From a7060bfd8aca18b6b906c579683fb5b90bbc9902 Mon Sep 17 00:00:00 2001 From: Ayush More Date: Tue, 5 Aug 2025 05:55:45 +0530 Subject: [PATCH 1/8] Create attendees.adoc --- summary/sessions/246/attendees.adoc | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 summary/sessions/246/attendees.adoc diff --git a/summary/sessions/246/attendees.adoc b/summary/sessions/246/attendees.adoc new file mode 100644 index 00000000..11a0eb74 --- /dev/null +++ b/summary/sessions/246/attendees.adoc @@ -0,0 +1,12 @@ +=== Attendees + +. link:https://twitter.com/PranavDani3[Pranav Prasanna Dani^] +. Atharva +. Ayush More +. Hritik Jaiswal +. Janvi Matani +. Kartik Jain +. LUEE KASAUDHAN +. Mohit Shetty +. balikabakra + From 384fa09676a56f61aaa2a2c1775c2995878b5930 Mon Sep 17 00:00:00 2001 From: Ayush More Date: Mon, 22 Sep 2025 15:38:11 +0000 Subject: [PATCH 2/8] feat: add final summary #251 content --- summary/sessions/251/attendees.adoc | 2 + summary/sessions/251/content.adoc | 60 ++++++++++++++++++++++++++++ summary/static/img/251.png | Bin 0 -> 143551 bytes 3 files changed, 62 insertions(+) create mode 100644 summary/sessions/251/attendees.adoc create mode 100644 summary/sessions/251/content.adoc create mode 100644 summary/static/img/251.png diff --git a/summary/sessions/251/attendees.adoc b/summary/sessions/251/attendees.adoc new file mode 100644 index 00000000..519c8565 --- /dev/null +++ b/summary/sessions/251/attendees.adoc @@ -0,0 +1,2 @@ +==== Attendees +// Attendees to be added soon \ No newline at end of file diff --git a/summary/sessions/251/content.adoc b/summary/sessions/251/content.adoc new file mode 100644 index 00000000..f14eb432 --- /dev/null +++ b/summary/sessions/251/content.adoc @@ -0,0 +1,60 @@ +Date: 29-08-2025 + +Duration: Yet to be confirmed + +==== Topics Discussed + +* Ayush kicked off a discussion on **probability and algorithms**, specifically diving into **entropy encoders** like Huffman, Arithmetic, rANS, and tANS. + ** He broke down concepts like `Log2(number of symbols)` and `2^n` in coding. + ** He also explained **arithmetic coding**, highlighting its efficiency from `O(2^n)` to `O(n)`, and touched on cumulative frequency and probability functions. + *** link:https://stanforddatacompressionclass.github.io/Fall22/lectures[Stanford Data Compression Class Lectures^] +* Lucky Mee, who's returning to tech after some time, asked for advice. + ** Harsh strongly suggested focusing on **system designs**. + ** He also emphasized the importance of planning thoroughly before execution. +* Abhigyan showcased his project on **stock analysis using AI agents**. + ** He shared a research report he generated from the agents. + ** He demonstrated how these reports provided structured outputs, detailing weaknesses, strengths, conclusions, graphs, and metrics. + *** link:https://www.deeplearning.ai/the-batch[DeepLearning.AI The Batch Newsletter^] + *** link:https://platform.openai.com/docs/guides/structured-outputs[OpenAI Guides: Structured Outputs^] +* Chetan Jahangir shared some insights about **Builder AI**. + ** He mentioned how the company allegedly scammed Microsoft. + ** This sparked a conversation about how we should approach data derived from AI and LLMs. +* Ayush provided an update on his **SIH project**. + ** He's concentrating on smart system design for hardware. + ** He's currently learning about the **STM32 microprocessor**. + *** link:https://en.wikipedia.org/wiki/STM32[STM32 Wikipedia^] + *** link:https://www.st.com/en/evaluation-tools/stm32-nucleo-boards.html[STM32 Nucleo Boards^] +* Harsh