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// Tech news at terminal velocity
cat 2026-10-07.md
$ cat TLDR.md
▸ • OpenAI's unreleased frontier model just solved a bunch of long-standing math problems.
▸ • Apple and LG are teaming up to take over your smart home.
▸ • Lambda is casually raising $4 billion for AI compute ahead of an IPO.
OpenAI just released solutions to a bunch of long-standing math problems, courtesy of an unreleased frontier model. The drop includes 722 manuscripts and 372 result families, proving that while we're using AI to write emails, it's out there doing actual Good Will Hunting stuff.
Apple is reportedly teaming up with LG to launch a new lineup of smart home gear, including a lock, thermostat, and doorbell. It looks like Apple is finally getting serious about the smart home market, and they're bringing LG along for the ride.
Nvidia-backed AI computing startup Lambda is reportedly raising up to $4 billion at a $14.5 billion valuation. With a planned 2027 IPO on the horizon, they're loading up on cash to keep the GPUs flowing.
Microsoft just dropped a massive tease that Xbox has secured streaming rights for Grand Theft Auto VI. It's a move that "no other platform holder is doing," which is corporate speak for "we just bought a very expensive advantage."
Personal AI agents promise to book your flights and make reservations, but they're hitting a wall: websites hate bots. Deliberate blocks and anti-bot defenses are keeping agents out, prompting the push for a new standard to let the good bots in.
If you're still confused about when to use LoRA versus QLoRA, this practical guide breaks it down. It covers why supervised fine-tuning with parameter-efficient methods is the most practical path for enterprise teams trying to make models behave.
Musubi just open-sourced PolicyLM-1.7B, a lightweight decision model built specifically for real-time content moderation. It's a fascinating look at how specialized, smaller models might replace massive LLMs for keeping platforms clean.
GitHub is rebuilding its Git infrastructure while keeping the site running, aiming to create a foundation for "agent-scale" software development. Because when AI writes all the code, the pipes need to be a lot bigger.
Hackers compromised three domain registries to walk off with unauthorized TLS certificates for Google and other massive services. It's a stark reminder that the internet's trust model is always one compromised registry away from a bad day.
On October 11, the DNS root is switching to a new key-signing key (KSK-2024). Cloudflare has a great breakdown of what this means and how to test if your DNS resolver is ready for the rollover.
Shoppers are discovering the bizarre, hyper-specific assumptions Amazon makes about them based on their purchase history. Check your profile if you want to be humbled by an algorithm.
Jaguar's first EV, the Type 01, looks exactly like its polarizing concept car. It's their most powerful road car ever, proving they really committed to the bit.