Researchers at Imperial College London and Emlyon Business School analyzed 2000‑2023 SEC and DOJ cases and found VC‑backed startups are 19% more likely to face fraud charges. They identify a three‑stage “façading” process, surface, reinforced, deep, driven by investor growth expectations. The findings warn investors that unchecked pressure can catalyze costly deception.
Uber has built a portfolio of over 30 autonomous‑vehicle startups since 2020, mixing equity stakes, pilots, and investments. Its biggest bet is a 19.7% share in Aurora plus new robotaxi ties with Autobrains in Munich and freight hauls with Aurora trucks via Uber Freight, signaling a return to self‑driving tech that could layer an AV fleet onto Uber’s core services.
Six young founders turned a sleek East London co‑living space into a ‘holistic’ hacker house that trades 24‑hour sprint culture for structured hours, shared chores and wellness rituals. By proving you can raise AI startups without the Silicon Valley grind, they challenge the burnout narrative and could reshape UK founder ecosystems.
Seedance 2.5 adds one‑take, 30‑second video generation with multi‑round extensions and can ingest up to 30 images, 10 video clips, and 10 audio clips for flexible referencing. The model also offers timestamp‑level editing and green‑screen controls, raising the bar for AI‑driven long‑form storytelling against OpenAI and Google’s offerings.
Tim Cook hinted that Siri’s next AI upgrade could be tiered behind iCloud+ plans, letting heavy users buy extra compute. The move mirrors OpenAI and Anthropic’s freemium models and flags Apple’s shift toward monetizing AI as it races to catch up with competitors.
Researchers simulated 1,000 adults following advice from large-language models. When users gave detailed, structured prompts, AI consistently recommended saving more, diversifying, and reducing stock exposure with age, yielding larger retirement buffers. However, the bots struggled with shocks like unemployment and rarely rebalanced portfolios actively.
StatCounter reports Linux at 10.65% of North American desktop usage in July 2026, the first double‑digit share for the OS in the region. The jump from 5.5% a month earlier reflects both genuine growth and improved traffic classification, signalling a broader shift among tech‑savvy users and expanding opportunities for Linux‑centric tools and services.
Running the 2.8‑trillion‑parameter Kimi K3 on AMD’s MI355X yields 952 tokens per second per node, over three times the throughput of a dual‑node Nvidia B200 setup, and 1.3× the single‑stream speed of a B300. At roughly 2.4× lower GPU cost, the MI355X delivers superior performance‑per‑dollar, reshaping inference hardware economics.
Rodney Brooks outlines four distinct development horizons, research breakthroughs, hype storms, productization, and mass adoption, that together set realistic timelines for AI, robotics and other deep‑tech. By mapping where a technology sits, founders and investors can cut through hype or doom‑scrolling and plan funding, hiring, and market entry with grounded expectations.
Snap Inc. updated Spotlight’s recommendation algorithm so wholly AI‑generated videos are no longer eligible for recommendation or creator rewards. The move protects the feed from low‑quality AI “slop” and preserves a space for authentic, human‑made creativity, while still allowing AI‑enhanced content that uses Snapchat’s tools.
TechCrunch and Hudson Labs counted EV mentions in GM and Ford earnings calls and found the frequency has dropped to pre‑pandemic levels. The decline follows delayed EV launches, plant layoffs, and a broader shift toward software and services, hinting that the Detroit giants are tempering investor expectations for electric growth.
You’re caught up.
That was all 11 stories in the 2 August issue.