60 acast.com AI Weekly https://handyai.substack.com en Handy AI ai,tech news,tech,artificial intelligence,openai,chatgpt,handy ai Handy AI

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]]> false Handy AI info+66feead7a7d676ab06da303f@mg-eu.acast.com 66feead7a7d676ab06da303f ai-weekly https://anchor.fm/s/ec967610/podcast/rss episodic https://assets.pippa.io/shows/66feead7a7d676ab06da303f/show-cover.jpg https://handyai.substack.com AI Weekly https://feeds.acast.com/public/shows/66feead7a7d676ab06da303f xAI launches Grok 3, Apple gets in on the investment game with $500B xAI launches Grok 3, Apple gets in on the investment game with $500B Mon, 24 Feb 2025 14:31:52 GMT 14:05 67bc82d919249d0c1a6c27ea false 67bc82d919249d0c1a6c27ea 66feead7a7d676ab06da303f full 2 17 xAI dumps Grok 3 using 200k GPUs. AWS leak spits out Claude 3.7 code. Cameron smacks AI in Avatar. OpenAI sets SWE‑Lancer. BioEmu‑1 unmasks proteins. Apple and Alibaba invest. Ex‑OpenAI CTO starts lab. Subscribe and support.







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]]> xAI dumps Grok 3 using 200k GPUs. AWS leak spits out Claude 3.7 code. Cameron smacks AI in Avatar. OpenAI sets SWE‑Lancer. BioEmu‑1 unmasks proteins. Apple and Alibaba invest. Ex‑OpenAI CTO starts lab. Subscribe and support.







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]]> <![CDATA[OpenAI's blitz week — o3-mini, Deep Research, and a National Lab partnership]]> Mon, 03 Feb 2025 14:59:14 GMT 12:12 67a0d9c3a78c5e07677566a7 false 67a0d9c3a78c5e07677566a7 66feead7a7d676ab06da303f full 2 16 Support Handy AI by subscribing.

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]]> Support Handy AI by subscribing.

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]]> US seeks to secure its hold on AI chips, Altman makes more AGI claims US seeks to secure its hold on AI chips, Altman makes more AGI claims Mon, 13 Jan 2025 16:23:13 GMT 17:04 67853df13f68018e6afc88de false 67853df13f68018e6afc88de 66feead7a7d676ab06da303f full 2 15 This week we dissect US chip restrictions, Nvidia’s synthetic video push, Grok’s iOS incursion, Samsung’s AI spread, rStar-Math’s triumph, OpenAI’s AGI vow, trillion-dollar agent forecasts, robotics hires, Google’s audio brief experiment, and Nvidia’s stock slip.


Read more on the Handy AI substack.

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]]> This week we dissect US chip restrictions, Nvidia’s synthetic video push, Grok’s iOS incursion, Samsung’s AI spread, rStar-Math’s triumph, OpenAI’s AGI vow, trillion-dollar agent forecasts, robotics hires, Google’s audio brief experiment, and Nvidia’s stock slip.


Read more on the Handy AI substack.

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]]> Microsoft invests $80B into AI, OpenAI teases the singularity Microsoft invests $80B into AI, OpenAI teases the singularity Mon, 06 Jan 2025 17:21:20 GMT 20:07 677c1111a1ad7348eb57dc5f false 677c1111a1ad7348eb57dc5f 66feead7a7d676ab06da303f full 2 14 The potential arrival of the singularity as highlighted by Sam Altman, HuggingFace's Smolagents framework revolutionizing AI agent creation, Meta's controversial deletion of AI profiles, and a significant uptick in AI-driven job roles globally. Join us for an unfiltered analysis of the technologies reshaping our world.


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]]> The potential arrival of the singularity as highlighted by Sam Altman, HuggingFace's Smolagents framework revolutionizing AI agent creation, Meta's controversial deletion of AI profiles, and a significant uptick in AI-driven job roles globally. Join us for an unfiltered analysis of the technologies reshaping our world.


Subscribe on Substack to stay ahead.

