More on UT
- AI TOOLS FOR YOU, AI TRAINING, REVIEWS, URLS, PAPERS:
- Try One Yourself – The MIT Brain (AI) Course (1:10s)
- a16z: Understanding AI By Easy Steps – The AI Canon
- AI changes, not diminishes, jobs
- Waymo may have AI issues
- Big picture AI, datacenters, likely home AI – Nvidia AI Hub™
- AI-proof your resume (w 7m audio)
- CLAUDE WATERMARKS EVERYTHING
- MORE
- I know, I know you’re not a scientist or space person, but consider the Dyson Sphere
Source: Wikimedia Commons
- Is Anthropic worth $2-$3 trillion?
- Elon: enjoy the AI AGI ride
- Elon, SpaceX, & Tesla building world largest AI chip fab near College Station, TX – 100 million sf $16.8 billion – Texas does it again (w 2m audio)
- Chinese AI gaining on Anthropic and OpenAI fast – GPT-5.6 Luna price cut 80%, best US AI cut 25% in one month
- Move 37 was an AI inflection and prediction (w 8m audio)
- OpenAI launches a safer ChatGPT for teens
Source: AI Generated
- U.S. military research on China’s robotics & AI
- AI boom duration, trajectory, scope & comparisons
Source: BIS
- Altman: We’re at AI Singularity, some disagree
- A simple, valid argument regarding AI capex and ROI
- The simple, valid argument for AI capex and ROI
- OK, IT’S TIME TO LEARN GEMINI SPARK
- Why China will win in AI
- 75% 1.4B 600M working on AI, make 80% of worlds goods that is by far the largest AI use; their AI is “open weights” therefore almost free; and China produces 3X more electricity than the US to run AI.
- Win over AI: 2h/day 2 Minute Smile, Greet, LISTEN, Their Name 3X (Smile) – YL™ 3AI™ EnergyAGi™ BJY™
- Likely US births will fall for a century, Humoids™ and humanoids will pass humans
- Big AI, open AGI, and US must be one to out-AI China
- EnergyAGI’s Humoids™ & HmBots™ coming soon to keep up your home, yard, vehicles and business. Private Secure Local, More Time to Live! (video & 10 photos)
Source: Agile /NY Post
- A live look at humanoids today in real 144 hour shift jobs
Source: YouTube Figure AI
- LLMs to Bots to World AI Models – 3AI™ DAI™ AIA™
- New Grads – welcome to job hell – 3AI™ solves
- A credible view of AI and AG — the big picture — why the Nvidia AI Hub may be The Product of the Decade – EnergyAGI www.eagi-bjy.com
- Google DeepMind and A24 to develop AI tools for filmmakers
- Mapping the landscape of generative AI in misinformation – ENGINEERING – CS – AI
- Transforming today’s organizations with Generative AI innovation—BUSINESS—Management—AI
- Risk, growth, and generative AI in high-tech micro-firms – BUSINESS – Management – AI
- EnergyAGI’s Cloudflare AI Gateway, one AI bill
Source: Cloudflare
- GenZ: Insta & Social, not LinkedIn – USAjobs.org
- BRS™, SnApp™, Insta™
- Humanoids $100B opportunity for Japan – EnergyAGI™
Source: McKinsey
- Japan out bots China – Humanoids thread needles
- Japan’s humanoids
- AI’s 4 harsh realities – too expensive becoming more, not paying off, data center cost
- China wins AI on open source, many times more world customers
- Corporate America & AI sticker shock
- EU chips a big ?
