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Google AI Mode shows same products 21.6% more expensive than traditional search
Leading today: Google AI Mode shows same products 21.6% more expensive than traditional search. Also in this issue: XDOF, just three months out of stealth, is in talks for a Series B at a $1.2B valuation; OpenAI’s rogue agents keep escaping, with no formal process to investigate them. 18 stories in total, selected automatically from 61 candidates across the day's feeds.

| 1 | productrise.app Google AI Mode shows same products 21.6% more expensive than traditional searchTrending on Hacker News (364 points, 72 comments). |
| 2 | techcrunch.com XDOF, just three months out of stealth, is in talks for a Series B at a $1.2B valuationThe round is being raised just months after the robot data startup exited from stealth. (The round is being raised just months after the robot data startup exited from stealth) |
| 3 | techcrunch.com OpenAI’s rogue agents keep escaping, with no formal process to investigate themOpenAI’s latest agent swarm incident adds urgency to calls for independent investigations as researchers and lawmakers question whether AI labs should control the scope of their own safety reviews. |

Trending on Hacker News (259 points, 250 comments).
Read →Aliyun Qwen's First Month of Launch Achieves Over 30 Million Users: Open-Source Context Foundation Builds a New Enterprise-Level Agent Paradigm AIBase
Read →It’s officially the Ternus era at Apple.   Tim Cook stepped down as CEO this week, handing the company to former hardware chief John Ternus, whose first memo promised a “huge launch next we...
Read →It’s officially the Ternus era at Apple.   Tim Cook stepped down as CEO this week, handing the company to former hardware chief John Ternus, whose first memo promised a “huge launch next we...
Read →It's not quite the "push button; get song" of Suno, but Roland's new Melody Flip tool marks the company's foray into generative AI music.
Read →Microsoft's Copilot rarely reproduces even full sentences from news articles and books, let alone substantive chunks that could substitute for the original, the company says in new legal filings as it fights copyright cl...
Read →
There is a torrent of unappetizing slop coming from restaurants, cafes, and brands that are increasingly turning to AI to generate images promoting their food.
Read →Many recurring text functions are easy to describe but difficult to implement with rules, while calling a large remote model for every input introduces repeated cost, latency, and dependency on a provider.
Read →Language-model judges now gate training data, score generations, and drive leaderboards.
Read →Evolutionary prompt optimizers such as GEPA suffer from prompt bloat: each iteration appends rules and caveats, producing prompts up to 3$\times$ longer yet no more accurate.
Read →Video editing spans diverse editing paradigms, yet achieving high-quality instruction-guided and subject-guided editing within a single unified framework remains challenging.
Read →Weakly-Supervised Dense Video Captioning aims to localize and describe multiple events in untrimmed videos given only an ordered set of event-level captions per video.
Read →
Trending on Hacker News (221 points, 76 comments).
Read →Trending on Hacker News (89 points, 27 comments).
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