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]]> A new model and promising research from China, OpenAI states restructure plans A new model and promising research from China, OpenAI states restructure plans Mon, 30 Dec 2024 15:59:24 GMT 16:56 6772c35d024ebc889d1c0af7 false 6772c35d024ebc889d1c0af7 66feead7a7d676ab06da303f full 2 13 Handy AI delivers weekly AI news with precision. This week: Deepseek V3's 671B parameters and Chinese-aligned censorship. Nvidia's $700M Run:AI acquisition secures 80% GPU market dominance amidst EU approval and US scrutiny. IDF leverages Habsora AI for efficient targeting of Hamas and Hezbollah. New York mandates government AI reporting, enforcing human oversight on automated decisions.


Subscribe to Handy AI for accurate, unconventional AI insights.

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]]> Handy AI delivers weekly AI news with precision. This week: Deepseek V3's 671B parameters and Chinese-aligned censorship. Nvidia's $700M Run:AI acquisition secures 80% GPU market dominance amidst EU approval and US scrutiny. IDF leverages Habsora AI for efficient targeting of Hamas and Hezbollah. New York mandates government AI reporting, enforcing human oversight on automated decisions.


Subscribe to Handy AI for accurate, unconventional AI insights.

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]]> <![CDATA[OpenAI and Google prioritize reasoning, Trump's AI cabinet takes shape]]> Mon, 23 Dec 2024 16:36:19 GMT 19:08 6769918425a0b820a21a548c false 6769918425a0b820a21a548c 66feead7a7d676ab06da303f full 2 12 This week on AI Weekly:


🧠 OpenAI’s o3 models revolutionize coding and NLP.

🚢 “Shipmas” updates bring ChatGPT to phones.

💻 GitHub Copilot Free launches with GPT-4o and Claude 3.5 Sonnet.

🔍 Google’s Gemini 2.0 raises the AI stakes.


Plus: AI ethics, White House policy changes, and malware generated by large language models. Don’t miss it.


Read more

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]]> This week on AI Weekly:


🧠 OpenAI’s o3 models revolutionize coding and NLP.

🚢 “Shipmas” updates bring ChatGPT to phones.

💻 GitHub Copilot Free launches with GPT-4o and Claude 3.5 Sonnet.

🔍 Google’s Gemini 2.0 raises the AI stakes.


Plus: AI ethics, White House policy changes, and malware generated by large language models. Don’t miss it.


Read more

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]]> <![CDATA[OpenAI's "Shipmas" continues, Google launches massive updates to most models]]> Tue, 17 Dec 2024 16:18:59 GMT 17:41 6761a473e33879c628808491 false https://shows.acast.com/ai-weekly/episodes/6761a473e33879c628808491 6761a473e33879c628808491 66feead7a7d676ab06da303f full 2 11 🎨 Google’s Veo 2 and Imagen 3 revolutionize video and image generation.

🎁 OpenAI’s ‘Shipmas’ rolls out powerful updates for ChatGPT and Sora.

🤖 Google’s Gemini 2.0 enters the real-time agent era.

🧪 Anthropic’s Clio explores AI monitoring with privacy safeguards.

⚛️ Plus: Google’s quantum breakthrough, Phi-4’s math power, and Devin’s new tools for teams.


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]]> 🎨 Google’s Veo 2 and Imagen 3 revolutionize video and image generation.

🎁 OpenAI’s ‘Shipmas’ rolls out powerful updates for ChatGPT and Sora.

🤖 Google’s Gemini 2.0 enters the real-time agent era.

🧪 Anthropic’s Clio explores AI monitoring with privacy safeguards.

⚛️ Plus: Google’s quantum breakthrough, Phi-4’s math power, and Devin’s new tools for teams.


Subscribe on Substack for the full breakdown.

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]]> <![CDATA[OpenAI launches "12 Days of OpenAI"]]> Mon, 09 Dec 2024 15:09:12 GMT 16:57 675708197205a5bc68d88487 false 675708197205a5bc68d88487 66feead7a7d676ab06da303f full 2 10 Covering OpenAI’s latest releases, Meta’s Llama 3.3 advancements, AWS re:Invent innovations, and Google’s Gemini-exp-1121 breakthroughs. Stay informed on cutting-edge AI developments, research insights, and industry challenges.


Read more at handyai.substack.com

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]]> Covering OpenAI’s latest releases, Meta’s Llama 3.3 advancements, AWS re:Invent innovations, and Google’s Gemini-exp-1121 breakthroughs. Stay informed on cutting-edge AI developments, research insights, and industry challenges.


