limits, while the physics results could strengthen the mathematical foundations of quantum field theory. 

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🏆 Tools you Cannot Miss:

🎨 StoreLocale – Translates app screenshots for different markets while preserving their layouts, helping teams create localized App Store and Google Play visuals.

🎥 Jockey by TwelveLabs – Makes video libraries searchable by what's happening inside the footage, helping teams find relevant clips without manually reviewing every recording.

🎬 MOVO AI – Provides a mobile AI video creation workflow designed for producing longer-form video content.

📣 GenPage 3.0 – Builds and personalizes landing pages with AI, helping marketers create different page experiences and optimize campaigns.

🎧 Orbora – Creates personalized guided audio experiences, including meditation, breathing exercises, and ASMR content.

🚀 Quick Hits

⚖️ Apple and OpenAI are scheduled to face trial on July 19, 2027, after a judge set the date for proceedings in Apple’s ongoing trade secrets lawsuit against OpenAI.

🤖 Mistral AI officially released Large 4 (Le Chonk), claiming it leads open-weight models in coding while improving cybersecurity capabilities and safeguards against malicious cyber requests.

🌲 Finnish police launched a criminal investigation into suspected environmental violations at Google’s data center site near Muhos, examining drainage issues and reported forest clearing before required environmental assessments were completed.

🛡️ Meta is expanding parental alerts to Facebook for teens’ self-harm-related searches, alongside notifications for concerning AI chatbot conversations across Facebook, Messenger, and Instagram, helping parents identify potential distress.

📉 Reddit announced plans to shift toward a primarily logged-in experience as AI search reduces referral traffic, with US daily active users falling to 50.7 million despite 53% revenue growth.

👨‍💻 What’s trending on socials

📱 A viral X post highlighted how shared links can reveal device types through URL parameters, with s=46 indicating iPhone, s=19 Android, and s=20 browser sharing.

📉 House Democrats introduced a resolution opposing taxpayer-funded bailouts for AI companies, citing concerns over circular investments, rising debt, and potential financial fallout if the industry crashes.

🚀 OpenAI announced doubled usage limits for Pro 100/200/500 and Business Premium tiers, while maintaining Pro 200 Work and Codex allowances and extended, separate usage limits for dots.

📉 According to The Guardian, employers worldwide are scaling back AI use amid concerns over inaccurate outputs, low-quality work, rising costs, security risks, and additional time spent correcting errors.

💰 Personal AI startup Wabi announced $55 million in Series A funding led by IVP, backed by a16z and Forerunner, to develop an AI-powered life organization platform.

🤳AI Nugget of the Day

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