questioned how **MCP (Multiple Connected Models)** relates to agentic AI. + ** Abhigyan and Chetan clarified that it's essentially multiple models linked to a central one. + ** They illustrated this with an example: a request for a weather update goes to the MCP, which then routes it to various models, with the configuration depending on the user. +* Chetan Jahangir sought advice on getting started with **research papers**. + ** He asked for tips on how to begin and how to connect with people who write research papers to get involved and share knowledge. + ** Rishit suggested reaching out to seniors and their professors. + *** link:https://icml.cc/Conferences/2022/BestPractices[ICML 2022 Best Practices for Research^] +* Swapnil Borkar discussed **AI and its impact on jobs**. + ** He shared concerns about how AI could threaten junior roles if not utilized effectively. +* Jaden Furtado talked about **UPI, UPI Lite, and UPI Lite X**. + ** link:https://www.npci.org.in/what-we-do/upi-lite/product-overview[UPI Lite Product Overview - NPCI^] + ** link:https://www.npci.org.in/what-we-do/upi-lite/upi-lite-x/product-overview[UPI Lite X Product Overview - NPCI^] +* **Additional Resources and Links** + ** link:https://people.math.harvard.edu/~ctm/home/text/others/shannon/entropy/entropy.pdf[A Mathematical Theory of Communication by C. E. Shannon^] + ** link:https://stanforddatacompressionclass.github.io/Fall22[Stanford Data Compression Course Home^] + ** link:https://youtu.be/BiuknvAYDPs[What is Data Compression? (Information Theory Pt. 1)^] + ** link:https://youtu.be/8_GgeASwHwQ[The Browser Backstage by Vivek Galatage^] + ** link:https://youtu.be/QgVR1dxy6zk[What are Codes and Codewords? (Information Theory Pt. 2)^] + ** link:https://youtu.be/fpkCNu_dzcM[What is an Instantaneous Code? (Information Theory Pt. 3)^] + ** link:https://youtu.be/tnPAhVxsPHE[What is a Prefix Code? (Information Theory Pt. 4)^] + ** link:https://youtu.be/D4hNLgJmshg[Kraft's Inequality (Information Theory Pt. 5)^] + ** link:https://youtu.be/O9QD9an-0jU[Optimal Codes (Information Theory Pt. 6)^] + ** link:https://youtu.be/pOF11EDprxc[What is Entropy in Information Theory? (Information Theory Pt. 7)^] + ** link:https://youtu.be/rcBVqcoQkuA[What is Huffman Coding? (Information Theory Pt. 8)^] + ** link:https://youtu.be/q7kqrGC_sXE[What is Lempel-Ziv (LZ77) Compression? (Information Theory Pt. 9)^] + ** link:https://youtu.be/_bbuRFT2l-Q[What is Arithmetic Coding? (Information Theory Pt. 10)^] + ** link:https://youtu.be/2JzOe1Hs26Q[Shannon's Source Coding Theorem (Information Theory Pt. 11)^] + ** link:https://youtu.be/fzlflyw7X2I[What is a communication channel? (Information Theory Pt. 12)^] + ** link:https://youtu.be/55MwAlcpvK4[Joint Entropy (Information Theory Pt. 13)^] + ** link:https://ai.pydantic.dev/agents[Pydantic AI Agents Documentation^] + ** link:https://youtu.be/PhCrlpUwEhU[This Open-Source AI Agent will change the world (YouTube)^] + ** link:https://medium.com/@thomas_78526/builder-ai-was-a-scam-d1f8fdd16c3f[Builder.ai Was a Scam - Medium Article^] + ** link:https://github.com/TecharoHQ/anubis[Anubis GitHub Project (TecharoHQ)^] + ** link:https://www.beatflow.art[Beatflow Art Platform^] \ No newline at end of file diff --git a/summary/static/img/251.png b/summary/static/img/251.png new file mode 100644 index 0000000000000000000000000000000000000000..4fa725633c1e44a3885312f460a4d51c0f5b761c GIT binary patch literal 143551 zcmeFYby!?YvoAUXcL>2P1Pc%#xI=*8?gS0)?oQC)!GjIX;O=h0-QC^Y-*HzVPb*=98JoCH)Kob`h69zy)000o+58!zXVn$3*P+L}B zMp#Tz=ublr0Gyyc0st14_O|jO0&i8nsJ(?