Which AI stories has SIREN scored in this window? · Which AI news tags have SIREN pages? · Which AI tags has SIREN scored stories about?
What has SIREN scored about Fine-tuning?
Fine-tuning and post-training stories scored in the newsroom or archive — coverage counts, not a model score. A tag page lists scored stories whose title or summary matched a published needle — not a probability of harm and not a ranking of the companies named.
13 Scored stories in window
127 Older in archive
Which scored stories are tagged Fine-tuning in this window?
APT: Feedback-Driven Agentic Post-Training for Text-to-Image Generation
HF-DAILY-PAPERS
· 2026-10-15 00:00:00 UTC
· capability
47.5
What behaviors does a model actually learn in RL? [P]
REDDIT-MACHINELEARNING
· 2026-10-14 18:23:30 UTC
· attention
27.5
Hierarchical Residual Policy Learning for Real-World Mobile Manipulation with Sparse Human Guidance
ARXIV-NEWEST
· 2026-10-14 17:59:52 UTC
· capability
32.4
One Task, Many Interfaces: Simple Cross-Interface Consistency Training Improves LLM Agent Robustness
ARXIV-NEWEST
· 2026-10-14 17:56:06 UTC
· capability
32.3
Manacá-1B-Instruct-2: Reproducible Safety Alignment for a Native Brazilian-Portuguese LLM. Negative DPO Results, a Controlled Composition Scan, and a Silent Failure Mode of the LLM Judge
ARXIV-NEWEST
· 2026-10-14 17:53:46 UTC
· capability
32.3
PPA 9: Putting it All Together
LESSWRONG
· 2026-10-14 15:03:26 UTC
· governance
27.7
PPA 8: The Fermi Paradox, Fine-Tuning, and the SSA
LESSWRONG
· 2026-10-14 15:03:23 UTC
· governance
27.7
Researchers hid an encrypted capability in an AI model, and fine-tuning couldn't unlock it
REDDIT-CONTROLPROBLEM
· 2026-10-14 08:27:18 UTC
· attention
34.7
Coinbase Built, Evaluated, and Post-Trained a Fraud Agent on Qwen3.5-9B
HN-FRESH-AI
· 2026-10-14 03:46:04 UTC
· attention
33.5
Discover AI: A Learning Guide - 51 hands-on labs for learning how AI actually works.
REDDIT-LOCALLLAMA
· 2026-10-14 02:31:03 UTC
· attention
21.9
Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection
DEEPMIND
· 2026-10-14 02:00:14 UTC
· capability
46.6
ACCRUE: Continual Off-Policy Reinforcement Learning for Robot Foundation Models
HF-DAILY-PAPERS
· 2026-10-14 00:00:00 UTC
· capability
39.7
PhyProbe: Rethinking Physical Consistency Evaluation in Generated Videos
HF-DAILY-PAPERS
· 2026-10-14 00:00:00 UTC
· capability
38.9
Which AI stories has SIREN scored in this window?
Which older scored stories are tagged Fine-tuning?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
Coinbase Fraud Prevention: How Did a Fine-Tuned Qwen Model Beat Opus?
GNEWS-AI
· 2026-10-12 07:30:00 UTC
· attention
42.0
Reverse Engineering w/ Local?
REDDIT-LOCALLLAMA
· 2026-10-11 15:08:11 UTC
· attention
28.6
Is a second MSc worth it? [D]
REDDIT-MACHINELEARNING
· 2026-10-11 14:48:55 UTC
· attention
23.9
Inside the marketplace powering bespoke AI deepfakes of real women
BLUESKY-AI
· 2026-10-11 04:43:02 UTC
· governance
30.0
Narrow Multimodal Fine-Tuning Can Induce Emergent Misalignment
LESSWRONG
· 2026-10-11 03:56:00 UTC
· governance
23.4
How compute time has shifted from pretraining to post-training over the last 2 years
REDDIT-SINGULARITY
· 2026-10-10 19:06:18 UTC
· attention
19.8
Inheritance of Refusals from Abliterated Models
LESSWRONG
· 2026-10-10 13:50:31 UTC
· governance
27.7
Help With Choosing Hardware [P]
REDDIT-MACHINELEARNING
· 2026-10-10 08:00:41 UTC
· attention
22.9
DreamTrue: Action-Faithful Robot World Model with Counterfactual Post-Training
HF-DAILY-PAPERS
· 2026-10-09 00:00:00 UTC
· capability
42.0
SuperNav: An Agentic Navigation System for Any Task in Any Scene
HF-DAILY-PAPERS
· 2026-10-09 00:00:00 UTC
· capability
44.0
Post-Training Frontier Text-to-Image Models by Composing Preference and Rubric Rewards
HF-DAILY-PAPERS
· 2026-10-09 00:00:00 UTC
· capability
40.8
Frozen Models, Evolving Expertise: Model-Agnostic Learning from Deployment Experience for Multimodal Medical AI
HF-DAILY-PAPERS
· 2026-10-09 00:00:00 UTC
· capability
33.3
Which older AI stories has SIREN kept in the archive?
What questions do people actually ask?
What has SIREN scored about Fine-tuning?
140 scored stories match this published needle on SIREN (13 in the live window, 127 older in the archive). Fine-tuning and post-training stories scored in the newsroom or archive — coverage counts, not a model score.
Which scored stories are tagged Fine-tuning in this window?
13 scored stories matched this published needle in the current window. A tag page lists headlines — not a topic doom score.
Which older scored stories are tagged Fine-tuning?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
Which other tags have scored stories?
Other published tags that clear the substance gate, each linking What has SIREN scored about that tag?
Does SIREN publish a Fine-tuning doom score?
No. Activity tempo, not probability of harm. A tag page lists matching headlines — not a probability of harm and not a ranking of the companies named.
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