Hikari Blue

Our visions converge towards the same idea: AI is not a simple technology. It is a test of individual, entrepreneurial and civilizational sovereignty. 1. It amplifies the intention. 2. It accelerates learning. 3. It rewards the initiative. 4. It penalizes passivity. 5. It transforms the allocation of capital, time and intelligence.

Une IA fiable ne s’intègre jamais par simple adjonction dans une organisation lente ou mal structurée. Elle exige des données robustes, une refonte profonde des workflows, des talents rares, une gouvernance sans faille, ainsi que la capacité financière et managériale d’absorber une courbe en J souvent violente. Or, précisément, la plupart des entreprises ne disposent ni de cette architecture, ni de cette discipline d’exécution.

Zuckerberg just described exactly what we’ve been building for the past two years. “OpenAI and Google are building AI. I believe we’ll have many different AI systems. Every company just like it has a website, a phone number, and an email address will also have an AI that interacts with its customers.” The real battle is no longer about foundation models. It’s about the proprietary operational layer: the one that encodes products, policies, customer history, and the way a company works. Owning a state-of-the-art model is no longer the point. Owning the integration, alignment, and governance layer that transforms a generic model into a system that thinks like your company that’s where the value is shifting. That is precisely the founding thesis of HIKARI BLUE. Intelligence, engineered forward.

Google's new KV-cache optimization broke the DRAM stocks, but how does it work? Let's take quick a look. "TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate" TurboQuant combines 2 ideas from 2 earlier lines of work: PolarQuant and Quantized Johnson-Lindenstrauss(QJL). PolarQuant shows that switching from Cartesian to polar-style coordinates can kill a lot of the usual quantization overhead, because the transformed variables have a much more structured, concentrated distribution. So you can use fixed scalar quantizers instead of learning lots of extra per-block quantization constants. In TurboQuant, the same core intuition shows up in a slightly different form, where they instead randomly rotate the vector so it looks like a random point on the sphere. Then each coordinate follows a known Beta distribution and is nearly independent in high dimension, so coordinate-wise scalar quantization becomes nearly optimal. On the other hand, they used the clever 1-bit trick from QJL. While plain MSE-optimal quantization reconstructs vectors well, it still gives biased inner products, which is bad for KV-cache use cases. So TurboQuant spends most of the bit budget on the main near-optimal scalar quantizer, then uses the final 1 bit for a QJL sign sketch of the residual to remove inner-product bias. That final 1-bit residual sketch is like a bias-corrector for dot products, which gives an unbiased inner-product estimator while keeping variance low. And these are what got TurboQuant to reduce LLM key-value cache memory by 6x and 8x speedup.

Yes!! The example is all the more striking as so many mediocre people spend their time attacking @elonmusk. Whether we appreciate him or not: he is part of this very rare category of men capable of thinking at the scale of the century and executing at the scale of industry. Where many comment, he builds. Where many theorize, he deploys. Where many dream small, he transforms extraordinary visions into technological, industrial and operational realities.

The TERAFAB to be known as the Advanced Technology Fab will be built in Austin.🤘

A strong signal: Sergey Brin stopping by the @Google x @outrivalAI x @DeepStationAI hackathon in Miami today.

Introducing TurboQuant: Our new compression algorithm that reduces LLM key-value cache memory by at least 6x and delivers up to 8x speedup, all with zero accuracy loss, redefining AI efficiency. Read the blog to learn how it achieves these results: goo.gle/4bsq2qI

7 out of 500 companies have understood what is happening structurally. The other 493 have a committee to study it.

Where Are the #Tech Companies Going? One state that has gained ground as a tech hub is Texas. #SiliconHills cmswire.com/customer-exper… @elonmusk @Tesla @Apple @GoogleAI @drewhouston @SamsungMobileUS

@cyrilpaglino Top @cyrilpaglino merci

(French) I just published “Blockchain, protocoles décentralisés et crypto-actifs, ou la plus grande révolution technologique…” @cyrilpaglino/blockchain-protocoles-d%C3%A9centralis%C3%A9s-et-crypto-actifs-ou-la-plus-grande-r%C3%A9volution-technologique-72cc9599a32d" target="_blank" rel="nofollow noopener">medium.com/@cyrilpaglino/…

@OsitaLV better quality image #DJI #mavic2 #drones #UVA

This is a tube-free #AI enabled intelligent stethoscope #Healthcare #healthtech #eHealth HT @rajat_shrimal @MikeQuindazzi @evankirstel @ipfconline1 @SpirosMargaris @psb_dc @guzmand @JacBurns_Comext @LouisSerge @sebbourguignon @3itcom @jerome_joffre @mallys_ @ahier @HITpol

@wil_bielert @evankirstel @ipfconline1 @SpirosMargaris @psb_dc @guzmand @JacBurns_Comext @LouisSerge @sebbourguignon @lesguer_lionel @kalydeoo @3itcom @jerome_joffre @mallys_ @Mike Thx for RT

@SpirosMargaris @wefoxHQ @julian_teicke @ONE_insurance_ @MunichRe @aplusk @andi_staub @guzmand @jblefevre60 @stratorob @nigelwalsh @floriansemle @TunstallAsc @MikeQuindazzi @sbmeunier @albertogaruccio @NickMart_Insure @SabineVdL @antgrasso @JimMarous @WFSULLIVAN3 @FGraillot Congrats Spiros ! On the good way

Excited to be part of the great @wefoxHQ #insurtech journey with @julian_teicke and the fantastic team! prn.to/2totufE #fintech @ONE_insurance_ @julian_teicke @MunichRe @aplusk @andi_staub @guzmand @jblefevre60 @andi_staub @stratorob @nigelwalsh @floriansemle

#AI is able to detect signs of Alzheimer's before Humans #HealthTech #ML @evankirstel @mclynd @DioFavatas @HaroldSinnott @ipfconline1 @SpirosMargaris @helene_wpli @psb_dc @guzmand @LouisSerge @chboursin @mallys_ @jerome_joffre @sebbourguignon @Ym78200 @kalydeoo @3itcom

@psb_dc @diioannid @evankirstel @JohnNosta @ipfconline1 @pierrepinna @SpirosMargaris @guzmand @helene_wpli @LouisSerge @chboursin @mallys_ @jerome_joffre @sebbourguignon @JacBurns_Comext @alvinfoo @3itcom @lesguer_lionel @labordeolivier Yes Theo!

#Medical applications in #VirtualReality ! #AR #VR #MR #HealthTech v/@diioannid @evankirstel @JohnNosta @ipfconline1 @pierrepinna @SpirosMargaris @psb_dc @guzmand @helene_wpli @LouisSerge @chboursin @mallys_ @jerome_joffre @sebbourguignon @JacBurns_Comext @alvinfoo @3itcom

@BenBelais Bravo pour l’excellent article dans Les Échos. Au plaisir d’échanger

I just published “Revolut Connect — l’app store pour votre compte Business” medium.com/p/revolut-conn…

#Medical applications in #VirtualReality ! #AR #VR #MR #HealthTech v/@diioannid @evankirstel @JohnNosta @ipfconline1 @pierrepinna @SpirosMargaris @psb_dc @guzmand @helene_wpli @LouisSerge @chboursin @mallys_ @jerome_joffre @sebbourguignon @JacBurns_Comext @alvinfoo @3itcom