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10 min Tik Tok SORRY…..first one ever….on nitrogen study here at research farm. Looking at 3 N rates and multiple products to achieve rates. Green Lightening vs All Synthetic vs Synthetic + Biocast Max & AmiNo vs Synthetic + Pivot Bio Gen 3. More data to come. United Prairie, LLC

15,465 次观看 • 10 个月前 •via X (Twitter)

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Gemini 3, scaling laws and the 'finite data' era: my conversation with Sebastian Borgeaud, research engineer at Google DeepMind and a pre-training lead for Gemini 3 00:00 – Cold intro: “We’re ahead of schedule” + AI is now a system 00:58 – Oriol Vinyals's “secret recipe”: better pre- + post-training 02:09 – Why AI progress still isn’t slowing down 03:04 – Are models actually getting smarter? 04:36 – Two–three years out: what changes first? 06:34 – AI doing AI research: faster, not automated 07:45 – Frontier labs: same playbook or different bets? 10:19 – Post-transformers: will a disruption happen? 10:51 – DeepMind’s advantage: research × engineering × infra 12:26 – What a Gemini 3 pre-training lead actually does 13:59 – From Europe to Cambridge to DeepMind 18:06 – Why he left RL for real-world data 20:05 – From Gopher to Chinchilla to RETRO (and why it matters) 20:28 – “Research taste”: integrate or slow everyone down 23:00 – Fixes vs moonshots: how they balance the pipeline 24:37 – Research vs product pressure (and org structure) 26:24 – Gemini 3 under the hood: MoE in plain English 28:30 – Native multimodality: the hidden costs 30:03 – Scaling laws aren’t dead (but scale isn’t everything) 33:07 – Synthetic data: powerful, dangerous? 35:00 – Reasoning traces: what he can’t say (and why) 37:18 – Long context + attention: what’s next 38:40 – Retrieval vs RAG vs long context 41:49 – The real boss fight: evals (and contamination) 42:28 – Alignment: pre-training vs post-training 43:32 – Deep Think + agents + “vibe coding” 46:34 – Continual learning: updating models over time 49:35 – Advice for researchers + founders 53:35 – “No end in sight” for progress + closing

Matt Turck

51,317 次观看 • 8 个月前

"Your Vitamin C Supplement Has A Dirty Little Secret...Synthetic Ascorbic Acid Is Made From GMO Corn Sprayed With Glyphosate." Dr Paul Saladino, MD Mass Produced In China Thru Fermentation With Black Mold A. Niger. Final Product Isolation Uses Acetone, Ethanol & Sulfuric Acid. Production of synthetic ascorbic acid... "Synthetic ascorbic acid is produced in a lab using Aspergillus Niger, a filamentous black mold fungus & a glucose substrate derived from GMO corn. This method is the common industrial approach for producing large quantities of vitamin C." Research shows synthetic ascorbic acid to be harmful... From the Jun 15, 2001 issue of Science: showed that “synthetic vitamin C contributes to the formation of genotoxins that lead to cancer.” A second study presented to the American Heart Association showed "a link between consumption of only 500mg of synthetic vitamin C per day & a causation for thickening of the arteries." And thirdly, "athletes taking 1000mg of synthetic vitamin C per day showed reduced endurance capacity from interference with antioxidant enzymes" (American Journal of Clinical Nutrition, Jan 2008). Further, synthetic Ascorbic Acid depletes copper reserves, converts to Oxalic Acid to form Calcium Oxalate kidney stones & drives ferritin to toxic levels causing iron overload. 4 synthetic ascorbic acids on ingredient labels... Ascorbic Acid: synthetic Ascorbic Acid from GMO corn & Aspergillus Niger black mold. Mineral Ascorbates: Ascorbic Acid with an attached mineral. Liposomal-C: Ascorbic Acid attached to vegetable seed oils. Bioflavonoid-C: Ascorbic Acid with bioflavonoids added. It is best to get whole food Vitamin C complex from whole fruits & vegetables. When a supplement is necessary, many whole food vitamin C compounds are available for purchase. The ingredient label will say...'Whole Food Vitamin C' from acerola cherries, camu camu berries, rose hips, amla berries, berries, lemons, oranges, limes, etc. Whole food vitamin C is a complex of components that occur naturally. These components work together in the body & isolated synthetic ascorbic acid is not the same as the natural, whole vitamin complex. Whole Food Vitamin C Complex Contains... 14 Flavonoids Rutin Tyrosinase Factor P Factor K Factor J Natural Ascorbic Acid All of these work synergistically to restore & maintain levels of your master antioxidant GLUTATHIONE, crucial for the immune system to fight off bacteria, toxins & pathogens. 90% of all whole compound Vitamin C is stored in the Adrenals for one main reason...it is used to counter & down regulate the stress hormone Cortisol. Whole natural Vitamin C is a vital nutrient for collagen synthesis. Vitamin C converts proline & lysine, two vital amino acids—into collagen. Whole compound natural Vitamin C also plays a critical role in the production of copper rich antioxidants such as SOD(superoxide dismutase) & Catalase that benefit the oxygen carry capacity of Red Blood Cells, Copper Metabolism, energy production & iron recycling. 👇Ascorbic Acid Increases Cardiovascular Risk👇 👇Ascorbic Acid Has No Antioxidant Benefit👇 👇Ascorbic Acid Damages DNA👇 👇Camu Camu Berries vs Synthetic Ascorbic Acid👇 Speaker: Dr Paul Saladino, MD

