AI Infrastructure
Volantis raises $88M Series A for photonic AI inference
Volantis lands $88M Series A to build A-1 photonic inference systems aiming at 20T+ parameter models and 10k tokens/sec per user.
Hardware
AI Infrastructure
Efficient Computer raises $97M to shove AI chips past the power wall
While everyone else buys more GPUs, Efficient Computer just raised nearly $100M to make the watts disappear. THE GIST Efficient Computer closed more than $97 million Series B at a $650 million valuation on 29 September, taking total funding to $173 million. TQ Ventures led. Proceeds fund volume Electron E1 shipments for physical AI and a Fabric push toward datacenter parts claiming over 10x better energy use. THE TAKE Energy, not FLOPs, is the bottleneck everyone quietly adm
AI Agents
Synopsys Autopilot: long-horizon agents for chip design, GA eyed end-2026
Synopsys finally put a product name on AI-driven chip design — and pinned general availability to the end of 2026 before the marketing fog could settle. THE GIST Synopsys announced AgentEngineer on the Autopilot Platform on 28 Sep 2026: long-horizon agents across verification, implementation, AMS, and manufacturing. Over 50 engagements are live; GA targets end-2026 with claims of up to 50x faster verification closure. THE TAKE Naming the portfolio and dating GA is the real n
AI Agents
NVIDIA Open Agent Safety: OpenShell on Vera, Sentry on BlueField-4
NVIDIA just put agent safety in silicon and open source — because trusting the model harness alone is how you get a Medicare-shaped headline. THE GIST NVIDIA launched the Open Agent Safety Platform on 28 Sep 2026. OpenShell is an open-source secure runtime on Vera CPUs, extendable to Arm and Intel. Sentry on BlueField-4 DPUs quarantines boundary-crossing agents in milliseconds. THE TAKE This is NVIDIA selling the punchline after the industry learned agents will wander. Soft
AI Agents
Perceptron Mk1.5: egocentric physical AI at $0.15/M tokens on OpenRouter
Perceptron's ex-Meta FAIR team just put egocentric multimodal reasoning on OpenRouter at pocket-change prices — and they made audio a first-class sensor. THE GIST Perceptron shipped Mk1.5 for drones, quadrupeds, and glasses at $0.15/$1.50 per M tokens on OpenRouter and AWS Marketplace. The model takes text/image/video/audio in a 36,864-token context, returns structured tracks, and claims 0.50 s P50 latency after a prior $21M Bessemer round. THE TAKE Pricing this low changes
Funding
Feather Robotics banks $7.6M pre-seed for a $29,990 wheeled humanoid kit
Another humanoid raise — except Feather's kit costs $29,990, rolls on wheels, and already booked over a million in revenue. THE GIST Feather Robotics raised $7.6M Gradient-led pre-seed for a wheeled bimanual humanoid aimed at third-party developers. Kit: $29,990, ~10 hours battery, ~1 m reach, SDK included. Ex-Google/Tesla founders claim a two-month prototype, first customer in nine months, and >$1M revenue. THE TAKE Wheels over legs is the grown-up move for warehouses and k
AI Models
Light Origins ships Light-O1 — robots learn from 100k hours of human video
China's Light Origins just open-sourced an embodied brain that learned to move by watching the internet — not by burning robot hours in a lab. THE GIST Light Origins launched Light-O1, a 4B embodied foundation model pretrained on up to 120B multimodal tokens (~100,000 hours of human action) from internet video. Six scaled versions adapted to human, Unitree G1, and LightBot data; Light-O1-Preview maps language to whole-body actions, with weights and a playground public. THE TAK
AI Infrastructure
PicoJool raises $27.5M to put VCSEL lasers on AI scale-up links
Pat Gelsinger just backed another bet that copper is done for AI clusters — and PicoJool's VCSEL lasers just raised $27.5 million to prove it. THE GIST Palo Alto's PicoJool closed a $27.5M Series A led by Socratic Partners (Rick Clemmer), with Hudson River Trading in, taking total funding to $39.5M for GaAs VCSEL modules aimed at AI scale-up links (200G/lane claimed) plus US and Taiwan facility expansion. Coverage: SDxCentral. THE TAKE Optics is where GPU clusters hit the wa
AI Infrastructure
Europe bets €40M that AI can design chips faster than fabs can wait
Europe's new DARPA-wannabes just put €40 million on the table to see if AI can design chips before another hyperscaler builds another US GPU barn. THE GIST Dutch agency NADI and Germany's SPRIND launched a 20-month AI-Native Chip Design Challenge worth €40M on 23 September. Seven teams get €2.6M each, then three finalists €7M apiece, aiming to shrink design cycles from years toward weeks for AI training and inference silicon. Applications close 30 November. THE TAKE Cute che
AI Models
Qualcomm's Snapdragon 8 Elite Gen 6 bets the phone is an AI hub
Qualcomm's new Snapdragon 8 Elite Gen 6 wants your phone to be an agentic AI hub — right as memory prices are torching smartphone shipments. THE GIST Qualcomm unveiled Snapdragon 8 Elite Gen 6 on TSMC's 2nm node for premium Android flagships from Motorola, Xiaomi and ZTE, with an 'extreme' SKU and CPU/GPU/NPU silicon tuned for on-device agents, per CNBC. CEO Cristiano Amon framed a shift from phone-centric to agentic experiences as Counterpoint expects 2026 handset units to shrin
AI Infrastructure
Cornelis Networks banks $205M to wire up AI clusters