<`P1X2O-Ikp`sM$>NnpNLQ!m^BfN|RY 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b/summary/sessions/246/attendees.adoc deleted file mode 100644 index 11a0eb74..00000000 --- a/summary/sessions/246/attendees.adoc +++ /dev/null @@ -1,12 +0,0 @@ -=== Attendees - -. link:https://twitter.com/PranavDani3[Pranav Prasanna Dani^] -. Atharva -. Ayush More -. Hritik Jaiswal -. Janvi Matani -. Kartik Jain -. LUEE KASAUDHAN -. Mohit Shetty -. balikabakra - From 7e756a320e480350e39c8d2ff5f296470055a74d Mon Sep 17 00:00:00 2001 From: Ayush More Date: Tue, 23 Sep 2025 06:57:33 +0530 Subject: [PATCH 4/8] Fix link formatting in content.adoc --- summary/sessions/251/content.adoc | 50 ++++++++++++++++--------------- 1 file changed, 26 insertions(+), 24 deletions(-) diff --git a/summary/sessions/251/content.adoc b/summary/sessions/251/content.adoc index f14eb432..06d06498 100644 --- a/summary/sessions/251/content.adoc +++ b/summary/sessions/251/content.adoc @@ -7,54 +7,56 @@ Duration: Yet to be confirmed * Ayush kicked off a discussion on **probability and algorithms**, specifically diving into **entropy encoders** like Huffman, Arithmetic, rANS, and tANS. ** He broke down concepts like `Log2(number of symbols)` and `2^n` in coding. ** He also explained **arithmetic coding**, highlighting its efficiency from `O(2^n)` to `O(n)`, and touched on cumulative frequency and probability functions. - *** link:https://stanforddatacompressionclass.github.io/Fall22/lectures[Stanford Data Compression Class Lectures^] + *** link:[https://stanforddatacompressionclass.github.io/Fall22/lectures](https://stanforddatacompressionclass.github.io/Fall22/lectures)[Stanford Data Compression Class Lectures^] * Lucky Mee, who's returning to tech after some time, asked for advice. ** Harsh strongly suggested focusing on **system designs**. ** He also emphasized the importance of planning thoroughly before execution. * Abhigyan showcased his project on **stock analysis using AI agents**. ** He shared a research report he generated from the agents. ** He demonstrated how these reports provided structured outputs, detailing weaknesses, strengths, conclusions, graphs, and metrics. - *** link:https://www.deeplearning.ai/the-batch[DeepLearning.AI The Batch Newsletter^] - *** link:https://platform.openai.com/docs/guides/structured-outputs[OpenAI Guides: Structured Outputs^] + *** link:[https://www.deeplearning.ai/the-batch](https://www.deeplearning.ai/the-batch)[DeepLearning.AI The Batch Newsletter^] + *** link:[https://platform.openai.com/docs/guides/structured-outputs](https://platform.openai.com/docs/guides/structured-outputs)[OpenAI Guides: Structured Outputs^] * Chetan Jahangir shared some insights about **Builder AI**. ** He mentioned how the company allegedly scammed Microsoft. ** This sparked a conversation about how we should approach data derived from AI and LLMs. * Ayush provided an update on his **SIH project**. ** He's concentrating on smart system design for hardware. ** He's currently learning about the **STM32 microprocessor**. - *** link:https://en.wikipedia.org/wiki/STM32[STM32 Wikipedia^] - *** link:https://www.st.com/en/evaluation-tools/stm32-nucleo-boards.html[STM32 Nucleo Boards^] + *** link:[https://en.wikipedia.org/wiki/STM32](https://en.wikipedia.org/wiki/STM32)[STM32 Wikipedia^] + *** link:[https://www.st.com/en/evaluation-tools/stm32-nucleo-boards.html](https://www.st.com/en/evaluation-tools/stm32-nucleo-boards.html)[STM32 Nucleo Boards - STMicroelectronics^] * Harsh questioned how **MCP (Multiple