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Use of Transformer Models in Teaching | Robert Gentleman | TEDxBerkshires
TEDx Talks· 2025-07-21 16:15
[Music] Today I want to talk to you about some work that I've been uh trying to to uh sort out the the ideas behind for bringing AI into the classroom. I think we've all seen the advent of chat type models based on transformers, foundation models, etc. They sort of appeared on the scene about two years ago now and most of us I think by now have interacted with them in some ways. But they have uh an amazing potential in particular for interactions that involve sort of complex discussions and where people wil ...
X @Ansem
Ansem 🧸💸· 2025-07-08 16:09
dont agree writing > readingDitto Money (@DittoInvest):Skills grow through doing, not watching.Playing > Watching. Writing > Reading. And so on.Be the player, not the spectator.It's not about the videogames, it's about doing something (i.e playing the actual game vs. watching someone play it in Twitch) ...
Skillsoft (SKIL) - 2026 Q1 - Earnings Call Transcript
2025-06-09 22:02
Financial Data and Key Metrics Changes - Total revenue for Q1 was $124.2 million, down approximately $3.6 million or 2.8% year over year [19] - Adjusted EBITDA was $22.1 million or 17.8% of revenue, up from $18.9 million or 14.8% of revenue in the prior year [21] - GAAP net loss was $38 million compared to $27.6 million in the prior year, with GAAP net loss per share at $4.57 compared to $3.42 [22] - Free cash flow was $26.2 million, an improvement of $15.8 million from $10.4 million in the prior year [23] Business Line Data and Key Metrics Changes - Talent Development Solutions (TDS) revenue was $99.1 million, up 1% year over year [18] - Global Knowledge (GK) revenue was $25.1 million, down approximately $4.7 million or 15.7% year over year, impacted by softer demand in the public sector [18][19] - TDS dollar retention rate for Q1 was 99%, compared to 100% last quarter and 99% one year ago [19] Market Data and Key Metrics Changes - There was a decline in U.S. public sector discretionary live learning spending, while large-scale non-U.S. public sector deals increased [10] - The company is investing in international growth, particularly in sectors like AI, cloud computing, and cybersecurity [11] Company Strategy and Development Direction - The company is focused on executing its transformation plan and driving success for customers and learners [5][8] - A renewed focus on go-to-market strategy is emphasized, with new leadership additions aimed at enhancing brand awareness and demand [6][7] - The company aims to return to top-line growth and deliver continued margin expansion while generating positive free cash flow [16] Management's Comments on Operating Environment and Future Outlook - Management noted macroeconomic uncertainty leading to lower discretionary spending and elongated decision-making processes [8][16] - Confidence in the business strategy was reinforced by positive feedback from customer events and a strong deal pipeline [15][38] - The outlook for the full fiscal year remains unchanged, with expectations for revenue between $530 million and $545 million [26] Other Important Information - The company is closely monitoring macroeconomic conditions and potential impacts on business [26] - The first quarter is typically the highest seasonal free cash flow quarter, with expectations of cash usage in the second quarter [23][24] Q&A Session Summary Question: What are the underlying KPIs that give confidence in the full-year target? - Management highlighted the growth in TDS and a strong deal pipeline in GK, suggesting potential for improvement if the market stabilizes [30][32] Question: How should we think about the government business and its recent softness? - Management noted that discretionary spending in the U.S. federal sector impacted revenue, but there is positive activity in European public sectors [48][50] Question: What changes or improvements can be expected under the new CFO? - The focus will be on integrating finance into every decision and aligning it with go-to-market strategies to drive growth [54]
Skillsoft (SKIL) - 2026 Q1 - Earnings Call Transcript
2025-06-09 22:00
Financial Data and Key Metrics Changes - Total revenue for the first quarter was $124.2 million, down approximately $3.6 million or 2.8% year over year [18] - Adjusted EBITDA was $22.1 million or 17.8% of revenue, up from $18.9 million or 14.8% of revenue in the prior year [20] - GAAP net loss was $38 million compared to $27.6 million in the prior year, with GAAP net loss per share at $4.57 compared to $3.42 [21] - Free cash flow improved to $26.2 million compared to $10.4 million in the prior year, reflecting an increase of $15.8 million [22] Business Line Data and Key Metrics Changes - Revenue for Talent Development Solutions (TDS) was $99.1 million, up 1% year over year [17] - Global Knowledge revenue was $25.1 million, down approximately $4.7 million or 15.7% year over year, impacted by softer demand in the public sector [17][18] - TDS dollar retention rate for the first quarter was 99%, compared to 100% last quarter and 99% one year ago [18] Market Data and Key Metrics Changes - There was a decline in U.S. Public sector discretionary live learning spending, while large scale non-U.S. Public sector deals increased [9][10] - The company is investing in international growth, particularly in sectors like AI, cloud computing, and cybersecurity [10] Company Strategy and Development Direction - The company is focused on executing its transformation plan and driving success for customers and learners [5][8] - A renewed focus on go-to-market strategy is emphasized, with new leadership additions aimed at enhancing brand awareness and demand [6][8] - The company aims to return to top-line growth and deliver continued margin expansion while generating positive free cash flow [15][24] Management's Comments on Operating Environment and Future Outlook - Management noted macroeconomic uncertainty leading to lower discretionary spending and elongated decision-making processes [7][15] - Confidence in the business strategy was reinforced by positive feedback from customer events and a strong deal pipeline [14][36] - The company expects to see most growth in the back half of the fiscal year, contingent on market stabilization [8][24] Other Important Information - The company is closely monitoring macroeconomic conditions and potential impacts on business [24] - The leadership team has been expanded with the addition of a new Chief Marketing Officer to enhance marketing efforts [6] Q&A Session Summary Question: What are you seeing in the underlying KPI or deals that give you confidence in reiterating the full year target? - Management expressed confidence in TDS growth and noted a positive deal pipeline in GK, contingent on market stabilization [30] Question: Is there a component of GK being worse and TDS better in your underlying assumptions? - Management acknowledged that discretionary spending was impacted in Q1, particularly in live learning, but noted improvements in the last month of the quarter [32][33] Question: What is the next phase of the business transformation process? - Management indicated that the focus will shift towards increasing growth rates and enhancing go-to-market strategies [35][36] Question: Can you provide context on the government business and its performance? - Management noted softness in U.S. Federal discretionary spending but observed good activity in European public sectors [47][48] Question: What specific changes or improvements can we expect with the new CFO? - The new CFO emphasized the importance of integrating finance into all business decisions to support go-to-market strategies [52]