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HOW V7 GIVES AI AGENTS INSTITUTIONAL MEMORY
"GPT-5.6 leak or just a really optimistic typo? Context is king either way."
Explain Like I'm Normal
V7 has launched a system to provide AI agents with 'institutional memory' by indexing fragmented company data into a retrievable context layer. Curiously, the announcement references GPT-5.6, a model version that has not been publicly announced or released by OpenAI, sparking intense speculation about upcoming API capabilities. If accurate, this represents a massive leap in how agents handle long-term enterprise knowledge without losing track of sources.
ALSO TODAY
The bear can dance: Qwen 3.8 27B on one 3090 for 3 weeks
Local agent locks itself in a basement for 3 weeks to rewrite its own CUDA kernels.
What does it mean when its reported that openAI is close to solving a millennial prize problem?
Sam Altman out here playing 4D chess with a calculator and a dream.
AI BREAKTHROUGHS
See all →[MASSIVE RELEASE] Supra2-IMG - a tiny 100M text-to-image model - SOTA quality and open release!
Who needs a cluster when you have 10 hours and a single H100?
Driving on Registers, Reasoning on Risk: Risk-Aware Occupancy for Register-Based End-to-End Autonomous Driving
Your self-driving car just got a gut feeling about that sketchy merge.
Risk-Aware Occupancy for Safety-Oriented End-to-End Autonomous Driving
Tesla FSD vibes: researchers ditching discrete objects for 'risk-aware' vibes in BEV space.
AI DRAMA
See all →iPhone owners can now submit claims in Apple’s $250 million Siri AI settlement
Selling the dream, settling the bill: Apple pays the 'Siri isn't smart yet' tax.
ZCode is now open source
Nothing says 'we fixed the security holes' like dumping the raw code on GitHub.
Amazon doesn’t trust Meta’s Muse AI agent
Jeff Bezos to Zuck: You can't sit with us (or buy our stuff).
WEIRD TOOLS
See all →Putting the question before the context took my local Qwen from 89% to 100% on a decision benchmark, and from ~400 ms to ~80 ms
Why generate many word when few prefix do trick? 5x speedup via prompt inversion.
A better coder for the small-GPU/small-RAM crowd!
Your 2018 laptop just became a senior dev (kinda).
With Tabby, a former accountant is using AI to make accountants obsolete
The ultimate betrayal: building an AI to fire your former self.
STARTUP GRAVEYARD
See all →Flock reportedly tries to shrink workforce with employee buyouts
Take the money and run, before the pink slips do the sprinting.
The AI graveyard: a running list of projects and startups that didn’t make it
Pour one out for the vaporware: TechCrunch tracks every AI pivot to the afterlife.
Mechanical Turk shuts down September 30
The 'Artificial Artificial Intelligence' era is officially over.
EXPLAIN LIKE I'M NORMAL
See all →Building standards for the next phase of AI
Sam Altman wants to write the rules before someone else does.
Systems for Machine Learning[D]
POV: You realized Python wrappers won't save you from the metal.
4 ways to address the failures we found along the US border’s “virtual wall”
AI towers that can spot a rabbit but miss a dying human are the ultimate dark-pattern vaporware.
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