- EU goes tech sovereignty
- Mckinsey: Japan’s humanoids perhaps superior to China’s
- The Google Gemini vs Apple war you don’t know but significantly affects your Gemini results
- (TBEF, TBSAF, 2404)
The (daily) UT Beta 2404 Rio Podcast, Tu2Jun26 - Anthropic $965B valuation passes OpenAI as most valuable AI startup
- More on Anthropic (w 5:57 audio)
- Anthropic – 35% greater revenue than OpenAI
- Anthropic delivers the world’s most advanced & capable AI – EnergyAGI™
- The Claim – Understand Nvidia’s new Vera AI CPU for windows
- Vera – first CPU not designed for humans
- Get more out of Genini
- Even more from Gemini
- Humoid p™ Cooks, Sr Care, washes clothes, sweeps, vacuums, mops, takes the trash out, keeps rooms and garages organized – EAGI-BJY.com
- New Volvo EX60 adds Gemini intelligence & context cameras
Source: Volvo
- EV batteries repurposed for the grid [home grid soon -EnergyAGI™]
![EV batteries repurposed for the grid [home grid soon -EnergyAGI™]](https://usajobs.org/wp-content/uploads/2026/06/Jun26-Google-Docs-13-06-2026_10_27_PM-300x170.jpg)
Source: Awarded Goods
- Antropic: Claude has its emotions
- NotebookLM (folders) now inside Gemini for Google AI Ultra, Pro and Plus subscribers
- . . . simple but a big help
- . . . and now for all Gemini users free – video overviews, infographics, summaries, studio-style content simplifies complex information
- YouTube now does your avatar
- Nobody does AI coding better than Anthropic Claude – Mythos Cybersecurity AGI is here – 3AI™ YL™ DAI™. . . more (w audio)
- Half of ChatGPT references fake or errors – ENGINEERING – CS AI
- Why not to buy Ecoflow home batteries – they burn
- MIT AI tool goes from human sketch to CAD drawings to train engineers (w 5m audio) ENGINEERING AI
- New, interesting drone – DAI™
Source: DJI
- Teradar terahertz sensor sees and measures with no lense, no moving parts – Sprite™, AI LifeSafety™
Source: Teradar
- UT Austin Doubles Size of AI Compute Facility
- Generative AI persona prompts as an innovative tool for clinical simulation and training – EDUCATION & MEDICINE – AI
- Bridging the gap between black box and glass box AI – BUSINESS – Finance – AI
- Transforming education with Generative AI tools – EDUCATION – AI
- Charting the future of generative AI in innovation and marketing – BUSINESS – Marketing & Support – AI
- AI disrupts marketing and media with astounding, almost instant images and video – BUSINESS, FINANCE, COMMUNICATIONS – Marketing & Support – AI
- AI in Cryptocurrency Compliance and Fraud Prevention – GOVERNMENT – CS – AI
- Evolving the self through human–AI collaboration – EDUCATION – AI
- Multimodal deepfake detection – BUSINESS – Finance – AI
- Generative AI for the Future of Education – EDUCATION – AI
- Large language models shaping the future of academia – EDUCATION – AI
- Elon’s on the right track with Optimus bots & AI – Amazon buying 600,000 bots – BUSINESS – Manufacturing – AI
- Generative AI and the pursuit of accumulative advantage in private equity – BUSINESS – Management – AI
- Using Artificial Intelligence to uncover patterns in autoimmune diseases – MEDICINE & HEALTHCARE – CS – AI
- Leveraging Generative AI to advance the transportation industry- ENGINEERING & Transportation– AI
- Contraceptive counseling practices in healthcare education through AI dialogues – EDUCATION & MEDICINE – AI
- Role of AI feedback in improving lesson design for vocational educators – EDUCATION – AI
- Applying retrieval-augmented generation models in healthcare research – MEDICINE & HEALTHCARE – CS – AI
- Generative AI improves firm productivity in online retail – BUSINESS – Management – AI
- Patient perspectives on using Generative AI for online healthcare services – MEDICINE & HEALTHCARE – CS – AI
