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From Learner To Leader | Khushi Khurana | TEDxJeffersonU
TEDx Talks· 2025-09-30 14:58
Key Findings - Traditional coding education can be intimidating for young learners [2][3] - Peer learning encourages students to tackle challenging concepts through collaboration [6] - A survey of 430 middle school students revealed that less than 0.5% of girls and 13% of boys expressed interest in a tech career [8] - Early access to real programming is essential in a world shaped by AI [9] - Fun is a key element in teaching kids effectively [10][11] Program Design & Impact - A coding camp with two 90-minute sessions per week ran for eight weeks [5] - The curriculum focused on activities and challenges that sparked creativity [5] - A coding camp led to an 80% increase in girls' desire to keep learning and a 50% increase in participants interested in a tech career [8] - Student confidence in their abilities increased by 60% after a Python camp [14] - Initiatives should be peer-led or developed in collaboration with youth to increase effectiveness [15] Recommendations - Connect learning to the real world to make it relatable [16] - Embrace peer learning and involve students in lesson planning [16] - Make learning fun with games, challenges, and prizes [17]
X @Elon Musk
Elon Musk· 2025-09-19 19:13
RT Yuhuai (Tony) Wu (@Yuhu_ai_)Strongly recommend Grok 4 planning + Grok Code Fast execution.We will also ship out new coding products based on this concept soon. ...
X @Sam Altman
Sam Altman· 2025-09-15 18:07
RT Tibo (@thsottiaux)With gpt-5-codex, some will feel that it's the best thing since sliced bread, some will see its quirks.Personally it is my favorite collaborator for coding, fast for small things, working hard when it matters and a solid jump in produced code quality.$ codex -m gpt-5-codex ...
X @Cathie Wood
Cathie Wood· 2025-09-10 19:56
Coding reimagined.Amjad Masad (@amasad):Longer Autonomous Runs.Agent 3 is 10x more autonomous than V2, capable of handling much more complex builds by detecting and fixing errors on its own.You can track the progress of your build with Live Monitoring on your phone, freeing you up to focus on other creative work. https://t.co/0cXxGEu6NW ...
X @xAI
xAI· 2025-08-28 18:12
Model Introduction - Grok Code Fast 1 is a fast and economical reasoning model for agentic coding [1] - The model excels at agentic coding [1] Availability - Grok Code Fast 1 is available for free on multiple platforms including GitHub Copilot, Cursor, Cline, Kilo Code, Roo Code, opencode, and Windsurf [1]
AI won’t make coding obsolete. It will make it universal.
Y Combinator· 2025-08-28 17:36
Industry Trend - The industry believes that discouraging people from learning to code due to AI automation is poor career advice [1] - The industry suggests that advancements in software engineering tools should encourage more people to learn to code, not fewer [1] - The industry draws parallels to the past, noting that arguments against programming due to higher-level languages like COBOL proved incorrect, as these languages made coding easier and more accessible [2] Company Strategy - The company advocates for coding skills across all job roles [2] - The company emphasizes that employees in various roles, such as CFO, head of talent, and recruiters, benefit from coding skills, leading to improved job performance [3] - The company envisions a future where everyone is empowered to code [3]
X @Sam Altman
Sam Altman· 2025-08-28 16:01
people seem to really like the new codex features!OpenAI Developers (@OpenAIDevs):We’re releasing new Codex features to make it a more effective coding collaborator:- A new IDE extension- Easily move tasks between the cloud and your local environment- Code reviews in GitHub- Revamped Codex CLIPowered by GPT-5 and available through your ChatGPT plan. ...
拾象 AGI 观察:LLM 路线分化,AI 产品的非技术壁垒,Agent“保鲜窗口期”
海外独角兽· 2025-08-22 04:06
Core Insights - The global large model market is experiencing significant differentiation and convergence, with major players like Google Gemini and OpenAI focusing on general models, while others like Anthropic and Mira's Thinking Machines Lab are specializing in specific areas such as coding and multi-modal interactions [6][7][8] - The importance of both intelligence and product development is emphasized, with ChatGPT showcasing non-technical barriers to entry, while coding and model companies primarily face technical barriers [6][40] - The "freshness window" for AI products is critical, as the time to capture user interest is shrinking, making it essential for companies to deliver standout experiences quickly [45] Model Differentiation - Large models are diversifying into horizontal and vertical integrations, with examples like ChatGPT representing a horizontal approach and Gemini exemplifying vertical integration [6][29] - Anthropic has shifted its focus to coding and agentic capabilities, moving away from multi-modal and ToC strategies, which has led to significant revenue growth projections [8][11] Financial Performance - Anthropic's annual recurring revenue (ARR) is projected to grow from under $100 million in 2023 to $9.5 billion by the end of 2024, with estimates suggesting it could exceed $12 billion in 2025 [8][26] - OpenAI's ARR is reported at $12 billion, while Anthropic's is over $5 billion, indicating that these two companies dominate the AI product revenue landscape [30][32] Competitive Landscape - The top three AI labs—OpenAI, Gemini, and Anthropic—are closely matched in capabilities, making it difficult for new entrants to break into the top tier [26][29] - Companies like xAI and Meta face challenges in establishing themselves as leaders, with Musk's xAI struggling to define its niche and Meta's Superintelligence team lagging behind the top three [22][24] Product Development Trends - The trend is shifting towards companies needing to develop end-to-end agent capabilities rather than relying solely on API-based models, as seen with Anthropic's Claude Code [36][37] - Successful AI products are increasingly reliant on the core capabilities of their underlying models, with coding and search functionalities being the most promising areas for delivering L4 level experiences [49][50] Future Outlook - The integration of AI capabilities into existing platforms, such as Google’s advertising model and ChatGPT’s potential for monetization, suggests a future where AI products become more ubiquitous and integrated into daily use [55][60] - The competitive landscape will continue to evolve, with companies needing to adapt quickly to maintain relevance and capitalize on emerging opportunities in the AI sector [39][65]
Automate Your Life With AI & Coding and 10x Your Ambition and Human Connections | YK Sugi | TEDxCSTU
TEDx Talks· 2025-08-18 16:53
[Music] What if you could automate your life and work, large parts of them, with AI and coding, and as a result, 10x your ambition and human connections. What if you could do that with no prior coding experience at all. And what if that was actually a secret to having a fulfilling life.or at least part of it, maybe just a small part. Over the past two years, I've immersed myself in the world of AI coding and automation. And during that process, I've discovered a few interesting aspects about them, as well a ...