A 260M Image Model Beat a Rival 6.5x Its Size by Looping the Same Blocks
Adding parameters still works. The more active work is about making a given model do more with less.
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Two Voice Models Just Reset the Bar: 50ms to First Audio, and a 99M Model on a Laptop CPU
Quality converged, and the competition moved to where the model runs, how fast it starts, and what it costs per call.
Moonshot's Kimi K2.6 Runs a Thousand Agents at Once and Built a Compiler in Ten Hours
A thousand agents that each need supervision multiply the supervision, not the capacity.
Oracle Put Agent Orchestration Inside the ERP, and That Changes the Governance Math
Agent capability stopped being the headline. The headline is whether a company can prove, after the fact, exactly what its agent did.
An Arizona Court Threw Out a Sentence Because an AI Video Spoke for the Victim
Reproducing what a person did is one thing. Speaking for them is another, and the line between the two is now written into a court record.
OpenAI Will Watermark ChatGPT Text in the EU. Its Own Numbers Show How Fragile That Is
A marker that routine paraphrasing can strip may satisfy the letter of Article 50 while failing the job the article was written to do.
MCP's Trust Model Let One Poisoned Agent Reach Into Another
The instruction never crosses a boundary in the code, so no layer is left to ask whether the request made sense.
AI Anime Short Dramas Obtain the First Data Intellectual Property Certificate: How the Creative Process Becomes Evidence for Rights Protection
When the marginal cost of content laundering approaches zero, what creators lack most is not ideas, but a record that can prove where the ideas came from.
Salesforce Gave Its Agents a Runtime That Runs for Weeks
The roster is the least interesting part. The runtime underneath it changes what an agent is for.
A Renewable Energy Company's Founders Just Ordered 20,000 Nvidia Rubin GPUs
The chip order is the easy part. The financing structures underneath it are where the risk sits.
The White House Handed AI Policy to Its Intelligence Chief, and the Enforcement Is Coming From Somewhere Else
The federal government's AI agenda is being set in at least two places at once, and the two are not obviously aligned.
Australia Ordered Every Federal Agency to Audit Its Legacy Systems After the Medicare Breach
The audit will surface the exposure. Funding the fix is a separate exercise with a separate budget.