Prompt caching in AI coding agents is breaking far more easily than developers realize, with minor changes like tool updates or model switches triggering full token reprocessing and potentially costing thousands in unexpected fees.
OpenAI is betting $750 billion on AI infrastructure by 2030, including a $30 billion Georgia data center, while rival Anthropic faces user outages and compute shortages from its reliance on leased cloud resources, highlighting a growing divide in AI infrastructure strategy ahead of both companies' anticipated IPOs.
Intel reports explosive Q2 2026 revenue of $16.1 billion, a 25% surge fueled by a 59% jump in data center sales driven by AI demand, yet shares are falling Friday despite the massive earnings beat and strong Q3 guidance.
Oracle secures a massive 10-year, $7 billion Pentagon contract to supply software to the U.S. military and intelligence community, saving taxpayers $441 million, sending shares up 3% in extended trading despite a brutal 38% year-to-date decline driven by fears that AI could disrupt its traditional software business.
Google's internally developed 'Frozen v2' AI chip, set for a 2028 release, promises up to 10x efficiency gains over current chips, sending stock surging 3% as the tech giant doubles down on custom silicon amid a massive $180-190 billion AI infrastructure spending plan.
Ramp cuts AI costs by over 25% using a real-time LLM routing system powered by Thompson Sampling and adaptive algorithms that intelligently shift traffic between models based on live latency, failure rates, and cost — with an additional 30% savings achieved on its largest streaming workload.
AI inference startup General Compute secures a landmark $400 million loan from Upper90, using inference-specific SambaNova SN50 chips as collateral in a first-of-its-kind deal that signals a major shift in AI infrastructure financing and a bold challenge to Nvidia's dominance.
Z.ai is closing in on $1 billion in annual sales, positioning it to become the first independent Chinese AI firm to hit the milestone, fueled by a sixtyfold surge in API revenue and aggressive open-sourcing of its most powerful models — though it remains lossmaking and heavily reliant on state-owned …
AWS suffers a massive global billing glitch, sending customers erroneous charges as high as $1.5 trillion, with one UK charity worker nearly collapsing after seeing a $7.8 billion charge for a service that normally costs under one pound — prompting AWS to shut down its bill estimation system and issue …
OpenAI launches a 'Useful Intelligence per Dollar' framework, offering businesses a four-dimension scorecard to measure AI value beyond token costs, debuting alongside GPT-5.6, which sets a new coding benchmark record while using 54% fewer output tokens than competing models.