- In AI it’s Google v. OpenAI & partners
Source: Visual Capitalist
- Leapfrog ahead with Generative AI – BUSINESS – Management – AI
- Transforming U.S. leadership through AI-driven innovation – GOVERNMENT & POLITICAL SCIENCE – CS AI AGI
- Distant imaging and the six phases of AI co-creation in marketing education – BUSINESS – Marketing & Support – AI
- Humans and robots working together for visual inspection with LLMs – ENGINEERING – CS – AI
- Generative AI transforming the work of knowledge engineers – ENGINEERING – CS – AI
- Large Language Models differ in managing challenging inpatient scenarios – MEDICINE & HEALTHCARE – CS – AI
- BJY™ & Federal Indemnity Capital may release AICash™ with PostgreSQL AI-AGI
- StartupHub.ai PostgreSQL AI leader snags $100M, $5B valuation – YLabs™ – ENGINEERING CS AI
- California community colleges launch free AI tutors – EDUCATION AI AGI
- Generative AI as a catalyst for organizational transformation – BUSINESS – Management – AI
- Understanding developer interactions with AI in daily work practices– EDUCATION & BUSINESS – Management – AI
- E-commerce experiences through generative AI-driven consumer interaction – BUSINESS – Marketing & Support – AI
- Google’s new AI tool, Jules, assists with coding and debugging – AIAssist™ – EDUCATION & ENGINEERING CS AI AGI
- Computer Science Exodus
- Computer Science Exodus – Generative AI reveals hidden drivers from online posts – ENGINEERING – CS – AI
- Boosting decisions with AI Agents & Generative AI suggestions – EDUCATION – AI – AIAssist™
- Financial side of Generative AI in massive healthcare operations – a revenue focus – MEDICINE & HEALTHCARE – CS – AI
- Another Synthetics™ – Hollywood AI full movie actor that may blow you away
Source: Tilly Norwood
- Anthropic’s Claude Sonnet 4.5 AI agent goes for coding supremacy – ENGINEERING CS AI AGI
- AI is getting really good at earthquakes – GEOPHYSICS & GEOLOGY – AI AGI
- Artificial intelligence is driving the future of asynchronous online teacher education – EDUCATION – AI
- Generative AI enabling the integration of tourism research and practice – BUSINESS – Management – AI
- How China stays ahead: Generative AI driving sustainable performance in manufacturing firms – BUSINESS – Management – AI
- Sam Altman: AGI by 2030 – ENGINEERING CS AGI
- Altman & Ive AGI EnergyAGI™-embedded device late next year – ELECTRICAL ENGINEERING CS AGI
- Large language models in research and academic applications – EDUCATION – AI
- Caution on privatization and AI governance – GOVERNMENT – CS – AI
- Simulating the impact of AI on tenure and academic publishing – EDUCATION – AI
- GAI shaping interior design education – ARCHITECTURE – AI
- Largest VC funding ever – $100 billion from NVIDIA to OpenAI & Sam – ENGINEERING CS AI AGI
- Generative AI technology in cost accounting – BUSINESS – AI
- Advancing explainable, automated business process redesign – BUSINESS – Management – AI
- AI Assistants highly positive impact on higher education, a case study – EDUCATION & BUSINESS – Management – AI
- Creating predictive models from unstructured data with Generative AI in business analytics – BUSINESS – Management – AI
- Artificial Intelligence driving current research and future challenges in colloid and interface science – EDUCATION – AI
- Google AI solves problem 137 human teams could not – ENGINEERING CS AI AGI
- Secrets of China’s Deepseek – ENGINEERING CS AI AGI
- . . . more
- Way Waymo appears to be far ahead of driverless Teslas, especially in Austin – ENGINEERING CS AGI
- AI INFERENCE PLATFORMS & SERVICE:These companies offer software and APIs that abstract away the hardware complexity, making inference easier for developers and enterprises.