Read more at handyai.substack.com

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]]> <![CDATA[Protesters leak OpenAI's video AI model]]> Mon, 02 Dec 2024 15:32:38 GMT 11:09 674dd3160a5f928c931bd91b false 674dd3160a5f928c931bd91b 66feead7a7d676ab06da303f full 2 9 OpenAI’s Sora model controversy, Intel’s leadership change amid AI struggles, Anthropic’s MCP for better AI integration, and Alibaba’s reasoning-focused Marco-o1 model. Plus, groundbreaking AI research on multi-instance generation with ROICtrl.


Read more at handyai.substack.com

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]]> OpenAI’s Sora model controversy, Intel’s leadership change amid AI struggles, Anthropic’s MCP for better AI integration, and Alibaba’s reasoning-focused Marco-o1 model. Plus, groundbreaking AI research on multi-instance generation with ROICtrl.


Read more at handyai.substack.com

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]]> ChatGPT can now interact with your code, the US government proposes AI framework ChatGPT can now interact with your code, the US government proposes AI framework Fri, 15 Nov 2024 16:06:05 GMT 15:07 6737716f2c75e1734bfe4b00 false 6737716f2c75e1734bfe4b00 66feead7a7d676ab06da303f full 2 8 In this episode, we delve into ChatGPT's new ability to read code from Mac apps via the macOS accessibility API, streamlining workflows for developers. We discuss an AI analysis that identifies Elon Musk as a significant source of misinformation on X, touching on topics like politics and health. We explore DeepMind's release of AlphaFold3 for non-commercial use, a milestone in protein and drug research. We also cover Palantir's upcoming move to the Nasdaq and highlight the SEALONG method, which enables large language models to self-improve in long-context reasoning without human annotations.


Give us a rating and subscribe for updates every week. Find written updates at on the Handy AI Substack.

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]]> In this episode, we delve into ChatGPT's new ability to read code from Mac apps via the macOS accessibility API, streamlining workflows for developers. We discuss an AI analysis that identifies Elon Musk as a significant source of misinformation on X, touching on topics like politics and health. We explore DeepMind's release of AlphaFold3 for non-commercial use, a milestone in protein and drug research. We also cover Palantir's upcoming move to the Nasdaq and highlight the SEALONG method, which enables large language models to self-improve in long-context reasoning without human annotations.


Give us a rating and subscribe for updates every week. Find written updates at on the Handy AI Substack.

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]]> <![CDATA[The Beatles get a Grammy nod, while the US braces for Trump's AI policy]]> Mon, 11 Nov 2024 15:36:27 GMT 27:12 6732247cdde1904025c2c0a3 false 6732247cdde1904025c2c0a3 66feead7a7d676ab06da303f full 2 7 We’re diving into AI’s Grammy-worthy return with The Beatles, the latest geopolitical chess move blocking TSMC’s chip exports to China, and how AI is setting new records in the art world. We also explore the cutting-edge virtual experiences at St. Peter’s Basilica and OpenCoder's game-changing open-source release for code generation.


Tune in to stay ahead in AI! Subscribe to Handy AI on Substack for more insights.

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]]> We’re diving into AI’s Grammy-worthy return with The Beatles, the latest geopolitical chess move blocking TSMC’s chip exports to China, and how AI is setting new records in the art world. We also explore the cutting-edge virtual experiences at St. Peter’s Basilica and OpenCoder's game-changing open-source release for code generation.


Tune in to stay ahead in AI! Subscribe to Handy AI on Substack for more insights.

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]]> GitHub digs deeper into AI and OpenAI begins chip development GitHub digs deeper into AI and OpenAI begins chip development Fri, 01 Nov 2024 15:22:40 GMT 24:27 6724f2402e75ed434ae8592c false 6724f2402e75ed434ae8592c 66feead7a7d676ab06da303f full 2 6 In this week's 'Handy AI' podcast, we cover GitHub's integration of Claude Sonnet 3.5 and Gemini Pro 1.5 for coding, OpenAI's launch of ChatGPT Search challenging major search engines, Apple's release of Apple Intelligence in iOS 18.1 with new AI features, Recraft V3's 'red_panda' model topping image generation benchmarks, and OpenAI's GPT-4o System Card detailing multimodal capabilities and safety measures.


