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Year: 2026

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Posted inIdeas for AI

Why AI Agents Need Million-Token Context — Thomas Wolf & Olive Song, MiniMax

Idea #1Multimodal perception in agents is deeply underexplored as a source of agentic capability, and the gap is larger than it appears. A text-only agent is fundamentally limited to structured,…
Posted by Giuseppe Basile September 7, 2026
Posted inBlog

What Makes an Agent Swarm Actually Work

For most of the past two years, multi-agent work meant one orchestrator handing tasks to sub-agents — a delegation pattern, not a swarm. Something changed recently with the OpenAI Astra…
Posted by Giuseppe Basile September 7, 2026
Posted inNews

GPT-6 Astra: Reading Past the Benchmark Saturation

When the Scoreboard Runs Out of Room For the past few years, researchers and practitioners have tracked frontier model progress through a handful of benchmark suites — ARC-AGI for reasoning,…
Posted by Giuseppe Basile September 7, 2026
Posted inBlog

Code Mode: Why AI Agents Are Moving from Tool Calls to Code

The pattern seemed obvious at first: give an AI agent a list of tools, let it pick the right one for each step, and watch it work through the task.…
Posted by Giuseppe Basile September 7, 2026
Posted inBlog

The Work Behind the Work: How Agent Capability Expands Real Choice

Most decisions do not die from a definitive "no." They die from a quieter thing: the cost of finding out. A household move is a good example. The paperwork, the…
Posted by Giuseppe Basile September 7, 2026
Posted inNews

Astra Arrives: A First Look at GPT-6 Across Benchmarks, Alignment, and Early Demos

OpenAI's newest frontier model, GPT-6 — branded Astra — has begun rolling out to paying users and API customers. After a delayed release attributed to additional alignment work, the numbers…
Posted by Giuseppe Basile September 6, 2026
Posted inBlog

When the Agent Runs as You: Identity Design in Enterprise AI

For years, the default assumption when deploying AI agents inside an organisation was straightforward: give the agent its own machine identity, grant it the permissions it needs, and manage that…
Posted by Giuseppe Basile September 6, 2026
Posted inBlog

Start Cheap, Spend Precisely: A Two-Step Pattern for AI-Assisted Knowledge Work

For most of the past two years, the default move with a capable AI model has been to dial everything up — more reasoning, more depth, more tokens — on…
Posted by Giuseppe Basile September 5, 2026
Posted inBlog

The Work Came Back Finished: How to Check Autonomous AI Output

Not long ago, working with AI meant watching it work. You submitted a prompt, it replied in seconds, and every step was in front of you. If it went wrong,…
Posted by Giuseppe Basile September 5, 2026
Posted inIdeas for AI

From coding to Knowledge work agents — Karan Vaidya, Composio

Idea #1Reversibility completely inverts the trust architecture between coding agents and knowledge work agents — and recognizing this forces a different engineering solution. With code, trust can be extended after…
Posted by Giuseppe Basile September 4, 2026

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Recent Posts

  • Why AI Agents Need Million-Token Context — Thomas Wolf & Olive Song, MiniMax
  • What Makes an Agent Swarm Actually Work
  • GPT-6 Astra: Reading Past the Benchmark Saturation
  • Code Mode: Why AI Agents Are Moving from Tool Calls to Code
  • The Work Behind the Work: How Agent Capability Expands Real Choice

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