This week’s key AI developments were underscored by this theme: the candid admission from Anthropic’s CEO that we have no idea how AI works. Regardless, meaningful advances from this remarkable technology continue to accelerate. This week, the FDA announced an aggressive AI rollout speeding up approvals for drugs and medical devices in the US. Conversely, a new study suggesting AI use could damage professional reputation points to an emerging social and professional balancing act as AI adoption broadens. Conversations about AI’s structural impacts on the job market were also a major theme this week. Here are the week’s highlights.
Top Stories
- BIGGEST STORY – OpenAI is reportedly exploring a new for-profit structure, potentially becoming a Public Benefit Corporation, a move sparking debate and scrutiny, including from Elon Musk, as it navigates its organizational future and financial needs. (link)
- MOST SIGNIFICANT TECH ADVANCEMENT – Engineers have developed the first programmable photonic chip capable of training nonlinear neural networks using light, a breakthrough promising to significantly accelerate AI training, reduce energy consumption, and advance light-powered computing. (link)
- BIGGEST REVELATION – Anthropic’s CEO Dario Amodei candidly admitted that experts, including those at leading AI labs, do not fully understand the intricate workings of complex AI models, highlighting a significant knowledge gap in the field. (link)
- BIGGEST MODEL – Google’s Gemini 2.5 Pro I/O Edition has reportedly surpassed Anthropic’s Claude 3.7 Sonnet as the leading AI for coding tasks, showcasing enhanced capabilities, including building full web apps from a single prompt. (link)
- BIGGEST POLICY MOVE – The U.S. FDA announced the completion of its first AI-assisted scientific review pilot and an aggressive timeline to scale AI use agency-wide by June 30, aiming to enhance review efficiency. (link)
- CURVEBALL OF THE WEEK – An AI-generated deepfake clone of a man murdered four years ago delivered a victim’s impact statement in court, a novel and poignant use of technology highlighting its evolving role in the justice system. (link)
- EDITOR’S PICK – A Duke University study suggests using AI tools at work can negatively impact professional reputation, with colleagues potentially viewing AI users as lazier or less competent, leading some to hide their AI usage. (link)
- BUSINESS HIGHLIGHT – Most enterprise AI spending is driven by fear of missing out (FOMO) rather than proven return on investment, with only about one in four AI initiatives delivering expected ROI so far, an IBM survey found. (link)
- MEDIA MOMENT – UK startup Moth and artist ILĀ released “Recurse,” reportedly the first commercial song created using quantum-powered generative AI, showcasing a new frontier in the fusion of music, AI, and quantum computing. (link)
- CODING ADVANCE – Salesforce is ambitiously targeting 50% of its code to be AI-generated by the end of 2025, signaling a major shift in software development practices and leveraging AI for significant productivity gains. (link)
- CYBERSECURITY ALERT – Over half of all fraudulent activities are now driven by AI, according to a Feedzai report, with criminals leveraging generative AI for deepfakes, synthetic identities, and sophisticated phishing scams. (link)
- NEW TOOLS – Figma announced a major update with new AI-powered tools, including Figma Sites for website building and Figma Make for generating designs from prompts, aiming to become an all-in-one product design platform. (link)
- EDUCATION INNOVATION – A Texas-based school, Alpha School, is utilizing AI as the primary teacher for core academics, compressing learning into two-hour daily sessions, with students reportedly achieving high national scores. (link)
- ROBOTICS DEVELOPMENT – Amazon unveiled Vulcan, its first AI-powered warehouse robot with a sense of touch, designed to handle a wider variety of items with human-like finesse, marking a leap in warehouse automation capabilities. (link)
- STARTUP SPOTLIGHT – CodeAnt AI, a Y Combinator-backed startup, raised $2 million to develop its AI-powered platform for automating code reviews, aiming to address the bottleneck created by the rise of AI-generated code. (link)
- INDUSTRY SHIFT – PwC cut 1,500 U.S. jobs, citing low attrition and a need to align for the future, a move some see as driven by automation and AI rather than recessionary pressures. (link)
Themed Link Stacks
AI in the Workplace & Economy
- Fiverr CEO on AI job replacement – roles at risk
- PwC cuts 1,500 jobs – automation impact
- IBM: AI replaces HR jobs – new roles created
