First tools, then memory......and now there's another key layer for Agents.Karpathy talked about it in his recent podcast.Tools help Agents connect to the external world, and memory helps them remember, but they still can't learn from experience.He said that one key gap in building Agents today is that:"They don't have continual learning. You can't just tell them something and they'll remember it."This isn't about storing facts in memory, but rather about building intuition.For instance, when a human master ...

Take an inventory of your existing skills, find out what skill sets are in high demand today and build your own personalized stack of skills, making yourself unique, relevant and in top demand, so you’re in the top 1% within your industry. https://t.co/qco10w3geS ...

If you want your career to thrive, to remain competitive and in demand, and you want a career that is future-proofed from robots, you've got to focus on building the skills that matter. https://t.co/m4wQ1MA7As ...

If you want your career to thrive, to remain competitive and in demand, and you want a career that is future-proofed from robots, you've got to focus on building the skills that matter. https://t.co/m4wQ1MA7As ...

RT THE WAR ROOM (@ReachTWR)List all the money, people, time, tools that you have at your disposal.List everything you're good at, everything you know, all your skills.Write it all down.Then review.Are you using them all to your advantage or could the pieces be better deployed? ...

Core Insights - Anthropic has launched Claude Skills, a new mode that allows its model to acquire new functionalities through the use of organized folders containing instructions, scripts, and resources [2][5][12] Summary by Sections Skills Overview - Skills are essentially Markdown files that instruct the model on how to perform specific tasks while allowing for additional documentation and pre-written scripts [4][5] - The new document generation feature of Claude is implemented through Skills, enabling the model to handle various file formats like .pdf, .docx, .xlsx, and .pptx [4][5] Functionality and Implementation - Claude can improve its task execution by loading relevant Skills only when necessary, which enhances efficiency [5][6] - At the start of a session, Claude scans all available Skill files and reads brief descriptions from the YAML front matter, minimizing token usage [6] Practical Application - An example of a Skill is the slack-gif-creator, which generates GIFs optimized for Slack, demonstrating the practical utility of Skills in real-world applications [7][10] - Skills are designed to be easily shared, with simpler Skills potentially implemented as single files and more complex ones as folders [21][24] Comparison with MCP - The Model Context Protocol (MCP) has shown limitations, particularly in token consumption, which can hinder the model's effectiveness [18][20] - Skills offer a more efficient alternative, allowing for task completion without the extensive token usage required by MCP [20][24] Future Potential - The potential for Skills is vast, with possibilities for creating a "data journalism agent" that can analyze and publish census data using just a folder of Markdown files and Python scripts [16][19] - Skills are expected to lead to a significant expansion in the ecosystem, surpassing the previous excitement surrounding MCP [24] Design Philosophy - The simplicity of Skills is a key advantage, allowing for straightforward implementation without the complexity of full protocols like MCP [25][27] - Skills focus on leveraging the model's capabilities to solve problems with minimal input, aligning with the essence of large models [27]

So very good afternoon ladies and gentlemen. I know I'm the last speaker for the day and hopefully my talk will keep you engaged. I will not engage in any theatrics.I will not make you run, jump, talk loudly etc. But hopefully my content will keep you engaged. I'm here to talk about a subject which I am very passionate about and that's also been one of the purpose where I had to take a major decision in life leaving a highly paid corporate job and enter into a relatively more insecure field of starting my o ...

Career & Skill Development - Traditional academic achievements and degrees are no longer sufficient for career success [1] - Employers prioritize practical skills and the ability to learn, adapt, and experiment over mere information [1] - Experiential learning and trying new things outside one's specialization significantly increases self-confidence, with one university reporting a 42% increase in students' self-confidence after engaging in experiences outside their major within a year [1] - The speaker emphasizes the importance of discovering one's true value and skills through experience, rather than relying solely on academic qualifications [1] Personal Growth & Self-Discovery - Real-world experiences and challenges are crucial for self-discovery and personal growth [1] - Embracing vulnerability and authenticity is essential for building trust and connection with others [1] - The speaker's personal journey highlights a shift from a focus on academic achievements to the recognition of the importance of practical skills and personal qualities gained through volunteering and diverse experiences [1] Advice for Different Groups - Students should actively seek experiences outside their curriculum to discover their true value [1] - Graduates should focus on developing and showcasing skills that differentiate them from other candidates [1] - Employees should continuously update their skills to remain relevant in the changing job market [1] - Parents should encourage their children to explore various interests and experiences, rather than solely focusing on academic achievements [1]

Core Message - The speaker, Prerna Tripathi, is a career coach guiding students to align their strengths and passions with their career paths [1] - The speaker emphasizes the importance of clarity in career choices, especially for young individuals [1][3] - The speaker shares her personal journey of career exploration and the challenges she faced in aligning her interests with a fulfilling career [1] Key Principles for Success - Consistency is crucial, involving commitment even when facing difficulties, and taking ownership of outcomes [3] - Resilience is essential to withstand external pressures and maintain confidence in chosen paths [3][4] - Skills, aligned with career and passion, are vital for a successful journey [4] Social Impact and Community Engagement - The speaker is involved in social activism, guiding students from underprivileged backgrounds, including those in slums and government schools [3] - The speaker's organization provides free guidance and resources to meritorious students seeking scholarships and higher education opportunities [4] - The speaker's organization supports skilled but uneducated women by creating employment opportunities and helping them monetize their talents [4] Career Coaching and Guidance - The speaker's organization has trained over 10,000 to 15,000 students, assisting them in their career paths [4] - The speaker aims to prevent young individuals from making impulsive career decisions and encourages them to be clear about their inner aspirations [4][5] - The speaker emphasizes the importance of self-awareness and understanding one's purpose in life for making informed career choices [5]

Personal Development & Opportunity - The speaker emphasizes seizing opportunities when they arise, rather than passively waiting for success [1] - The speaker encourages the audience to strive for excellence ("good engineer") and to develop skills [3][4][5] - The speaker highlights the importance of becoming a good human being and a responsible citizen, integrating values into one's personality [6] - The speaker suggests viewing education as a means to contribute to the future of the country, referencing Vivekananda's philosophy of "man-making and nation-building" [9] - The speaker encourages self-reflection and understanding of one's inner potential [9] Civic Responsibility & Leadership - The speaker stresses the importance of an enlightened citizenry for effective governance and democracy [6][8] - The speaker links enlightened citizenry to enlightened leadership, accountability, responsibility, and answerability in the system [6][8] - The speaker implies that individual choices to disengage from civic duties can lead to undesirable outcomes in governance [7] Destiny & Effort - The speaker acknowledges the role of both luck and hard work in achieving success [1][3][10] - The speaker suggests that even if one's path deviates from initial plans (e.g., not becoming an engineer), one should make the best use of the opportunities presented [5]