Adaptive Landscape of Protein Variation in Human Exomes von Patel, Ravi, Scheinfeldt, Laura B, Sanderford, Maxwell D, Lanham, Tamera R, Tamura, Koichiro, Platt, Alexander, Glicksberg, Benjamin S, Xu, Ke, Dudley, Joel T, Kumar, Sudhir

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Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training von Hubinger, Evan, Denison, Carson, Mu, Jesse, Lambert, Mike, Tong, Meg, MacDiarmid, Monte, Lanham, Tamera, Ziegler, Daniel M, Maxwell, Tim, Cheng, Newton, Jermyn, Adam, Askell, Amanda, Radhakrishnan, Ansh, Anil, Cem, Duvenaud, David, Ganguli, Deep, Barez, Fazl, Clark, Jack, Ndousse, Kamal, Sachan, Kshitij, Sellitto, Michael, Sharma, Mrinank, DasSarma, Nova, Grosse, Roger, Kravec, Shauna, Bai, Yuntao, Witten, Zachary, Favaro, Marina, Brauner, Jan, Karnofsky, Holden, Christiano, Paul, Bowman, Samuel R, Graham, Logan, Kaplan, Jared, Mindermann, Sören, Greenblatt, Ryan, Shlegeris, Buck, Schiefer, Nicholas, Perez, Ethan

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Question Decomposition Improves the Faithfulness of Model-Generated Reasoning von Radhakrishnan, Ansh, Nguyen, Karina, Chen, Anna, Chen, Carol, Denison, Carson, Hernandez, Danny, Durmus, Esin, Hubinger, Evan, Kernion, Jackson, Lukošiūtė, Kamilė, Cheng, Newton, Joseph, Nicholas, Schiefer, Nicholas, Rausch, Oliver, McCandlish, Sam, Showk, Sheer El, Lanham, Tamera, Maxwell, Tim, Chandrasekaran, Venkatesa, Hatfield-Dodds, Zac, Kaplan, Jared, Brauner, Jan, Bowman, Samuel R, Perez, Ethan

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Measuring Faithfulness in Chain-of-Thought Reasoning von Lanham, Tamera, Chen, Anna, Radhakrishnan, Ansh, Steiner, Benoit, Denison, Carson, Hernandez, Danny, Li, Dustin, Durmus, Esin, Hubinger, Evan, Kernion, Jackson, Lukošiūtė, Kamilė, Nguyen, Karina, Cheng, Newton, Joseph, Nicholas, Schiefer, Nicholas, Rausch, Oliver, Larson, Robin, McCandlish, Sam, Kundu, Sandipan, Kadavath, Saurav, Yang, Shannon, Henighan, Thomas, Maxwell, Timothy, Telleen-Lawton, Timothy, Hume, Tristan, Hatfield-Dodds, Zac, Kaplan, Jared, Brauner, Jan, Bowman, Samuel R, Perez, Ethan

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The Capacity for Moral Self-Correction in Large Language Models von Ganguli, Deep, Askell, Amanda, Schiefer, Nicholas, Liao, Thomas I, Lukošiūtė, Kamilė, Chen, Anna, Goldie, Anna, Mirhoseini, Azalia, Olsson, Catherine, Hernandez, Danny, Drain, Dawn, Li, Dustin, Tran-Johnson, Eli, Perez, Ethan, Kernion, Jackson, Kerr, Jamie, Mueller, Jared, Landau, Joshua, Ndousse, Kamal, Nguyen, Karina, Lovitt, Liane, Sellitto, Michael, Elhage, Nelson, Mercado, Noemi, DasSarma, Nova, Rausch, Oliver, Lasenby, Robert, Larson, Robin, Ringer, Sam, Kundu, Sandipan, Kadavath, Saurav, Johnston, Scott, Kravec, Shauna, Showk, Sheer El, Lanham, Tamera, Telleen-Lawton, Timothy, Henighan, Tom, Hume, Tristan, Bai, Yuntao, Hatfield-Dodds, Zac, Mann, Ben, Amodei, Dario, Joseph, Nicholas, McCandlish, Sam, Brown, Tom, Olah, Christopher, Clark, Jack, Bowman, Samuel R, Kaplan, Jared