- OpenAI: Beyond its flagship models, OpenAI offers inference services via an API, allowing developers to integrate powerful LLMs into their own applications. ENGINEERING – AI AGI
- Hugging Face: Provides an Inference API for accessing thousands of pre-trained AI models. This allows developers to use and experiment with models without managing their own hardware. ENGINEERING – AI AGI
- Together AI: Develops efficient model architectures and focuses on optimizing performance and scalability for various foundation models. ENGINEERING – AI AGI
- Replicate: Offers an API-only experience for running and deploying AI models, simplifying the process for developers. ENGINEERING – AI AGI
- Fireworks AI: Provides a platform for running, fine-tuning, and deploying LLMs, helping developers build new generative AI solutions efficiently. ENGINEERING – AI AGI
- Meta set to launch its new smart glasses this week ENGINEERING – AI AGI
- Ethical tensions in AI-Generated business case studies – BUSINESS – Management – AI
- Redundant research boom in the generative AI era – JOURNALISM & ENGINEERING – CS – AI
- Creating a blueprint for overcoming ethical challenges in AI outputs – ENGINEERING – CS – AI
- SPECIALIZED AI INFERENCE STARTUPS:
- Mythic: IoT, life safety, consumer analog AI chips for inference at the edge – ENGINEERING – AI AGI
- Groq: Creates a Language Processing Unit (LPU) – ultra-fast, low-latency processing for LLMs, chatbots, genAI – ENGINEERING – AI AGI
- SambaNova Systems: Builds reconfigurable dataflow units (RDUs) to accelerate massive training and inference – ENGINEERING – AI AGI
- Cerebras Systems: Wafer-scale chips for extremely large AI model high memory bandwidth – ENGINEERING – AI AGI
- d-Matrix: In-memory transformer and generative AI inference in data centers. – ENGINEERING – AI AGI
- Generative AI for robust supply chains in critical infrastructure – BUSINESS – Management – AI AGI
- Generative AI in university life – balancing education and business– EDUCATION & BUSINESS – Management – AI
- Building Advanced Agentic AI with Generative AI and MCP Integration – ENGINEERING – CS – AI
- AI credible, specific warning
- AI credible, specific warning – 140 of 150 University Fields of Study – AI AGI
- Google AI hurricane forecasts becoming gold standard – FHWD flood, hurricane, wildfire, disaster early warning by EnergyAGI™ – GEOSCIENCES & GEOGRAPHY – AI
- GenAI boosts employee innovativeness through sensing and evaluation skills – BUSINESS – Management – AI
- Feasibility study of secure offline LLMS using retrieval-augmented generation on CPU – ENGINEERING – CS – AI
- Generative AI in cybersecurity for structured vulnerability and risk analysis – ENGINEERING – CS – AI
- Elon Musk says xAI has open-sourced Grok 2.5 – ENGINEERING AI AGI
- Social perspectives of ChatGPT in higher education – EDUCATION – AI
- Generative AI to support case-based learning in medical biochemistry – EDUCATION & MEDICINE – AI
- AI decision support for advanced public sector automation – GOVERNMENT – CS – AI
- Art meets science in understanding Generative AI – ENGINEERING & ART – AI
- Generative AI for wildlife conservation using latent composite flow matching – Biology of Survival Perception – ZOOLOGY & WILDLIFE BIOLOGY
- Have we reached peak AI progress? (w 5:52m audio) – ENGINEERING AI AGI
- How to bet on Waymo today – AOF™ – ENGINEERING & BUSINESS – AI AGI
- AV Autonomous Vehicle market ~ $1.7 trillion by 2033 – AOF™ – ENGINEERING AI AGI
- . . . more by McKensey
- AI-enabled technologies for business transformation success – BUSINESS – Management – AI
- AI-power optimizes business costs strategically – BUSINESS – Finance – AI
- How GenAI helps migrant entrepreneurs – BUSINESS – Management – AI
- AI will eat everything save human labor, including consulting & software – DAI BJY – ENGINEERING CS & 140 of 150 Fields of Study – AI AGI
- Grid power & AI experts return stunned from China – we may have already lost the energy & AI race – ENGINEERING AI AGI
- Expectancy theory and effort management in professionals’ Generative AI practices – BUSINESS – Management – AI