Valerie Anne Smith

326,437 次观看 • 9 个月前

Permaculture teacher Ice Age Farmer describes how DARPA has developed "synthetic microbes" for sensing "viruses" like H5N1 He also notes "nitrogen-fixing" fertilizer is now being deployed due to fertilizer shortages "[They're] changing permanently the microbiome of the Earth" This clip of the Ice Age Farmer (UNSHADOWED (formerly IceAgeFarmer)) is taken from an interview with Hrvoje Morić (Geopolitics & Empire) posted to YouTube on May 5, 2026. ----------------Partial transcription of clip--------------- "You can also throw this in there, like for, for every DARPA project. Like one thing that was really a hot button for me this, this year has been the synthetic microbes that, this is another thing that the energy crisis is saying, oh, we don't have fertilizer. "So rather than go back and just starting using, resuming using compost and regenerative methods like we have going back to, you know, indigenous growing methods since the beginning of time, how we fed ourselves, we're going to, now that we're hooked on these fake fertililizers and petrochemical products. And Roundup, right? "We just saw Trump saying we need Roundup to survive. It's like, so they're going to, now they're failing forward even further into these genetically modified microbes that wipe out the natural substrate of soil and replace it with these patented microbes that sense and report. "There was an ARPA-H project, DARPA project that is Project Tellus, which involves sensing and reporting smart microbes. And they always give examples that are for, for your safety, right? "So there's one that's as an example, when this microbe is in the presence of H5N1, then it emits a certain wavelength of light. So that way you can put this all over your farm. And once you've infected your farm with this genetically engineered microbe then, if there's ever an outbreak of bird flu, we'll have a special camera looking for this wavelength and we'll know right away. "They call that the bioshield. And that's for your safety. We're just going to deploy these things. And there's other ones, that are fixing nitrogen. There's a product called Pivot that does this, and that's being by a company called Pivot Bio, and that's being deployed right now because 70% of the US farmers couldn't afford their fertilizer. "And so here comes the philanthropists at Pivot to say, here, use our synthetically engineered or genetically engineered synthetic microbe and it'll fix the nitrogen for you. And it's working. There's lots of farmers who in their desperation and their financial chaos, are deploying these things right now. And it's very sad because there's no way to undo that, right? That's changing permanently the microbiome of the Earth."

Sense Receptor

10,517 次观看 • 3 个月前

Synthetic Vitamin K1...Within One Hour Of Birth Every Newborn Is Injected With This Toxic Cocktail. Black Box Warning: Causes Anaphylaxis Fatality. Benzyl Alcohol Causes Liver Toxicity Jaundice & 'Gasping Baby Syndrome.' 200X More Polysorbate 80 Than The Gardasil HPV Vaccine. Vitamin K1 injection has a Black Box Warning... "Severe reactions, including fatalities, have occurred during & immediately after injection of K1. Severe reactions commonly seen: anaphylaxis, liver failure, cardiac & respiratory arrest." The Synthetic K1 Injection Contains No Natural Vitamin K1 found in foods...it does however contain: Benzyl Alcohol Acetic Acid Phenol Hydrochloric Acid Polysorbate 80 Synthetic K1 Phytonadione Propylene Glycol Aluminum We Are Born With Low Vitamin K For A Reason: Life giving stem cell travel after birth requires for the blood to flow freely without coagulation. The intended & natural repair that is supposed to occur post birth is harmed & halted when the synthetic K1 injection causes the newborn's blood to coagulate at 9,000X it's normal rate of viscosity creating blood to act like 'sludge.' Normal Natural Vitamin K increases within the newborn post day 7 on its own, when stem cell repair is complete. Liver Toxicity, Jaundice & Leukemia: The liver of a newborn does not begin to function until 3 or 4 days after birth. As a result, this baby has no ability to detoxify the large dose of synthetic vitamin K and all other the dangerous ingredients in the injection cocktail. This causes the liver to become jaundiced & extremely high liver enzymes for 7-10 days while the newborn is yellow, suffering & getting the bilirubin light treatment...chronic illness of later leukemia is forming. Polysorbate 80 Crosses The Blood Brain Barrier: Weakens the blood brain barrier & binds tightly to aluminum. It has been shown to cause Anaphylactic Shock, Hypersensitivity Reactions & adverse Cardiac Events. Post Marketing Side Effects From The Package Inserts: *Death *SIDS or SUIDS *Intracranial Hemorrhage (the very thing they claim the shot protects from) *Gradual Neurological Deterioration *Seizures *Hyperbilirubinemia *Hemolysis *Jaundice *Hematologic abnormalities *Skin Breakdown *Hepatic & Renal Failure *Hypotension *Bradycardia *Cardiovascular Collapse *Dizziness *Rapid and Weak Pulse *Profuse Sweating *Dyspnea *Cyanosis *Anaphylaxis Death *Gasping Baby Syndrome *Erythematous, Indurated, Pruritic Plaques that can progress to Scleroderma-like Lesions *Has NOT been studied if the shot causes cancer (some studies link this shot to leukemia). *Has NOT been studied to see if this shot mutates baby's DNA. *Has NOT been studied to see if this shot impairs fertility later in life. *The Benzyl alcohol formulations cause "gasping syndrome," central nervous system depression, metabolic acidosis. *Warning: "This product contains aluminum that may be toxic. Tissue loading may occur at even lower rates of administration." "Associated with central nervous system & bone toxicity." 👇Severe Reactions To Parenteral Vitamin K1👇 👇Phytonadione K1 Synthetic Injection👇 👇Merck Synthetic K1 Injection Package Insert👇 👇Pfizer Package Insert Synthetic K1 Phytonadione👇 Video Credit: Dr Jeffrey Barke, MD