Read more at handyai.substack.com

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]]> In this week's 'Handy AI' podcast, we cover GitHub's integration of Claude Sonnet 3.5 and Gemini Pro 1.5 for coding, OpenAI's launch of ChatGPT Search challenging major search engines, Apple's release of Apple Intelligence in iOS 18.1 with new AI features, Recraft V3's 'red_panda' model topping image generation benchmarks, and OpenAI's GPT-4o System Card detailing multimodal capabilities and safety measures.


Read more at handyai.substack.com

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]]> <![CDATA[Claude can now control your computer, OpenAI's new model is imminent (maybe)]]> Fri, 25 Oct 2024 14:28:17 GMT 10:58 671bab0382583ca5c48bcbee false 671bab0382583ca5c48bcbee 66feead7a7d676ab06da303f full 2 5 Join us this week as we delve into the latest AI advancements:


  • Anthropic's Claude 3.5 Sonnet navigates computers and emulates user actions, expanding AI applications.
  • Microsoft 365 Copilot introduces autonomous agents in Dynamics 365, automating tasks.
  • xAI launches the Grok API, positioning against OpenAI and Anthropic.
  • Stable Diffusion 3.5 releases variants for researchers, creators, and enterprises.
  • Runway introduces Act-One, enabling character animations from simple inputs.


We also explore OpenAI's progress on Consistency Models and upcoming developments like Orion and Meta's "Self-Taught Evaluator."

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]]> Join us this week as we delve into the latest AI advancements:


  • Anthropic's Claude 3.5 Sonnet navigates computers and emulates user actions, expanding AI applications.
  • Microsoft 365 Copilot introduces autonomous agents in Dynamics 365, automating tasks.
  • xAI launches the Grok API, positioning against OpenAI and Anthropic.
  • Stable Diffusion 3.5 releases variants for researchers, creators, and enterprises.
  • Runway introduces Act-One, enabling character animations from simple inputs.


We also explore OpenAI's progress on Consistency Models and upcoming developments like Orion and Meta's "Self-Taught Evaluator."

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]]> Adobe previews future AI tools, ChatGPT gets a Windows app Adobe previews future AI tools, ChatGPT gets a Windows app Fri, 18 Oct 2024 14:34:28 GMT 13:03 671271f613da25d9f636e804 false https://handyai.substack.com/p/ai-weekly-update-october-18 671271f613da25d9f636e804 66feead7a7d676ab06da303f full 2 4

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]]>

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]]> <![CDATA[Tesla gets rolling with Robotaxi, AMD and Nvidia's chip wars continue]]> Fri, 11 Oct 2024 13:42:17 GMT 11:28 67092b3af7a6156a0bf4c90c false 67092b3af7a6156a0bf4c90c 66feead7a7d676ab06da303f full 2 3 🎙️ October 11, 2024


🚀 AMD’s AI Chip Announcements

AMD launched the Ryzen AI PRO 300 Series, pushing AI performance for enterprise applications, and introduced new EPYC and MI325X chips to challenge Nvidia and Intel. Their data center sales saw a massive 115% growth, with plans to release new AI chips annually, aiming for a $500 billion market by 2028.


🤖 Tesla’s Cybercab and Robotaxi Launch

Tesla revealed the Cybercab, a fully autonomous, pedal-less robotaxi priced under $30,000, set for production by 2026. They also introduced the Robovan for cargo and large passenger loads. Stock dipped after the event, though, as analysts felt it lacked fresh innovation.


Quick Hits:

  • 🏥 Microsoft brings AI to healthcare, automating administrative tasks for doctors and nurses.
  • 🧑‍💼 Zoom rolls out custom AI avatars for meetings, available for $12/month.
  • 🧠 Google celebrates Nobel Prizes for AI researchers in Chemistry and Physics.


Visit handyai.substack.com for more.

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]]> 🎙️ October 11, 2024


🚀 AMD’s AI Chip Announcements

AMD launched the Ryzen AI PRO 300 Series, pushing AI performance for enterprise applications, and introduced new EPYC and MI325X chips to challenge Nvidia and Intel. Their data center sales saw a massive 115% growth, with plans to release new AI chips annually, aiming for a $500 billion market by 2028.


🤖 Tesla’s Cybercab and Robotaxi Launch

Tesla revealed the Cybercab, a fully autonomous, pedal-less robotaxi priced under $30,000, set for production by 2026. They also introduced the Robovan for cargo and large passenger loads. Stock dipped after the event, though, as analysts felt it lacked fresh innovation.