Connected Models)** relates to agentic AI. ** Abhigyan and Chetan clarified that it's essentially multiple models linked to a central one. ** They illustrated this with an example: a request for a weather update goes to the MCP, which then routes it to various models, with the configuration depending on the user. * Chetan Jahangir sought advice on getting started with **research papers**. ** He asked for tips on how to begin and how to connect with people who write research papers to get involved and share knowledge. ** Rishit suggested reaching out to seniors and their professors. - *** link:https://icml.cc/Conferences/2022/BestPractices[ICML 2022 Best Practices for Research^] + *** link:[https://icml.cc/Conferences/2022/BestPractices](https://icml.cc/Conferences/2022/BestPractices)[ICML 2022 Best Practices for Research^] * Swapnil Borkar discussed **AI and its impact on jobs**. ** He shared concerns about how AI could threaten junior roles if not utilized effectively. * Jaden Furtado talked about **UPI, UPI Lite, and UPI Lite X**. - ** link:https://www.npci.org.in/what-we-do/upi-lite/product-overview[UPI Lite Product Overview - NPCI^] - ** link:https://www.npci.org.in/what-we-do/upi-lite/upi-lite-x/product-overview[UPI Lite X Product Overview - NPCI^] + ** link:[https://www.npci.org.in/what-we-do/upi-lite/product-overview](https://www.npci.org.in/what-we-do/upi-lite/product-overview)[UPI Lite Product Overview - NPCI^] + ** link:[https://www.npci.org.in/what-we-do/upi-lite/upi-lite-x/product-overview](https://www.npci.org.in/what-we-do/upi-lite/upi-lite-x/product-overview)[UPI Lite X Product Overview - NPCI^] + +--- + * **Additional Resources and Links** ** link:https://people.math.harvard.edu/~ctm/home/text/others/shannon/entropy/entropy.pdf[A Mathematical Theory of Communication by C. E. Shannon^] ** link:https://stanforddatacompressionclass.github.io/Fall22[Stanford Data Compression Course Home^] - ** link:https://youtu.be/BiuknvAYDPs[What is Data Compression? (Information Theory Pt. 1)^] - ** link:https://youtu.be/8_GgeASwHwQ[The Browser Backstage by Vivek Galatage^] - ** link:https://youtu.be/QgVR1dxy6zk[What are Codes and Codewords? (Information Theory Pt. 2)^] - ** link:https://youtu.be/fpkCNu_dzcM[What is an Instantaneous Code? (Information Theory Pt. 3)^] - ** link:https://youtu.be/tnPAhVxsPHE[What is a Prefix Code? (Information Theory Pt. 4)^] - ** link:https://youtu.be/D4hNLgJmshg[Kraft's Inequality (Information Theory Pt. 5)^] - ** link:https://youtu.be/O9QD9an-0jU[Optimal Codes (Information Theory Pt. 6)^] - ** link:https://youtu.be/pOF11EDprxc[What is Entropy in Information Theory? (Information Theory Pt. 7)^] - ** link:https://youtu.be/rcBVqcoQkuA[What is Huffman Coding? (Information Theory Pt. 8)^] - ** link:https://youtu.be/q7kqrGC_sXE[What is Lempel-Ziv (LZ77) Compression? (Information Theory Pt. 9)^] - ** link:https://youtu.be/_bbuRFT2l-Q[What is Arithmetic Coding? (Information Theory Pt. 10)^] - ** link:https://youtu.be/2JzOe1Hs26Q[Shannon's Source Coding Theorem (Information Theory Pt. 11)^] - ** link:https://youtu.be/fzlflyw7X2I[What is a communication channel? (Information Theory Pt. 12)^] - ** link:https://youtu.be/55MwAlcpvK4[Joint Entropy (Information Theory Pt. 13)^] + ** link:https://youtu.be/BiuknvAYDPs[OTC Talks #7: The Browser Backstage - Peek-in-Perf by @VivekGalatage^] + ** link:https://youtu.be/8_GgeASwHwQ[Google’s nano banana just killed Photoshop... let’s run it - Fireship^] + ** link:https://youtu.be/QgVR1dxy6zk[it only took 2 lines of code... - Low