Custom AI Inference Chips Are Eating the GPU Market
Discover why frontier AI labs are shifting to custom AI inference chips to solve memory bandwidth bottlenecks, reduce latency, and challenge GPU dominance.
PastAGI
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The End of AI Reasoning Transparency: When Chain of Thought Becomes a Summary
AI reasoning transparency is failing. Learn why models like Claude summarize their chain of thought, why raw logic is hidden, and how to evaluate black box AI agents.
Why AI Agents Leak Sensitive Data (and How to Stop Them)
Discover how autonomous AI agents leak sensitive enterprise data through reasoning traces. Learn practical architectures and sanitization frameworks to prevent exposure.
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Decision Models as Agent Tools, a Builder's Rubric
Builders get a rubric for decision models as agent tools, from reasoning versus solving to typed contracts, infeasibility handling, and re-solve triggers.
What the Deepgram Daily Acquisition Actually Protects
The Deepgram Daily acquisition keeps Pipecat forkable. What it cannot protect is governance, merge rights, and integration parity. Five signals to watch.
What Harness Distillation Moves Into Model Weights
Harness distillation can move routing, formatting, and retry policy into weights; permissions, state, verification, and audit trails belong in code.
memt-1.0 Audited. When Memory in Weights Beats Storage
memt-1.0's gated deltanet-2 and mixture-of-storage promise a 66x smaller agent memory footprint. We audit the claim and map when parametric memory wins.
AI Rollout for Junior Staff Needs the Removal Test First
AI rollout for junior staff starts with a removal test. The 133-attorney patent experiment found juniors gain most with AI, then lose the gains without it.
Verifiable Rewards Are Already in Your Stack
Verifiable rewards are the real blocker in agent RL. Learn to mine database schemas, constraints, and tests for reward signals, plus when to train at all.
AI-Discovered PHP RCE Vulnerability Rewrites Patch Math
An AI-discovered PHP RCE vulnerability pair surfaced through OpenAI's Patch the Planet, and patch latency now decides which PHP fleets stay exposed.
Smartsheet MCP Server Teardown and Build Spec
Teardown of the Smartsheet MCP server on AWS: what tracker context adds to agent answers and how to permission the same pattern in your stack.
Generative AI in Banking Is a Governance Build, Not Chatbots
Generative AI in banking reached Itaú's 60 million customers only after the IARA governance layer existed. Here is the build spec behind the rollout.
AI Agent Orchestration, Thin Router or Fat God Agent
AI agent orchestration is a knowledge-placement decision. This teardown of Meta's minimal router shows what a fat loop costs and when to stay thick.
SteerTTS Review, a Prosody Control Plane for Voice Agents
SteerTTS review: does z-score prosody control work as the control plane for LLM voice agents? Latency math, CPU feasibility, and a steerability harness.
Formal Specifications for AI Coding Agents, End to End
Formal specifications for AI coding agents turn review into a gate agents cannot rewrite. See which code deserves TLA+ or Quint specs and how to wire CI.