Quick Hits:

  • 🏥 Microsoft brings AI to healthcare, automating administrative tasks for doctors and nurses.
  • 🧑‍💼 Zoom rolls out custom AI avatars for meetings, available for $12/month.
  • 🧠 Google celebrates Nobel Prizes for AI researchers in Chemistry and Physics.


Visit handyai.substack.com for more.

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]]> <![CDATA[Meta's new Movie Gen model and ChatGPT's Canvas]]> Fri, 04 Oct 2024 14:53:07 GMT 8:25 6700015442ac5503567d3c84 false 6700015442ac5503567d3c84 66feead7a7d676ab06da303f full 2 2 S2E2: Meta's new Media Gen model and ChatGPT's Canvas


Today's AI roundup:


Meta's Movie Gen

  • AI video generation suite
  • Combines image, video, audio capabilities
  • Potential filmmaking disruptor


ChatGPT's Canvas

  • New collaborative writing/coding interface
  • Inline feedback and version control
  • Powered by GPT-4


OpenAI's DevDay 2024

  • Vision Fine-Tuning
  • Realtime API
  • Model Distillation
  • Prompt Caching


Microsoft's Copilot Redesign

  • Streamlined UI across platforms
  • Voice commands and visual processing
  • Enhanced Windows integration


Movie Gen Deep Dive

  • Potential to accelerate video production
  • Ethical concerns: copyright, job displacement
  • Industry-wide implications


For links and more details on these stories, head to handyai.substack.com.


Got thoughts? Hit us up on social media. Don't forget to rate and review!

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]]> S2E2: Meta's new Media Gen model and ChatGPT's Canvas


Today's AI roundup:


Meta's Movie Gen

  • AI video generation suite
  • Combines image, video, audio capabilities
  • Potential filmmaking disruptor


ChatGPT's Canvas

  • New collaborative writing/coding interface
  • Inline feedback and version control
  • Powered by GPT-4


OpenAI's DevDay 2024

  • Vision Fine-Tuning
  • Realtime API
  • Model Distillation
  • Prompt Caching


Microsoft's Copilot Redesign

  • Streamlined UI across platforms
  • Voice commands and visual processing
  • Enhanced Windows integration


Movie Gen Deep Dive

  • Potential to accelerate video production
  • Ethical concerns: copyright, job displacement
  • Industry-wide implications


For links and more details on these stories, head to handyai.substack.com.


Got thoughts? Hit us up on social media. Don't forget to rate and review!

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]]> <![CDATA[Meta and Google update their models, OpenAI's CTO departs]]> Thu, 03 Oct 2024 15:53:21 GMT 8:54 60c85c80-50c7-4643-85b9-3c387a6f41db false https://podcasters.spotify.com/pod/show/theaiweekly/episodes/Meta-and-Google-update-their-models--OpenAIs-CTO-departs-e2p6jmb 66feeadaa7d676ab06da30a3 66feead7a7d676ab06da303f full 2 1 We're back with a fresh look and new hosts!


9.28.24 - Meta has released Llama 3.2, a multimodal AI model that incorporates visual understanding and AI voice upgrades, while Google has unveiled faster and cheaper versions of its Gemini model. OpenAI has introduced a more realistic voice for its ChatGPT service, and Google's NotebookLM now summarizes YouTube videos for deeper analysis. In research, Google DeepMind's AlphaChip accelerates chip design.

OpenAI's restructuring, a mysterious AI device project by Sam Altman and Jony Ive, and the FTC cracking down on deceptive AI claims. AI is being used to detect new archaeological sites in the Arabian Desert.

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]]> We're back with a fresh look and new hosts!


9.28.24 - Meta has released Llama 3.2, a multimodal AI model that incorporates visual understanding and AI voice upgrades, while Google has unveiled faster and cheaper versions of its Gemini model. OpenAI has introduced a more realistic voice for its ChatGPT service, and Google's NotebookLM now summarizes YouTube videos for deeper analysis. In research, Google DeepMind's AlphaChip accelerates chip design.

OpenAI's restructuring, a mysterious AI device project by Sam Altman and Jony Ive, and the FTC cracking down on deceptive AI claims. AI is being used to detect new archaeological sites in the Arabian Desert.