Level^] + ** link:https://youtu.be/fpkCNu_dzcM[CPU Summary - Computerphile^] + ** link:https://youtu.be/tnPAhVxsPHE[Your iPhone is Lying to You About Files... - LaurieWired^] + ** link:https://youtu.be/D4hNLgJmshg[The Operating System Known As GNU/Linux - Brodie Robertson^] + ** link:https://youtu.be/O9QD9an-0jU[well this isn't great... - Low Level^] + ** link:https://youtu.be/pOF11EDprxc[Deno vs Oracle: The ugly custody battle for JavaScript… - Fireship^] + ** link:https://youtu.be/rcBVqcoQkuA([Bash Pipes in C - Tsoding Daily^] + ** link:https://youtu.be/_bbuRFT2l-Q[AI Trends in 2025 - Gaurav Sen^] + ** link:https://youtu.be/2JzOe1Hs26Q[Accidentally Built a Nuclear Supercomputer. - PewDiePie^] + ** link:https://youtu.be/fzlflyw7X2I[The Next Big SHA? SHA3 Sponge Function Explained - Computerphile^] + ** link:https://youtu.be/55MwAlcpvK4[The Operating System Known As Linux - Brodie Robertson^] ** link:https://ai.pydantic.dev/agents[Pydantic AI Agents Documentation^] - ** link:https://youtu.be/PhCrlpUwEhU[This Open-Source AI Agent will change the world (YouTube)^] + ** link:https://youtu.be/PhCrlpUwEhU[Agentic RAG: An End-to-End Open Source Framework - Weaviate^] ** link:https://medium.com/@thomas_78526/builder-ai-was-a-scam-d1f8fdd16c3f[Builder.ai Was a Scam - Medium Article^] ** link:https://github.com/TecharoHQ/anubis[Anubis GitHub Project (TecharoHQ)^] - ** link:https://www.beatflow.art[Beatflow Art Platform^] \ No newline at end of file + ** link:https://www.beatflow.art[Beatflow Art Platform^] From 12f19a6b3239654cea640b061ae7fd0fe4c0cb87 Mon Sep 17 00:00:00 2001 From: Ayush More Date: Wed, 24 Sep 2025 17:24:56 +0000 Subject: [PATCH 5/8] feat: add attendee list for #251 --- summary/sessions/251/attendees.adoc | 20 +++++++++++++++++++- summary/sessions/251/content.adoc | 2 +- 2 files changed, 20 insertions(+), 2 deletions(-) diff --git a/summary/sessions/251/attendees.adoc b/summary/sessions/251/attendees.adoc index 519c8565..ff0a493f 100644 --- a/summary/sessions/251/attendees.adoc +++ b/summary/sessions/251/attendees.adoc @@ -1,2 +1,20 @@ ==== Attendees -// Attendees to be added soon \ No newline at end of file + +. link:https://twitter.com/BafnaAbhigyan[Abhigyan Bafna^] +. link:https://x.com/Alpastx[Alpesh Bhagwatkar^] +. Aniket Kadam +. Ayush +. Ayush More +. Chetan Jangir +. Harsh Kapadia +. Jaden Furtado +. Krupal Vasani +. Lucky Mee +. Manan Gandhi +. Mohammad Kaif +. Nebuluak +. Nirmal Panchal +. Rishit Dagli +. Sahil Bansal +. Swapnil Borkar +. Wilfred Almeida diff --git a/summary/sessions/251/content.adoc b/summary/sessions/251/content.adoc index 06d06498..405d7090 100644 --- a/summary/sessions/251/content.adoc +++ b/summary/sessions/251/content.adoc @@ -1,6 +1,6 @@ Date: 29-08-2025 -Duration: Yet to be confirmed +Duration: 3 hours,4 minutes ==== Topics Discussed From dc6768b2e21ecf195e350347abcdfe715732a956 Mon Sep 17 00:00:00 2001 From: Ayush More Date: Fri, 26 Sep 2025 22:55:00 +0530 Subject: [PATCH 6/8] Update summary/sessions/251/attendees.adoc Co-authored-by: Ankush Kapoor --- summary/sessions/251/attendees.adoc | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/summary/sessions/251/attendees.adoc b/summary/sessions/251/attendees.adoc index ff0a493f..50de63ba 100644 --- a/summary/sessions/251/attendees.adoc +++ b/summary/sessions/251/attendees.adoc @@ -2,19 +2,19 @@ . link:https://twitter.com/BafnaAbhigyan[Abhigyan Bafna^] . link:https://x.com/Alpastx[Alpesh Bhagwatkar^] -. Aniket Kadam +. link:https://linkedin.com/in/aniket-kadam-65b172a8[Aniket Kadam^] +. link:https://twitter.com/harshgkapadia[Harsh