- Most AI spending driven by FOMO – not ROI yet
- LinkedIn’s AI job search tool – easier discovery
- Job market slowest since crisis – sectoral slowdown
The Evolving Landscape of AI Models
- Google’s Gemini 2.5 Pro for coding – new king
- Anthropic Claude Web Search API – real-time data
- JetBrains open-sources Mellum LLM – code completion
- OpenAI Acquires Windsurf for $3B – AI coding boost
- Google Gemini update breaks filters – safety issues
- Data Assumptions with Sparse Autoencoders – interpretability bias
Societal Impacts & Ethical Concerns
- AI use damages professional reputation – social penalty
- Experts warn: teens & AI companions – safety risks
- Google trains on opt-out content – search AI
- Claude AI exploited for fake identities – influence ops
- Tech mom fears AI, teaches daughter – safety tips
AI Transforming Industries
- AI tools to help food crisis? – farming efficiency
- AI boosts breast cancer diagnosis – accuracy, efficiency
- Miami police use AI in training – future of policing
- Generative AI for genomics data – standardization
- Zencoder launches Zen Agents – team-based AI dev
- eBay unveils AI shopping agent – unearthing treasures
Deep Dive
A recent Duke University study reveals a “social evaluation penalty” for using AI tools in the workplace, suggesting that while AI can boost productivity, it might harm one’s professional standing. The research, involving over 4,400 participants across four experiments, found that colleagues often perceive individuals who use AI as lazier, less competent, less diligent, less independent, and less self-assured. This stigma was consistent across various demographics, including the target’s age, gender, or occupation. The study also showed that these negative perceptions can translate into real-world consequences, such as a decreased likelihood of being hired by managers who don’t use AI themselves. Interestingly, managers who frequently used AI tools showed a preference for candidates who also used AI. The core reason for this penalty appears to be perceptions of laziness. However, this negative view diminishes when AI benefits the assigned task or when evaluators are themselves frequent AI users. These findings highlight a hidden social cost that could hinder AI adoption within organizations, even as companies push for wider AI implementation. Employees may resist due to concerns about how peers and superiors will perceive their AI usage.
That is it. Stay tuned for more news next week. I APPRECIATE ALL THE READERS. Help spread the word. I put these newsletters together so productive humans like you can stay on top of the latest AI stories shaping our world.
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Social
- Anthropic CEO Admits We Have No Idea How AI Works
- How Enterprise AI Is Evolving Beyond The Chatbot
- Can AI tools help solve the global food crisis?
- OpenAI tries a new scheme to go for-profit — but Elon Musk isn’t convinced
- Google AI Overviews now show on 13% of searches: Study
- Today’s AI Risks Are Scarier Than Doomsday Predictions, Study Finds
- Google Can Train Search AI With Web Content Even After Opt-Out – Bloomberg
- I Work in Tech, but I Fear AI—how I Teach My Daughter to Stay Safe – Business Insider
- Educational robots sharpen students’ collaboration skills | Education
- OpenAI Abandons Planned For-Profit Conversion
- Fiverr CEO says AI will replace human jobs, reveals list of 8 roles that will be eliminated – India Today
- Nvidia says Anthropic is telling ‘tall tales’ in its defense of U.S. AI chip restrictions on China
- FYI: Most AI spending driven by FOMO, not ROI, CEOs tell IBM, LOL
- OpenAI To Invest In Efforts To Build AI Infrastructure Overseas
- The CEO of Anthropic thinks it may be impossible to warn people about the risks of AI — but he’s still going to try
- Apple to add AI search options on Safari: Report
- Anthropic Launches Claude Web Search API for Developers – WinBuzzer
- Meet the new king of AI coding: Google’s Gemini 2.5 Pro I/O Edition dethrones Claude 3.7 Sonnet
- Google Gemini update breaks content filters
- AI use damages professional reputation, study suggests
Tech Advancements
- Google announces Gemini 2.5 Pro (I/O Edition) with coding upgrades
- Thinking about thinking: AI offers theoretical insights into human memory
- Microsoft study finds liquid cooling can cut data center emissions by up to 21%
- Quantum AI is becoming a popular interest for many businesses
- Microsoft wants us to believe AI will crack fusion power
- What Data Assumptions Come With Your SAE? – Kempner Institute
Business