- Mnemonic evaluative frameworks – a cross-disciplinary cited reference study in AI-mediated environments – ENGINEERING – CS – AI
- How GenAI is reshaping the labor market – BUSINESS – Labor Management – AI AGI
- Business ethics in the Artificial Intelligence transition – BUSINESS – Management – AI
- Generative AI and job crafting for entry-level professionals – BUSINESS – Management – AI
- Large language models transforming gastroenterology – MEDICINE & HEALTHCARE – CS – AI
- Google’s new AI Coding Agent Jules is fully released – ENGINEERING – CS AI AGI
- AI demand even accelerates exponential, Palantir growth – UNIVERSITY 140 of 150 Fields of Study – AI AGI
- Generative AI meets copyright challenges in the AI Act – LAW & 140 Fields of Study – AI
- Generative AI in architecture engineering construction trends and insights – ARCHITECTURE & BUILDING ENGINEERING– AI
- Shaping assistive technologies with Generative AI trends and future – ENGINEERING & 140 Fields of Study – CS – AI
- OpenAI releases new open-source AI models – ENGINEERING – CS AI AGI
- Defense scaleups & startups taking off, VC up 33% to $38billion in one year (w 13m audio) – ENGINEERING & 140 FIELDS OF STUDY – CS AI AGI
- . . . more, the study
- AI power consumption and cost doubling every 13 months ! – ENGINEERING – AI AGI
- Retail phygital experiences with Generative AI and social listening insights – BUSINESS – Marketing & Support – AI
- Program management with Generative AI – BUSINESS & ENGINEERING – CS – AI
- ChatGPT use and performance in public sectors – GOVERNMENT – CS – AI
- Gender bias control in text-to-image generation using sparse auto-encoder – ENGINEERING – CS – AI
- Generative AI feedback in learner-centered higher education – EDUCATION – AI
- Generative AI powers customer intelligence – BUSINESS – Management – AI
- Generative deep learning foreign market recommender for SMEs – BUSINESS – Finance – AI
- OpenAI’s agent files expense reports, shops & purchases – AIA™ AIAssist™ DAI™ – ENGINEERING & BUSINESS – CS AI AGI
- AI’s role in transforming service delivery and efficiency – BUSINESS – Management – AI
- Generative AI and real images impact on high-involvement services – BUSINESS – Management – AI
- AI deepfakes drive cyber fraud and detection efforts – LAW – AI
- Trump announced AI Strategy, Silicon Valley’s big bet will pay off – BUSINESS & GOVERNMENT – CS AI AGI
- The search (AI) market is $300 billion – 140 of 150 University fields of study
- Coming AI browsers will blow your skivvies off – Perplexity’s Comet – somewhat like an AI Agent
- . . . 3 things to like about Perplexity’s AI browser, but it’s expensive
- . . . OpenAI to launch Aura AI browser to take Google Chrome users
- ChatGPT as an agent now “thinks” and “acts” for you – AIA™ – ENGINEERING CS AI AGI
- Insights into human-Gen AI relationships – ENGINEERING – CS – AI
- Elevating business efficiency through technologies and applications – BUSINESS – Management – AI AGI
- Blending AI and IA for ambidextrous work innovation – BUSINESS – Management – AI
- Governing Generative AI in the age of rapid innovation – GOVERNMENT – CS – AI
- Generative AI influence on business strategy in scaleups & startups – BUSINESS – Management – AI
- Generative AI in higher education across global case studies – EDUCATION – AI
- AIAgent AIA™ by OpenAI does spreadsheets, powerpoint, pitchdecks (w 4m audio) – ENGINEERING CS AI AGI
- AIAgent AIA™ by OpenAI purchases, files expense reports (w 6m audio) – ENGINEERING CS AI AGI
- Here’s the skinny on Alexa+, Amazon’s AI now expected July 31 – EnergyAGI™ – ENGINEERING CS AI AGI
- China’s open source AI “will give every country a chance” – ENGINEERING CS AI AGI
- OpenAI Google Deepseek Anthropic warn we may be losing the ability to understand AI – ENGINEERING – CS AI AGI
- Streamlining business costs with a Generative AI approach – BUSINESS – Finance – AI
- Generative AI’s influence on sustainable business outcomes in SMEs – BUSINESS – Management – AI
- Generative AI driving management innovation – BUSINESS – Management – AI
- Gemini’s impact at work – knowledge workers’ take on productivity gains – BUSINESS – Management – AI
- Seamless automation through email and Generative AI models – BUSINESS – Marketing & Support – AI