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Constitutional AI: Harmlessness from AI Feedback von Bai, Yuntao, Kadavath, Saurav, Kundu, Sandipan, Askell, Amanda, Kernion, Jackson, Jones, Andy, Chen, Anna, Goldie, Anna, Mirhoseini, Azalia, McKinnon, Cameron, Chen, Carol, Olsson, Catherine, Olah, Christopher, Hernandez, Danny, Drain, Dawn, Ganguli, Deep, Li, Dustin, Tran-Johnson, Eli, Perez, Ethan, Kerr, Jamie, Mueller, Jared, Ladish, Jeffrey, Landau, Joshua, Ndousse, Kamal, Lukosuite, Kamile, Lovitt, Liane, Sellitto, Michael, Elhage, Nelson, Schiefer, Nicholas, Mercado, Noemi, DasSarma, Nova, Lasenby, Robert, Larson, Robin, Ringer, Sam, Johnston, Scott, Kravec, Shauna, Showk, Sheer El, Fort, Stanislav, Lanham, Tamera, Telleen-Lawton, Timothy, Conerly, Tom, Henighan, Tom, Hume, Tristan, Bowman, Samuel R, Hatfield-Dodds, Zac, Mann, Ben, Amodei, Dario, Joseph, Nicholas, McCandlish, Sam, Brown, Tom, Kaplan, Jared

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Discovering Language Model Behaviors with Model-Written Evaluations von Perez, Ethan, Ringer, Sam, Lukošiūtė, Kamilė, Nguyen, Karina, Chen, Edwin, Heiner, Scott, Pettit, Craig, Olsson, Catherine, Kundu, Sandipan, Kadavath, Saurav, Jones, Andy, Chen, Anna, Mann, Ben, Israel, Brian, Seethor, Bryan, McKinnon, Cameron, Olah, Christopher, Yan, Da, Amodei, Daniela, Amodei, Dario, Drain, Dawn, Li, Dustin, Tran-Johnson, Eli, Khundadze, Guro, Kernion, Jackson, Landis, James, Kerr, Jamie, Mueller, Jared, Hyun, Jeeyoon, Landau, Joshua, Ndousse, Kamal, Goldberg, Landon, Lovitt, Liane, Lucas, Martin, Sellitto, Michael, Zhang, Miranda, Kingsland, Neerav, Elhage, Nelson, Joseph, Nicholas, Mercado, Noemí, DasSarma, Nova, Rausch, Oliver, Larson, Robin, McCandlish, Sam, Johnston, Scott, Kravec, Shauna, Showk, Sheer El, Lanham, Tamera, Telleen-Lawton, Timothy, Brown, Tom, Henighan, Tom, Hume, Tristan, Bai, Yuntao, Hatfield-Dodds, Zac, Clark, Jack, Bowman, Samuel R, Askell, Amanda, Grosse, Roger, Hernandez, Danny, Ganguli, Deep, Hubinger, Evan, Schiefer, Nicholas, Kaplan, Jared

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Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training von Hubinger, Evan, Denison, Carson, Mu, Jesse, Lambert, Mike, Tong, Meg, MacDiarmid, Monte, Lanham, Tamera, Ziegler, Daniel M, Maxwell, Tim, Cheng, Newton, Jermyn, Adam, Askell, Amanda, Radhakrishnan, Ansh, Anil, Cem, Duvenaud, David, Ganguli, Deep, Barez, Fazl, Clark, Jack, Ndousse, Kamal, Sachan, Kshitij, Sellitto, Michael, Sharma, Mrinank, DasSarma, Nova, Grosse, Roger, Kravec, Shauna, Bai, Yuntao, Witten, Zachary, Favaro, Marina, Brauner, Jan, Holden Karnofsky, Christiano, Paul, Bowman, Samuel R, Logan, Graham, Kaplan, Jared, Mindermann, Sören, Greenblatt, Ryan, Buck Shlegeris, Schiefer, Nicholas, Perez, Ethan

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Question Decomposition Improves the Faithfulness of Model-Generated Reasoning von Radhakrishnan, Ansh, Nguyen, Karina, Chen, Anna, Chen, Carol, Denison, Carson, Hernandez, Danny, Durmus, Esin, Hubinger, Evan, Jackson Kernion, Lukošiūtė, Kamilė, Cheng, Newton, Nicholas, Joseph, Schiefer, Nicholas, Rausch, Oliver, McCandlish, Sam, Sheer El Showk, Lanham, Tamera, Maxwell, Tim, Chandrasekaran, Venkatesa, Hatfield-Dodds, Zac, Kaplan, Jared, Brauner, Jan, Bowman, Samuel R, Perez, Ethan

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Measuring Faithfulness in Chain-of-Thought Reasoning von Lanham, Tamera, Chen, Anna, Radhakrishnan, Ansh, Steiner, Benoit, Denison, Carson, Hernandez, Danny, Li, Dustin, Durmus, Esin, Hubinger, Evan, Jackson Kernion, Lukošiūtė, Kamilė, Nguyen, Karina, Cheng, Newton, Nicholas, Joseph, Schiefer, Nicholas, Rausch, Oliver, Larson, Robin, McCandlish, Sam, Kundu, Sandipan, Kadavath, Saurav, Yang, Shannon, Henighan, Thomas, Maxwell, Timothy, Telleen-Lawton, Timothy, Hume, Tristan, Hatfield-Dodds, Zac, Kaplan, Jared, Brauner, Jan, Bowman, Samuel R, Perez, Ethan