Kapadia^] +. link:https://twitter.com/furtado_jaden[Jaden Furtado^] +. link:https://twitter.com/rishit_dagli[Rishit Dagli^] +. link:https://twitter.com/swpnlbrkr[Swapnil Borkar^] +. link:https://twitter.com/WilfredAlmeida_[Wilfred Almeida^] . Ayush . Ayush More . Chetan Jangir -. Harsh Kapadia -. Jaden Furtado . Krupal Vasani . Lucky Mee . Manan Gandhi . Mohammad Kaif . Nebuluak . Nirmal Panchal -. Rishit Dagli . Sahil Bansal -. Swapnil Borkar -. Wilfred Almeida From 822877235bc9f7cebd32921d81cac79ad43b25a0 Mon Sep 17 00:00:00 2001 From: Ayush More Date: Fri, 26 Sep 2025 23:01:55 +0530 Subject: [PATCH 7/8] Fix formatting of links in content.adoc --- summary/sessions/251/content.adoc | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/summary/sessions/251/content.adoc b/summary/sessions/251/content.adoc index 405d7090..50ff4f0e 100644 --- a/summary/sessions/251/content.adoc +++ b/summary/sessions/251/content.adoc @@ -7,35 +7,35 @@ Duration: 3 hours,4 minutes * Ayush kicked off a discussion on **probability and algorithms**, specifically diving into **entropy encoders** like Huffman, Arithmetic, rANS, and tANS. ** He broke down concepts like `Log2(number of symbols)` and `2^n` in coding. ** He also explained **arithmetic coding**, highlighting its efficiency from `O(2^n)` to `O(n)`, and touched on cumulative frequency and probability functions. - *** link:[https://stanforddatacompressionclass.github.io/Fall22/lectures](https://stanforddatacompressionclass.github.io/Fall22/lectures)[Stanford Data Compression Class Lectures^] + *** link:https://stanforddatacompressionclass.github.io/Fall22/lectures[Stanford Data Compression Class Lectures^] * Lucky Mee, who's returning to tech after some time, asked for advice. ** Harsh strongly suggested focusing on **system designs**. ** He also emphasized the importance of planning thoroughly before execution. * Abhigyan showcased his project on **stock analysis using AI agents**. ** He shared a research report he generated from the agents. ** He demonstrated how these reports provided structured outputs, detailing weaknesses, strengths, conclusions, graphs, and metrics. - *** link:[https://www.deeplearning.ai/the-batch](https://www.deeplearning.ai/the-batch)[DeepLearning.AI The Batch Newsletter^] - *** link:[https://platform.openai.com/docs/guides/structured-outputs](https://platform.openai.com/docs/guides/structured-outputs)[OpenAI Guides: Structured Outputs^] + *** link:https://www.deeplearning.ai/the-batch[DeepLearning.AI The Batch Newsletter^] + *** link:https://platform.openai.com/docs/guides/structured-outputs[OpenAI Guides: Structured Outputs^] * Chetan Jahangir shared some insights about **Builder AI**. ** He mentioned how the company allegedly scammed Microsoft. ** This sparked a conversation about how we should approach data derived from AI and LLMs. * Ayush provided an update on his **SIH project**. ** He's concentrating on smart system design for hardware. ** He's currently learning about the **STM32 microprocessor**. - *** link:[https://en.wikipedia.org/wiki/STM32](https://en.wikipedia.org/wiki/STM32)[STM32 Wikipedia^] - *** link:[https://www.st.com/en/evaluation-tools/stm32-nucleo-boards.html](https://www.st.com/en/evaluation-tools/stm32-nucleo-boards.html)[STM32 Nucleo Boards - STMicroelectronics^] + *** link:https://en.wikipedia.org/wiki/STM32[STM32 Wikipedia^] + *** link:https://www.st.com/en/evaluation-tools/stm32-nucleo-boards.html[STM32 Nucleo Boards - STMicroelectronics^] * Harsh questioned how **MCP (Multiple Connected Models)** relates