- Cybersecurity framework using Generative AI for data privacy – GOVERNMENT – CS – AI
- Know your competition – China’s booming AI startup & development center Hangzhou vs. Silicon Valley
- American better get head out of the sand, win the AI race it appears we’re slipping – ENGINEERING and 140 of 150 university fields of study
- AI Disruption and the future of professional services – BUSINESS – Marketing & Support – AI
- Enabling organizational change with a generative AI maturity model – BUSINESS – Management – AI
- Generative AI greatly enhances HR recruiting – BUSINESS Management – AI
- Apple admits Siri is junk, goes for OpenAI or Anthropic deal – ENGINEERING CS – AI AGI
- AI’s unstoppable role in news media – JOURNALISM & ENGINEERING – CS – AI
- AI connects physical and digital worlds for future wireless life – ENGINEERING – CS – AI
- AI research challenges for rural health in the U.S. – USDA – MEDICINE & HEALTHCARE – CS – AI
- Integrating generative AI with enterprise data – BUSINESS – Management – AI – BJY ™
- Voluntary disclosure of AI writing assistance – THE ARTS – AI
- Precision citation screening using advanced language models – EDUCATION – AI
- AI-driven innovation in agri-food systems – AGRICULTURE – AI – AI
- Generative AI for cognitive enhancement – COGNITIVE NEUROSCIENCE – AI
- Generative AI literacy twelve foundational competencies – EDUCATION – AI
- Google’s AI is ahead, will Siri ever catch up? – ENGINEERING – CS – AGI
- AI outperforms doctors in medical knowledge, excluding pediatrics – MEDICINE & HEALTHCARE – CS – AI
- Motivations behind student use of AI chatbots in academia – EDUCATION – AI
- AI agents enhancing financial Enterprise Resource Planning – BUSINESS – Finance – AI
- ChatGPTo3 has survival cognition? – ENGINEERING – CS – AGI
- Demographic perspectives on generative AI’s role in higher education – EDUCATION – AI
- Generative AI-driven synthetic data for power management units (PMUs) – ENGINEERING – CS – AI
- Generative AI transforming constructivist learning models – EDUCATION – AI
- AnySphere $9.9 billion valuation – fastest growing startup ever – ENGINEERING – CS – AI AGI
- Generative AI for enhanced engineering design and manufacturing – BUSINESS – Management – AI
- Assessing the human role in AI-Generated text – ENGINEERING – CS – AI
- Humanizing conversational marketing with Generative AI – BUSINESS – Marketing & Support – AI
- Using Generative AI to detect data breaches online – LAW & BUSINESS – AI
- NYTime: AGI is near, real near – AOF™ DAI™ – ENGINEERING CS AGI
- Apple’s privacy approach to AI, it’s different – DAI™ – ENGINEERING CS AGI
- Automated diet matrix construction for marine ecosystem models using Generative AI – MARINE BIOLOGY – AI AGI
- Academic cheating with Generative AI – EDUCATION – AI
- Human and AI agency in the Generative AI era – LAW & GOVERNMENT – CS – AI
- Generative AI in intelligent road transportation systems – ENGINEERING – CS – AI
- GenAI learning for networked drone navigation, military & civilian use
- Steve Job’s Jony Ive at Sam Altman’s OpenAI – you knew it! DAI™ 3AI™ world AGI products – ENGINEERING & INDUSTRIAL DESIGN – AGI
- Microsoft’s Satya Nadella and Elon make an xAI Grok3 – Azur /developer deal for customer service – BUSINESS – AI AGI
- Earth Intelligence evolved at least twice – BIOLOGY & NEUROSCIENCE – AI AGI
- Generative AI vibration (haptic) communication with humans – ENGINEERING & BIOLOGY – CS – AI
- Small datasets to promote ethical and responsible AI in Music – MUSIC & ENGINEERING – CS – AI
- Google gives developers in-device AI – ENGINEERING – CS – AI AGI
- Generative AI misuse in creative underspheres and democracy – GOVERNMENT – CS – AI
- Optimizing virtual patient simulations with Generative AI – MEDICINE & HEALTHCARE – CS – AI
- Shaping the future of consumer research with GenAI – BUSINESS – Marketing & Support – AI
- NEJM: (Short-sighted) MDs warn of AI clinical notes – MEDICAL & HEALTHCARE – AI AGI
- Generative AI across and the creative process, product design, and innovation – ENGINEERING & 140 FIELDS OF STUDY – AI AGI
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