Valerie Anne Smith

530,134 次观看 • 1 年前

Today we're announcing #GAIA1: a 9B parameter world model, trained on 4,700 hours of driving data, able to simulate complex and diverse driving scenes from video, text and action inputs. This model is 480x larger than the preview we shared earlier this year and the results are incredible. These videos are entirely synthetically generated by Wayve's generative AI, GAIA-1. But there is more here than just generating videos, GAIA is an entire world model. A world model allows us to simulate the future, conditioned on video, text and action inputs, which can be leveraged for making informed decisions when driving. Why is this game-changing for autonomous driving? 1. Safety. One limitation with AI systems like today's Large Language Models is that they are autoregressive, next-word prediction algorithms, but aren't necessarily aware of the implications of their decisions. A world model allows us to give our AI the capability to be aware of its decisions, by simulating the future, which is important for self-driving safety. 2. Synthetic training data. I believe synthetic training data is the future for AI, because it is safer, cheaper, and infinitely scalable. GAIA-1 unlocks unprecedented realism and diversity of synthetic data for self-driving. 3. Long-tail robustness. One of the biggest challenges for self-driving is long-tail robustness: dealing with the enormous magnitude of edge cases we see on the road. An advantage of generative AI is its incredible ability to recombine experiences in new ways. This is exciting for self-driving as it means we can learn from two edge case scenarios, and combine them to become a corner case. For example, we can experience driving in fog, and experience of jay-walking pedestrians, and GAIA can learn from these experiences to understand how to generate a fog+jay walking scenario. Check out many more videos in our blog or further technical details in our paper: Or come chat with our team who are at the International Conference on Computer Vision (#ICCV2023) this week in Paris in Booth 32 Jamie Shotton

Alex Kendall

631,869 次观看 • 2 年前

OWN YOUR INTELLIGENCE Last year, building on open-weight models was primarily a cost rationalization exercise. Slightly worse performance for a much cheaper price. Now, it is increasingly an existential and strategic topic for our portfolio. Intelligence is the product. Companies want to shape it and own it and let it compound within their own walls. Not your weights, not your product. Now, with frontier open-weight models and fantastic tooling/infrastructure, owning your intelligence at the frontier is finally becoming possible. The result: every application company we work with is embarking on the journey of doing their own research on post-training, evals, harnesses, etc. The hottest neolabs may just be Harvey, Factory, RamPrasad "RamP!" Moudgalya, etc. The list goes on. We held a summit Sequoia Capital to convene our portfolio on this topic, together with Gabe Pereyra (Harvey) on building Harvey Labs, Lin Qiao (Fireworks) on post-training, Harrison Chase (LangChain) on harnesses + evals, Brendan (can/do) () on RL environments and synthetic data, Arjun Karanam (Trajectory) on online continual learning. Opening talk below; rest to come this week! 00:00 What is sovereign AI (and what it isn't) 01:24 Centralized vs. decentralized intelligence 02:54 Four reasons companies own their models: cost, speed, performance, destiny 04:22 "Not your weights, not your product" 05:32 The application companies are the newest neo labs 07:05 Step 1: Deciding what to own vs. rent 09:51 Step 2: Build the team (and don't shoehorn your platform team) 11:17 Step 3: Legibility – why your research has to be visible 12:33 Step 4: The technical roadmap 13:56 The stack: production vs. development 15:16 Opening Pandora's box – base models, harnesses, context

Sonya Huang 🐥

124,500 次观看 • 7 天前