- AI Can’t Lead, But Agentic AI Can Find Your Leaders – If You Let It
- Signs Grow That AI Is Starting to Seriously Bite Into the Job Market
- ‘You Chose That Life’: Some AI Startups Require A 7 Day Work Week
- Airbnb: 50% of Users Turn to AI Bot for Customer Service | PYMNTS.com
- LinkedIn is hoping AI will help you find your next job
- Job market last year grew at slowest pace since financial crisis
- IBM CEO Says AI Has Replaced Hundreds of Workers But Created New Prog…
- After OpenAI, Yahoo says it is ready to buy Google Chrome browser: ‘…arguably the most important strategic…’
- AI-Powered Finance: New Practices, ROI and Future Outlook – Emburse
- OpenAI May Reduce Microsoft’s Revenue Share After Restructuring: Report – Equitypandit
- IBM says AI and AI agents have cut hundreds of HR jobs
Media
- 80% Of Gen Zers Would Marry An AI: Study
- Man found guilty of stealing 1.1TB of Disney data via malicious AI software
- How Kraft Heinz Is Using GenAI to Re-Imagine the Future of Creative Content
- Experts issue unprecedented warning about teens and companion AI | Fortune Well
- AI Detects an Unusual Detail Hidden in a Famous Raphael Masterpiece
- Reddit will tighten verification to keep out human-like AI bots | TechCrunch
- AI Synthesis: The Unbelievable Future Of Synthesizers Is Almost Here
- eBay unveils AI agent aimed at helping shoppers unearth hidden ‘treas…
- UK firm drops world-first song born from quantum power, generative AI
Law
Coding
- Beyond A2A and MCP: How LOKA’s Universal Agent Identity Layer changes the game | VentureBeat
- Vibe code or retire | InfoWorld
- Salesforce Targets 50% AI-Generated Code by End of 2025 – Analytics India Magazine
- OpenAI Acquires Windsurf for $3B to Boost AI Coding Capabilities
- JetBrains open-sources Mellum LLM
- Amazon is working on a secret project called ‘Kiro,’ a new tool that uses AI agents to streamline software coding
- OpenAI’s GitHub Integration Brings ‘Deep Research for Your Code Base’
- Reinforcement fine-tuning use cases – OpenAI API
- AI-Generated Code Needs Refactoring, Say 76% of Developers
- Zencoder launches Zen Agents, ushering in a new era of team-based AI for software development
- Anthropic introduces API for AI-powered web search
- Microsoft adopts Google’s standard for linking up AI agents | TechCrunch
Cybersecurity
- I saw how an “evil” AI chatbot finds vulnerabilities. It’s as scary as you think | PCWorld
- Multimodal AI at a Crossroads: Report Reveals CSEM Risks
- Report: More Than 50% of Fraud Is Now Driven by AI
Hardware
Tools
- Apple, Anthropic Team Up to Build AI-Powered ‘Vibe-Coding’ Platform -…
- Wiley and Perplexity launch AI academic search tool | ETIH EdTech News — EdTech Innovation Hub
- Figma’s big AI update takes on Adobe, WordPress, and Canva
Education
- At this Texas school, AI is the teacher | Fox News
- Google DeepMind CEO tells students to brace for change
- Mandatory AI Education For Every U.S. Student? 250-Plus CEOs Say Yes
Government
- Miami is leading the future of police training with Artificial Intelligence.
- Most Americans want government to regulate artificial intelligence
- DOGE Is in Its AI Era | WIRED
- Most Americans want government to regulate artificial intelligence
- Claude AI exploited for fake political identities
- Microsoft employees join the list of those banned from using DeepSeek
- OpenAI CEO Sam Altman and other US tech leaders testify to Congress on AI competition with China
Robotics
- Amazon debuts AI-powered robot with a sense of touch – Hypertext
- Ping pong bot returns shots with high-speed precision (w/video)
Healthcare
- AI Agents Are Hospitals’ Newest ‘Employees.’ We Called Their References. – Newsweek
- AI-Driven Accuracy and Efficiency in Breast Cancer Diagnosis: New Study Validates Ibex Breast Solution
- Synthetic medical education in dermatology leveraging generative artificial intelligence – npj Digital Medicine
- Report: UnitedHealth Has 1,000 AI Applications in Production | PYMNTS.com
- AI in Health Care and the FDA’s Blinspot
- World First: Neuralink Patient Makes YouTube Video With Brain Implant
- Vast majority of top healthcare execs betting on AI for rev cycle efficiencies | Healthcare IT News
- Leveraging generative AI to accelerate public health genomics data standardization | Amazon Web Services
- An exploratory analysis of longitudinal artificial intelligence for cognitive fatigue detection using neurophysiological based biosignal data – Scientific Reports
- FDA Announces Completion of First AI-Assisted Scientific Review Pilot and Aggressive Agency-Wide AI Rollout Timeline | FDA
- US FDA centers to deploy AI internally, following experimental run