to agentic AI. ** Abhigyan and Chetan clarified that it's essentially multiple models linked to a central one. ** They illustrated this with an example: a request for a weather update goes to the MCP, which then routes it to various models, with the configuration depending on the user. * Chetan Jahangir sought advice on getting started with **research papers**. ** He asked for tips on how to begin and how to connect with people who write research papers to get involved and share knowledge. ** Rishit suggested reaching out to seniors and their professors. - *** link:[https://icml.cc/Conferences/2022/BestPractices](https://icml.cc/Conferences/2022/BestPractices)[ICML 2022 Best Practices for Research^] + *** link:https://icml.cc/Conferences/2022/BestPractices[ICML 2022 Best Practices for Research^] * Swapnil Borkar discussed **AI and its impact on jobs**. ** He shared concerns about how AI could threaten junior roles if not utilized effectively. * Jaden Furtado talked about **UPI, UPI Lite, and UPI Lite X**. - ** link:[https://www.npci.org.in/what-we-do/upi-lite/product-overview](https://www.npci.org.in/what-we-do/upi-lite/product-overview)[UPI Lite Product Overview - NPCI^] - ** link:[https://www.npci.org.in/what-we-do/upi-lite/upi-lite-x/product-overview](https://www.npci.org.in/what-we-do/upi-lite/upi-lite-x/product-overview)[UPI Lite X Product Overview - NPCI^] + ** link:https://www.npci.org.in/what-we-do/upi-lite/product-overview[UPI Lite Product Overview - NPCI^] + ** link:https://www.npci.org.in/what-we-do/upi-lite/upi-lite-x/product-overvie[UPI Lite X Product Overview - NPCI^] --- From 9d9a3d76d00961d2b4c091dde6ed455f2449b352 Mon Sep 17 00:00:00 2001 From: Ankush Kapoor Date: Sat, 27 Sep 2025 00:00:56 +0530 Subject: [PATCH 8/8] Update content.adoc fixed date, bolding of texts and broken link --- summary/sessions/251/content.adoc | 37 +++++++++++++------------------ 1 file changed, 16 insertions(+), 21 deletions(-) diff --git a/summary/sessions/251/content.adoc b/summary/sessions/251/content.adoc index 50ff4f0e..97364ff9 100644 --- a/summary/sessions/251/content.adoc +++ b/summary/sessions/251/content.adoc @@ -1,46 +1,41 @@ -Date: 29-08-2025 +Date: 30-08-2025 Duration: 3 hours,4 minutes ==== Topics Discussed -* Ayush kicked off a discussion on **probability and algorithms**, specifically diving into **entropy encoders** like Huffman, Arithmetic, rANS, and tANS. +* Ayush kicked off a discussion on probability and algorithms, specifically diving into entropy encoders like Huffman, Arithmetic, rANS, and tANS. ** He broke down concepts like `Log2(number of symbols)` and `2^n` in coding. - ** He also explained **arithmetic coding**, highlighting its efficiency from `O(2^n)` to `O(n)`, and touched on cumulative frequency and probability functions. + ** He also explained arithmetic coding, highlighting its efficiency from `O(2^n)` to `O(n)`, and touched on cumulative frequency and probability functions. *** link:https://stanforddatacompressionclass.github.io/Fall22/lectures[Stanford Data Compression Class Lectures^] * Lucky Mee, who's returning to tech after some time, asked for advice. - ** Harsh strongly suggested focusing on **system designs**. - ** He also emphasized the importance of planning thoroughly before execution. -* Abhigyan showcased his project on **stock analysis using AI agents**. - ** He shared a research report he generated from the agents. - ** He demonstrated how these reports provided structured outputs, detailing weaknesses, strengths, conclusions, graphs, and metrics. + ** Harsh