Technology & AI
TraceCoder adds audit trail to AI-generated code
A new arXiv preprint tracks every repair attempt in LLM code generation, giving developers a replayable audit trail for AI-written code.
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Technology & AI
Kernel Forge: AI agent writes CUDA kernels, 2.83x speedup
A new open-source tool from University of Michigan researchers lets any PyTorch model get automatic CUDA kernel speedups without manual GPU programming.
Property & Economy
Will the RBA Raise Rates in August 2026? Our Model Just Flipped to Hike
Headline inflation fell to 3.8% on 29 July, yet services and non-tradables inflation both rose and the trimmed mean did not move. Our ten-driver framework crossed its hike boundary by 0.03 — with the four strongest objections to that reading set out in full.
Technology & AI
LLMs flip answers 23% of the time when you rephrase the question
LLM answers change on over 23% of questions when wording shifts, and standard accuracy scores hide the reliability gap from anyone deploying AI.
Property & Economy
ABS CPI release moves earlier from 2027, skips weight update
The June 2026 quarter CPI landed on 29 July with two structural changes: earlier monthly releases from February 2027 and no mid-year weight update
Technology & AI
OpenAI field report: AI agents accelerate genomics research
OpenAI's July 28 field report says AI coding agents speed up genomics discovery, but offers no benchmarks or named scientists.
Technology & AI
Gemini API agents get execution hooks and 3.6 Flash default
Gemini API managed agents now run 3.6 Flash by default and let developers intercept tool calls with custom hooks, changing how agentic workflows run on
Technology & AI
MIT preprint: fluid search cuts autonomous AI research cost
An MIT-linked arXiv preprint argues autonomous research systems are graded on final results but ignore how much compute they burn getting there, and
Technology & AI
Active Directory security thesis rethinks defence with decoys
An arXiv thesis from Adelaide proposes decoy placement and admin feedback loops for AD security, but admits the underlying maths is intractable.