AI agent memory
Here is what most people get wrong about AI memory: they save the chat transcript. That is not memory. That is a log. Real memory has to separate two different things: • Facts (your name, your budget) → exact values…
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The daily ledger
TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.
170 articles · 11 sources ·
Why AI agents need their own identity & audit trails
Until now, if an AI agent dropped a database table or sent an email, the audit log showed your username because it borrowed your credentials. Senior Developer Relations Engineer Smitha Kolan explains why autonomous AI…
Introducing the TPU agent suite (preview): Open source agents for PyTorch on Cloud TPU
Alongside TorchTPU, we’re releasing an early preview of the TPU agent suite on GitHub. Currently in preview for PyTorch inference workloads on Cloud TPUs, this open-source set of agents helps you onboard, profile, and…
AI Agent Memory Architecture: Structured SQL, Semantic Vector Search & Memory Bank
Code for this episode → https://g.dev/ai/fashion-mind In this episode, you'll learn the critical difference between Structured Facts and Semantic Understanding, why they should never live in the same database, what to…
Upwind raises $400M after walking away from Datadog acquisition offer
The cloud security startup raised a Series C at a $3.8B valuation, instead of selling itself for the same price.
ULA's Vulcan rocket is set to return to flight on Friday the 13th
This Vulcan launch will be first to use a full complement of 6 solid rocket boosters.
Apple’s touchscreen MacBook Pro pushes laptop pricing to a new extreme
Prepare to cough up around $14,549 if you want the new touchscreen MacBook Pro to have every upgrade.
As US ties fray, Europe plans first undersea cable link to Greenland
Europe's Pan-Arctic Cable will bypass US to link Canada, Japan, and South Korea.
Peptide peddlers cheer as RFK Jr. unilaterally grants access, overruling FDA
Six unproven peptides popular with MAHA now under "enforcement discretion policy."
Microsoft just shared Azure’s actual revenue in dollars: $33.2 billion
Microsoft has never disclosed Azure's quarterly revenue in dollars. But for the first time, we can see just how close it is getting to besting the biggest competitor in the market, AWS.
Google expands AI Search ads globally as core ad growth slows
The announcement came alongside parent company Alphabet's third-quarter earnings report, which saw revenue grow 25% year over year to $127.6 billion.
Microsoft recorded $10 billion in revenue from OpenAI
Microsoft said it made $10 billion in revenue from commercial arrangements with OpenAI, including revenue-sharing payments, in the quarter ending September 30. It underscores the still-enormous financial dependency of…
Microsoft hits 10 quarters of record-breaking revenue in a row
Whatever the future of AI might be, the current situation is still very good for Microsoft. The tech giant reported yet another record for quarterly revenue on Wednesday: $92.3 billion, a 19% increase over the year-ago…
How to Build a Command-Line Weather App with Python
After doing a few basic Python projects, I got a bit bored of programs that just take input and print something back. I wanted to make something that actually gets data from the internet. So, I built
Please state the nature of the medical emergency: Google is building a robot medic for NASA
The AI medical assistant is still being tested. Now the space boffins want to give it hands
Anthropic engineer declares the coding interview dead
Why give people tests that AI aces?
Hacker stole personnel data about thousands of Homeland Security employees, including CBP and ICE agents
A hacker obtained personally identifiable information about more than 40,000 Homeland Security staffers, which has since been published online.
Oracle celebrates end of Cybersecurity Awareness Month with quadruple trouble
Attackers probe another EBS bug, and ShinyHunters' PeopleSoft 0-day turns out to involve three vulns
The last, best hope for space tourism just rolled onto a runway in Arizona
It has been nearly a year since any space tourism flights occurred.
Anthropic just launched tools to show companies what their AI spending is buying
The frontier lab is lifting the curtain on how users spend money on its models ahead of a planned IPO.
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