strongly suggested focusing on system designs and also emphasized the importance of planning thoroughly before execution. +* Abhigyan showcased his project on stock analysis using AI agents. + ** He shared a research report he generated from the agents and demonstrated how these reports provided structured outputs, detailing weaknesses, strengths, conclusions, graphs, and metrics. *** link:https://www.deeplearning.ai/the-batch[DeepLearning.AI The Batch Newsletter^] *** link:https://platform.openai.com/docs/guides/structured-outputs[OpenAI Guides: Structured Outputs^] -* Chetan Jahangir shared some insights about **Builder AI**. +* Chetan Jahangir shared some insights about Builder AI. ** He mentioned how the company allegedly scammed Microsoft. ** This sparked a conversation about how we should approach data derived from AI and LLMs. -* Ayush provided an update on his **SIH project**. +* Ayush provided an update on his SIH project. ** He's concentrating on smart system design for hardware. - ** He's currently learning about the **STM32 microprocessor**. + ** He's currently learning about the STM32 microprocessor. *** link:https://en.wikipedia.org/wiki/STM32[STM32 Wikipedia^] *** link:https://www.st.com/en/evaluation-tools/stm32-nucleo-boards.html[STM32 Nucleo Boards - STMicroelectronics^] -* Harsh questioned how **MCP (Multiple Connected Models)** relates to agentic AI. +* Harsh questioned how MCP (Multiple Connected Models) relates to agentic AI. ** Abhigyan and Chetan clarified that it's essentially multiple models linked to a central one. ** They illustrated this with an example: a request for a weather update goes to the MCP, which then routes it to various models, with the configuration depending on the user. -* Chetan Jahangir sought advice on getting started with **research papers**. +* Chetan Jahangir sought advice on getting started with research papers. ** He asked for tips on how to begin and how to connect with people who write research papers to get involved and share knowledge. ** Rishit suggested reaching out to seniors and their professors. *** link:https://icml.cc/Conferences/2022/BestPractices[ICML 2022 Best Practices for Research^] -* Swapnil Borkar discussed **AI and its impact on jobs**. +* Swapnil Borkar discussed AI and its impact on jobs. ** He shared concerns about how AI could threaten junior roles if not utilized effectively. -* Jaden Furtado talked about **UPI, UPI Lite, and UPI Lite X**. +* Jaden Furtado talked about UPI, UPI Lite, and UPI Lite X. ** link:https://www.npci.org.in/what-we-do/upi-lite/product-overview[UPI Lite Product Overview - NPCI^] - ** link:https://www.npci.org.in/what-we-do/upi-lite/upi-lite-x/product-overvie[UPI Lite X Product Overview - NPCI^] - ---- - -* **Additional Resources and Links** - ** link:https://people.math.harvard.edu/~ctm/home/text/others/shannon/entropy/entropy.pdf[A Mathematical Theory of Communication by C. E. Shannon^] + ** link:https://www.npci.org.in/what-we-do/upi-lite/upi-lite-x/product-overview[UPI Lite X Product Overview - NPCI^] +* Additional resources and links + ** link:https://people.math.harvard.edu/~ctm/home/text/others/shannon/entropy/entropy.pdf[A Mathematical Theory of Communication by C. E. Shannon^] ** link:https://stanforddatacompressionclass.github.io/Fall22[Stanford Data Compression Course Home^] ** link:https://youtu.be/BiuknvAYDPs[OTC Talks #7: The Browser Backstage - Peek-in-Perf by @VivekGalatage^] ** link:https://youtu.be/8_GgeASwHwQ[Google’s nano banana just killed Photoshop... let’s run it - Fireship^]