Topics
Seven shelves, deliberately few. Each one pulls together everything on that subject — the two-minute news item and the twenty-minute teardown sit side by side.
LLMs
Language-model architecture, behaviour and capability.
23 postsLatest
Reasoning
Chain of thought, test-time compute, reasoning models and their limits.
8 postsLatest
Rethinking Communication: When Reasoning Meets Information Theory
Agents
Tool use, agent frameworks, MCP, multi-step autonomy.
14 postsLatest
Interpretability
Features, circuits, probing, activation steering, representation engineering.
1 postLatest
Deep learning
Architectures, optimisation, scaling laws, training dynamics.
5 postsLatest
Challenging AI Claims: A New Protocol for Transparent and Falsifiable Records
Reinforcement learning
RLHF, RLVR, reward models, policy optimisation.
1 postLatest
Curiosity at the Edge of Chaos: What a New RL Paper Actually Shows
Multimodal
Vision, audio, video and cross-modal models.
4 postsLatest
Bridge Over Troubled Layers: Multi-Agent Detection of Logic Vulnerabilities in Blockchain-IoT
Training
Pre-training, fine-tuning, data, tokenisation, curricula.
4 postsLatest
Unmasking the Automaton: How Additive Input Pathways Skew State Tracking in Linear RNNs
Inference
Serving, quantisation, speculative decoding, caching, local and on-device.
4 postsLatest
Frontier Reasoning on the Edge: Deploying and Optimizing Models with NVIDIA Jetson
Evaluation
Benchmark design, contamination, harnesses, construct validity.
2 postsLatest
AI security
Prompt injection, jailbreaks, agent hijacking, exfiltration, model supply chain.
11 postsLatest
Bridge Over Troubled Layers: Multi-Agent Detection of Logic Vulnerabilities in Blockchain-IoT
AI safety
Alignment, guardrails, deception, misuse, model behaviour under pressure.
6 postsLatest
Generative AI
Diffusion, image, audio and video generation, and their systems.
3 postsLatest
Fortifying Industrial Safety AI with Synthetic Data on Amazon SageMaker