Rauno Arike

Karma: 1,106

Angles of attack for continual learning safety

Rauno Arike, RohanS, Owen Terry, Achu Menon, Zhijing Jin, Francis Rhys Ward and Seth Herd

16 Jun 2026 16:15 UTC

47 points

0 comments13 min readLW link

How might continual learning affect safety and alignment?

Rauno Arike, RohanS, Owen Terry, Achu Menon, Zhijing Jin, Francis Rhys Ward and Seth Herd

13 Jun 2026 17:34 UTC

59 points

2 comments16 min readLW link

What’s Continual Learning, and Why Might We Expect To See It In Advanced LLM Agents?

RohanS, Rauno Arike, Owen Terry, Achu Menon, Zhijing Jin, Francis Rhys Ward and Seth Herd

12 Jun 2026 18:43 UTC

28 points

2 comments17 min readLW link

Implications of Continual Learning for LLM Agents: Introduction

RohanS, Rauno Arike, Owen Terry, Achu Menon, Zhijing Jin, Francis Rhys Ward and Seth Herd

12 Jun 2026 18:36 UTC

46 points

0 comments6 min readLW link

Estimating No-CoT Task-Completion Time Horizons of Frontier AI Models

Anders Cairns Woodruff, Francis Rhys Ward, Dewi Gould, Rauno Arike, Jason R Brown, Jo Jiao, wlanderson, ariana_azarbal, harrymayne, Patrick Leask, Twm Stone, Josh Hills, Ida Caspary and Shubhorup Biswas

10 Jun 2026 17:58 UTC

240 points

20 comments4 min readLW link

A List of Research Directions in Character Training

Rauno Arike19 Mar 2026 22:58 UTC

47 points

21 comments8 min readLW link

[Paper] How does information access affect LLM monitors’ ability to detect sabotage?

Rauno Arike, Raja Moreno, RohanS, Shubhorup Biswas and Francis Rhys Ward

11 Feb 2026 21:25 UTC

26 points

0 comments6 min readLW link

Aether is hiring technical AI safety researchers

Rauno Arike, RohanS and Shubhorup Biswas

5 Jan 2026 22:27 UTC

22 points

0 comments2 min readLW link

13 Arguments About a Transition to Neuralese AIs

Rauno Arike7 Nov 2025 16:19 UTC

50 points

14 comments10 min readLW link

Hidden Reasoning in LLMs: A Taxonomy

Rauno Arike, RohanS and Shubhorup Biswas

25 Aug 2025 22:43 UTC

79 points

12 comments12 min readLW link

How we spent our first two weeks as an independent AI safety research group

RohanS, Rauno Arike and Shubhorup Biswas

11 Aug 2025 19:32 UTC

34 points

0 comments10 min readLW link

Extract-and-Evaluate Monitoring Can Significantly Enhance CoT Monitor Performance (Research Note)

Rauno Arike, RohanS and Shubhorup Biswas

8 Aug 2025 10:41 UTC

52 points

7 comments10 min readLW link

Aether July 2025 Update

RohanS, Rauno Arike and Shubhorup Biswas

1 Jul 2025 21:08 UTC

26 points

7 comments3 min readLW link

[Question] What faithfulness metrics should general claims about CoT faithfulness be based upon?

Rauno Arike8 Apr 2025 15:27 UTC

26 points

0 comments4 min readLW link

On Recent Results in LLM Latent Reasoning

Rauno Arike31 Mar 2025 11:06 UTC

38 points

6 comments13 min readLW link

The Best Lecture Series on Every Subject

Rauno Arike24 Mar 2025 20:03 UTC

13 points

1 comment2 min readLW link

Rauno’s Shortform

Rauno Arike15 Nov 2024 12:08 UTC

3 points

37 comments1 min readLW link

A Dialogue on Deceptive Alignment Risks

Rauno Arike25 Sep 2024 16:10 UTC

11 points

0 comments18 min readLW link

[Interim research report] Evaluating the Goal-Directedness of Language Models

Rauno Arike, Elizabeth Donoway and Marius Hobbhahn

18 Jul 2024 18:19 UTC

40 points

4 comments11 min readLW link

Early Experiments in Reward Model Interpretation Using Sparse Autoencoders

lukemarks, Amirali Abdullah, Rauno Arike, fbarez and nothoughtsheadempty

3 Oct 2023 7:45 UTC

18 points

0 comments5 min readLW link