While everyone argues about GPUs, an Intel spinout just raised $205 million to sell the plumbing that keeps those GPUs talking. THE GIST Cornelis Networks closed a $205 million Series C led by IAG Capital Partners, the largest reported Greater Philadelphia VC raise of 2026 so far. The Chesterbrook firm — spun out of Intel in 2020 — builds high-speed AI data-centre networking and lists Dell, Lenovo, Supermicro, and HPE as customers; valuation undisclosed. A Qualcomm partnership wa
China AI
D-Robotics banks $400M for robot brains as Washington bans Chinese humanoids
Chinese robot-chip maker D-Robotics closed a $400 million Series C for on-robot inference silicon in the same week Washington's ban on Chinese humanoid imports is still biting. THE GIST D-Robotics — spun from Horizon Robotics — raised $400M led by Mirae Asset on 17 Sep 2026 for its Sunrise chips (5–560 INT8 TOPS), including the dual Brain/Cerebellum S600 at 560 TOPS. Total disclosed funding hits ~$770M; shipments exceed 8M units, with S600 adopted by 20+ embodied AI vendors inclu
AI Models
PrismML’s Bonsai 2: a 27B brain that fits in 5.9GB without the usual dumb tax
A full 27B multimodal model that fits in the space of a mediocre photo dump — and PrismML says it barely got dumber. THE GIST PrismML launched Ternary Bonsai 2 27B on 17 September — a ternary compress of Qwen3.8 27B at 5.9GB with 262K context and image+text input. It claims 98.2% benchmark retention versus FP16 (~9× smaller), Apache 2.0 weights, and CUDA plus Apple MLX runtimes. THE TAKE Compression that keeps 98% of the original is the difference between a demo and a deploy
China AI
Huawei yanks Ascend 960DT forward nine months — Nvidia’s China headache just got louder
Huawei just yanked its next training chip nine months forward — because waiting politely for Nvidia access was never the plan. THE GIST At Huawei Connect, rotating chairman David Wang said the Ascend 960DT training chip will be ready in Q1 2027, not Q3, with the 960PR inference part following in Q3 2027. A spokesperson told TechCrunch the family is “doubling performance” on an annual cycle, wired through Peerium and UnifiedBus SuperPod clusters. THE TAKE This is not a press-
AI Infrastructure
Positron banks $875M to beat GPUs at memory bandwidth
Positron AI just raised $875 million to prove inference doesn't need to choke on HBM forever. THE GIST Positron closed an $875M Series C at roughly a $5B valuation for memory-first Asimov inference chips, per SDxCentral. The LPDDR5X design claims over 90% memory-bandwidth use versus under 30% for GPUs, with TSMC 3nm tapeout targeted by end-2026. THE TAKE This is a bet that inference economics will be decided by memory walls, not FLOPS bragging rights. HBM is scarce, pricey,
AI Infrastructure
Qualcomm Hands Amazon a $4bn Warrant and a $60bn AI Chip Ceiling
Qualcomm just handed Amazon a $4 billion stock warrant and a shopping list that could run to $60 billion of AI data-center silicon — which is how you know the smartphone chip company is done pretending Nvidia's aisle is closed. THE GIST On 8 September Qualcomm said Amazon can buy up to $60 billion of its AI data-center chips and related kit under a multi-generation partnership. Amazon gets warrants covering about $4 billion of Qualcomm stock at $161.26 a share, vesting as it buys
AI Infrastructure
Nscale Wants Another $3.5 Billion to Feed the AI Compute Beast
Nscale is passing the hat for $3.5 billion because apparently AI compute now eats capital for breakfast. THE GIST The British AI infrastructure company is reportedly seeking $1.5 billion in convertible notes and another $2 billion from Nvidia ahead of a possible IPO later this month. TechCrunch reports the financing talks follow Nscale's $1.1 billion Series B and its roughly $45 billion compute deal with Anthropic. THE TAKE This is what an AI infrastructure bubble looks like w
AI Infrastructure
Nvidia's moat is widening beyond the GPU
AI factories are becoming traffic-management problems, and Nvidia is positioning itself to own the road system as well as the engine. In a report published on TechCrunch on August 29, Russell Brandom argues that Nvidia's advantage is moving beyond its dominant graphics processors. Hyperscalers including Amazon and Google are building competing chips, but operating a megascale data centre at peak efficiency remains difficult as deployments reach gigawatt scale. Rack-scale systems, not isolat
AI Infrastructure
Google Sets Android Memory Deadlines as AI Chip Shortage Spreads
Google is tightening Android app performance requirements as memory shortages linked to the AI data-centre boom begin to affect mobile hardware. New thresholds for dynamic memory and bitmap usage will require developers to optimise their apps, with a February 2027 deadline, while all Play Store apps must support zero-tap sign-in during device migrations by April 2027, according to TechCrunch. Google says the mobile market is facing significant hardware supply constraints that are altering devi
AI Agents
Intel's Crescent Island Targets the Hard Part of Agentic AI: Inference
Intel used Hot Chips 2026 to put a sharper point on its AI hardware strategy: Crescent Island is a data-centre GPU designed for agentic AI inference. Reporting from ServeTheHome says Intel presented the part with 160GB to 480GB of LPDDR5X memory. The target workload is not a single chatbot answer but the repeated, stateful inference that sits underneath agents. Intel also described a broader three-layer architecture at the event, pairing Crescent Island with Diamond Rapids Xeon processors for