Mario Attard

'You don't need a memory layer, you need a bigger window'

→ Agentic Memory System · elected

'Why does the agent make a different call on the same claim two weeks apart?'

→ Agentic Memory System · elected

'Can we see cost per use case across Bedrock and Vertex in one place?'

→ AI Gateway · elected

'The AI cyber threat is a marketing threat'

→ Cyber Cold War · elected

'Can the voice bot take a payment over the phone without a human on the line?'

→ Voice and Vision · elected

'Frontier prices fell 8× in a year. Why are you still fine-tuning?'

→ SLM / Edge / Tuning · elected

'Stop engineering around rate limits. Buy provisioned throughput.'

→ Backpressure · elected

Anonymised incident post-mortem: overnight batch agent retried 1.1M times against a single 429

→ Backpressure · elected

'We turned our AI monitor off after nine days'

→ Sensing Agents · elected

'We upgraded the model and nothing changed'

→ Effective Assistants · elected

'If it sends the email, whose name is on it, and who gets fired?'

→ Ambient Agents · elected

'If your agents write the tests, why is QA still a line on the SOW?'

→ Fully Agentic QA · elected

AusCERT: 'Two years into our PQC migration — the inventory was 70% of it'

→ Quantum Encryption · elected

'We ran 30 agents overnight for a month. Here is what actually shipped.'

→ Dark Harness · elected

'Can you quote us autonomous delivery capacity — tickets per night — instead of a pod?'

→ Dark Harness · elected

'Stop orchestrating. Let the agents figure it out.'

→ Self-Organising Agents

'Should we be using an agent swarm for this?'

→ Self-Organising Agents

'Why is it still making the mistake we corrected in March?'

→ Non-Weight-Bound Continuous Learning · elected

'If the agents do the close, who do I fire?'

→ Dark Factory

Frontier lab CEO: 'AGI by 2028' in an investor letter

→ AGI