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How is Google's AI Mode so fast and so good?

4•nthypes•2h ago
I've been trying out Google's new AI Mode in Search and I'm genuinely curious about the technical architecture behind it. The response times are incredibly fast - often sub-second - and the quality of answers seems consistently high.

What's particularly impressive: - Speed: Near-instant responses even for complex queries - Quality: Accurate, well-sourced answers with citations - Integration: Seamlessly pulls from the knowledge graph and fresh web results

I'm wondering: - What model(s) are they running under the hood? - How are they achieving such low latency at scale? - Are they using some kind of speculative execution or caching strategy? - How does their infrastructure differ from standalone LLM APIs?

For those who've worked on similar systems or have insights into Google's approach, I'd love to hear your thoughts on what makes this possible.

Nvidia's B200: Keeping the CUDA Juggernaut Rolling Ft. Verda

https://old.chipsandcheese.com/2025/12/15/nvidias-b200-keeping-the-cuda-juggernaut-rolling-ft-ver...
1•brian_herman•3m ago•0 comments

The Reduction of Gravity Using Two Gyroscopic Motions at Right Angles To

https://vinyasi.substack.com/p/the-reduction-of-gravity
1•vinyasi•3m ago•0 comments

Uber and DoorDash Try to Halt NYC Law That Encourages Tipping

https://www.nytimes.com/2025/12/16/nyregion/uber-doordash-nyc-tipping.html
1•voxadam•4m ago•0 comments

LLM Hypercompetence

https://twilightworld.ai/thoughts/hypercompetence/
1•rodphil•4m ago•0 comments

Vm.overcommit_memory=2 is always the right setting

https://ariadne.space/2025/12/16/vmovercommitmemory-is-always-the-right.html
1•todsacerdoti•14m ago•0 comments

Flow – A Programmer's Text Editor

https://flow-control.dev/
1•css_apologist•15m ago•0 comments

Show HN: GPT Image 1.5 – An AI image editor with conversational editing

https://gptimage15.app
1•jackson_mile•17m ago•0 comments

California threatens to ban Tesla sales for 30 days

https://www.sfchronicle.com/california/article/tesla-autopilot-claims-possible-sales-ban-21246659...
1•dangle1•18m ago•0 comments

Get Food with Your Colleagues

https://lcmchris.github.io/posts/get_food_with_your_colleagues
1•lcmchris•19m ago•0 comments

Canada launches its own quantum research program

https://betakit.com/canada-launches-it-own-quantum-research-program-to-rival-darpa-initiative/
2•gangtao•22m ago•0 comments

Ask HN: What happens when a new user's submission disappears?

1•ursAxZA•23m ago•2 comments

Show HN: Learn Japanese contextually while browsing

https://lingoku.ai/learn-japanese
4•englishcat•26m ago•0 comments

New MI6 chief: Tech bosses are becoming as powerful as nations

https://www.thetimes.com/uk/defence/article/new-mi6-chief-blaise-metrew-russia-speech-bqlvlx5hq
3•voxadam•27m ago•1 comments

Detecting hidden market regimes beyond correlation (empirical results)

https://github.com/johnoliveiradev/Multiscale-structural-regime-benchmark/tree/main/results/BTC%2...
1•johnoliveiradev•28m ago•1 comments

A universal law could explain how large trades change stock prices

https://phys.org/news/2025-12-universal-law-large-stock-prices.html
1•pseudolus•30m ago•0 comments

An Interview with a YouTube Writer Behind 500M+ Views

https://www.humaninvariant.com/blog/youtube-interview
2•gwintrob•35m ago•0 comments

LLM Pricing Calculator

https://app.hatrio.ai/free/llm-pricing-calculator
1•DinakarS•36m ago•0 comments

Time Team Map of Episodes (2021)

https://deparkes.co.uk/2021/04/16/time-team-map-of-episodes/
2•zeristor•38m ago•0 comments

The Jagged AI Frontier Is a Data Frontier

https://huggingface.co/spaces/lvwerra/jagged-data-frontier
1•in-silico•38m ago•0 comments

X updates terms, countersues to lay claim to the 'Twitter' trademark

https://techcrunch.com/2025/12/16/x-updates-its-terms-files-countersuit-to-lay-claim-to-the-twitt...
5•SanjayMehta•39m ago•1 comments

All printable snow-based triboelectric nanogenerator: Snow-TENG

https://www.sciencedirect.com/science/article/abs/pii/S2211285519302204
1•westurner•40m ago•0 comments

Synthetic key enzyme enables the conversion of CO2 into formic acid

https://phys.org/news/2025-12-synthetic-key-enzyme-enables-conversion.html
2•westurner•40m ago•0 comments

Hot for its bot, McKinsey may cut jobs

https://www.theregister.com/2025/12/16/mckinsey_may_cut_staff/
2•OptionOfT•41m ago•3 comments

The Longest Suicide Note in American History

https://www.theatlantic.com/ideas/2025/12/national-security-strategy-democracy/685270/
5•petethomas•47m ago•0 comments

Prototypes Are the New PRDs

https://www.figma.com/blog/prototypes-are-the-new-prds/
2•gmays•48m ago•0 comments

Windows 11 will ask consent before sharing personal files with AI after outrage

https://www.windowslatest.com/2025/12/17/microsoft-confirms-windows-11-will-ask-for-consent-befor...
14•jinxmeta•49m ago•5 comments

Racks of AI chips are too damn heavy

https://www.theverge.com/ai-artificial-intelligence/844966/heavy-ai-data-center-buildout
2•jnord•50m ago•0 comments

Understanding Email Encryption

https://www.fastmail.com/blog/email-encryption/
4•nmjenkins•51m ago•0 comments

Commodore 64 Ultimate Review

https://www.ign.com/articles/commodore-64-ultimate-review
3•amichail•52m ago•1 comments

Shmøergh Moduleur: analog DIY-friendly modular synth

https://www.shmoergh.com/moduleur/
1•Philpax•54m ago•0 comments