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The Capacity for Moral Self-Correction in Large Language Models von Ganguli, Deep, Askell, Amanda, Schiefer, Nicholas, Liao, Thomas I, Lukošiūtė, Kamilė, Chen, Anna, Goldie, Anna, Mirhoseini, Azalia, Olsson, Catherine, Hernandez, Danny, Drain, Dawn, Li, Dustin, Tran-Johnson, Eli, Perez, Ethan, Jackson Kernion, Kerr, Jamie, Mueller, Jared, Landau, Joshua, Ndousse, Kamal, Nguyen, Karina, Lovitt, Liane, Sellitto, Michael, Nelson Elhage, Mercado, Noemi, DasSarma, Nova, Rausch, Oliver, Lasenby, Robert, Larson, Robin, Ringer, Sam, Kundu, Sandipan, Kadavath, Saurav, Johnston, Scott, Kravec, Shauna, Sheer El Showk, Lanham, Tamera, Telleen-Lawton, Timothy, Henighan, Tom, Hume, Tristan, Bai, Yuntao, Hatfield-Dodds, Zac, Mann, Ben, Amodei, Dario, Nicholas, Joseph, McCandlish, Sam, Brown, Tom, Olah, Christopher, Clark, Jack, Bowman, Samuel R, Kaplan, Jared

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Constitutional AI: Harmlessness from AI Feedback von Bai, Yuntao, Kadavath, Saurav, Kundu, Sandipan, Askell, Amanda, Jackson Kernion, Jones, Andy, Chen, Anna, Goldie, Anna, Mirhoseini, Azalia, McKinnon, Cameron, Chen, Carol, Olsson, Catherine, Olah, Christopher, Hernandez, Danny, Drain, Dawn, Ganguli, Deep, Li, Dustin, Tran-Johnson, Eli, Perez, Ethan, Kerr, Jamie, Mueller, Jared, Ladish, Jeffrey, Landau, Joshua, Ndousse, Kamal, Lukosuite, Kamile, Lovitt, Liane, Sellitto, Michael, Nelson Elhage, Schiefer, Nicholas, Mercado, Noemi, DasSarma, Nova, Lasenby, Robert, Larson, Robin, Ringer, Sam, Johnston, Scott, Kravec, Shauna, Sheer El Showk, t, Stanislav, Lanham, Tamera, Telleen-Lawton, Timothy, Conerly, Tom, Henighan, Tom, Hume, Tristan, Bowman, Samuel R, Hatfield-Dodds, Zac, Mann, Ben, Amodei, Dario, Nicholas, Joseph, McCandlish, Sam, Brown, Tom, Kaplan, Jared

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Discovering Language Model Behaviors with Model-Written Evaluations von Perez, Ethan, Ringer, Sam, Lukošiūtė, Kamilė, Nguyen, Karina, Chen, Edwin, Scott, Heiner, Pettit, Craig, Olsson, Catherine, Kundu, Sandipan, Kadavath, Saurav, Jones, Andy, Chen, Anna, Mann, Ben, Israel, Brian, Seethor, Bryan, McKinnon, Cameron, Olah, Christopher, Yan, Da, Amodei, Daniela, Amodei, Dario, Drain, Dawn, Li, Dustin, Tran-Johnson, Eli, Khundadze, Guro, Jackson Kernion, Landis, James, Kerr, Jamie, Mueller, Jared, Jeeyoon Hyun, Landau, Joshua, Ndousse, Kamal, Goldberg, Landon, Lovitt, Liane, Lucas, Martin, Sellitto, Michael, Zhang, Miranda, Kingsland, Neerav, Nelson Elhage, Nicholas, Joseph, Mercado, Noemí, DasSarma, Nova, Rausch, Oliver, Larson, Robin, McCandlish, Sam, Johnston, Scott, Kravec, Shauna, Sheer El Showk, Lanham, Tamera, Telleen-Lawton, Timothy, Brown, Tom, Henighan, Tom, Hume, Tristan, Bai, Yuntao, Hatfield-Dodds, Zac, Clark, Jack, Bowman, Samuel R, Askell, Amanda, Grosse, Roger, Hernandez, Danny, Ganguli, Deep, Hubinger, Evan, Schiefer, Nicholas, Kaplan, Jared

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