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]]> Week 48: Google goes after OpenAI with Gemini, China sides with AI on copyright Week 48: Google goes after OpenAI with Gemini, China sides with AI on copyright Mon, 11 Dec 2023 13:00:00 GMT 2:46 ddfb09e0-628b-4fa7-9237-776a43778df2 false https://podcasters.spotify.com/pod/show/theaiweekly/episodes/Week-48-Google-goes-after-OpenAI-with-Gemini--China-sides-with-AI-on-copyright-e2d344e 66feeadaa7d676ab06da30a4 66feead7a7d676ab06da303f full 1 6 Begin your week with insights into AI's groundbreaking strides in our "Last Week's AI" podcast. From Google's Gemini to Meta's AI innovations and the AI Alliance's mission for responsible technology, we're covering it all. Visit handyai.substack.com for deeper insights.


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]]> Begin your week with insights into AI's groundbreaking strides in our "Last Week's AI" podcast. From Google's Gemini to Meta's AI innovations and the AI Alliance's mission for responsible technology, we're covering it all. Visit handyai.substack.com for deeper insights.


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]]> Week 47: Amazon catches up with Q, DeepMind advances material science Week 47: Amazon catches up with Q, DeepMind advances material science Mon, 04 Dec 2023 13:00:00 GMT 4:16 8df5eaef-f6a3-44f9-94bb-e3275cba95fb false https://podcasters.spotify.com/pod/show/theaiweekly/episodes/Week-47-Amazon-catches-up-with-Q--DeepMind-advances-material-science-e2cmc70 66feeadaa7d676ab06da30a5 66feead7a7d676ab06da303f full 1 5

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]]>

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]]> <![CDATA[Week 44: GPT-4 Turbo revealed at OpenAI's inaugural DevDay]]> Mon, 27 Nov 2023 16:39:06 GMT 3:53 64d1f326-f50e-4f62-9dd7-001aef9437ca false https://podcasters.spotify.com/pod/show/theaiweekly/episodes/Week-44-GPT-4-Turbo-revealed-at-OpenAIs-inaugural-DevDay-e2bok6r 66feeadaa7d676ab06da30a6 66feead7a7d676ab06da303f full 1 2

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]]> Week 45: OpenAI cuts off Plus access, DeepMind reveals Lyria Week 45: OpenAI cuts off Plus access, DeepMind reveals Lyria Mon, 27 Nov 2023 16:37:38 GMT 2:18 66d1b3e6-33b5-412c-ae2e-122de561b282 false https://podcasters.spotify.com/pod/show/theaiweekly/episodes/Week-45-OpenAI-cuts-off-Plus-access--DeepMind-reveals-Lyria-e2c3339 66feeadaa7d676ab06da30a7 66feead7a7d676ab06da303f full 1 3

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]]> Week 46: Major AI developments from OpenAI, Anthropic, and others Week 46: Major AI developments from OpenAI, Anthropic, and others Mon, 27 Nov 2023 16:36:52 GMT 3:11 4940b3d9-55f6-43d9-a905-fc18cf03890f false https://podcasters.spotify.com/pod/show/theaiweekly/episodes/Week-46-Major-AI-developments-from-OpenAI--Anthropic--and-others-e2cfju9 66feeadaa7d676ab06da30a8 66feead7a7d676ab06da303f full 1 4 2023: November 20 - November 24


Join Ava Joyce in 'Last Week's AI' as she unpacks major AI developments, including OpenAI's leadership changes, Anthropic's Claude 2.1, and more. Dive deep into the AI world at handyai.substack.com for further insights.

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]]> 2023: November 20 - November 24


Join Ava Joyce in 'Last Week's AI' as she unpacks major AI developments, including OpenAI's leadership changes, Anthropic's Claude 2.1, and more. Dive deep into the AI world at handyai.substack.com for further insights.

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]]> <![CDATA[Week 43: Google's AlphaFold expands while Biden puts out an AI executive order]]> Tue, 07 Nov 2023 06:40:08 GMT 2:49 9a0c52a3-7210-49f4-b810-6e1a220c449d false https://podcasters.spotify.com/pod/show/theaiweekly/episodes/Week-43-Googles-AlphaFold-expands-while-Biden-puts-out-an-AI-executive-order-e2bjbvd 66feeadaa7d676ab06da30a9 66feead7a7d676ab06da303f full 1 1

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